more gensim hdp results

gensim-results2.txt

Preprocessing notes

- converted ohsumed text to gensim MmCorpus and Dictionary files. (56984 docs x 202967 terms)
- used gensim's parser.preprocessing (all steps) to reduce dictionary to 40554 terms
- calculated corpus-level tfidfs, reduced dictionary to top 2000 terms by tfidf score
- ran gensim hdp, ldi, lsi, wang online hdp

following CW's suggestion, choose the vocabulary by TFIDF as described here: http://www.cs.princeton.edu/~blei/papers/BleiLafferty2009.pdf ("Choosing the Vocabulary")

with TFIDF understood as described in: https://lists.cs.princeton.edu/pipermail/topic-models/2009-April/000531.html



1. gensim hdp
topic 0: 0.037*patient + 0.012*group + 0.009*studi + 0.008*diseas + 0.007*treatment + 0.007*increas + 0.006*year + 0.006*effect + 0.005*level + 0.005*control
topic 1: 0.029*patient + 0.008*group + 0.007*studi + 0.006*diseas + 0.006*arteri + 0.005*coronari + 0.004*year + 0.004*result + 0.004*increas + 0.004*ventricular
topic 2: 0.025*patient + 0.006*group + 0.006*studi + 0.005*treatment + 0.005*year + 0.004*rate + 0.004*diseas + 0.004*increas + 0.004*result + 0.004*effect
topic 3: 0.017*cell + 0.015*patient + 0.005*studi + 0.004*antigen + 0.004*activ + 0.004*tumor + 0.004*diseas + 0.004*infect + 0.004*human + 0.004*antibodi
topic 4: 0.016*patient + 0.007*cell + 0.006*studi + 0.005*increas + 0.004*effect + 0.004*group + 0.004*control + 0.004*blood + 0.004*activ + 0.004*diseas
topic 5: 0.019*patient + 0.008*cell + 0.005*studi + 0.004*diseas + 0.004*infect + 0.004*effect + 0.004*case + 0.003*group + 0.003*increas + 0.003*treatment
topic 6: 0.021*patient + 0.006*studi + 0.006*cell + 0.004*diseas + 0.004*case + 0.004*group + 0.004*treatment + 0.004*increas + 0.004*result + 0.003*effect
topic 7: 0.014*patient + 0.008*cell + 0.005*studi + 0.004*increas + 0.004*infect + 0.004*diseas + 0.004*effect + 0.004*control + 0.003*activ + 0.003*group
topic 8: 0.018*patient + 0.005*diseas + 0.004*studi + 0.004*case + 0.004*test + 0.004*infect + 0.004*cell + 0.003*result + 0.003*nosocomi + 0.003*group
topic 9: 0.017*patient + 0.004*studi + 0.004*cell + 0.004*case + 0.004*diseas + 0.003*group + 0.003*strain + 0.003*treatment + 0.003*year + 0.003*ag
topic 0: 0.037*patient + 0.012*group + 0.009*studi + 0.008*diseas + 0.007*treatment + 0.007*increas + 0.006*year + 0.006*effect + 0.005*level + 0.005*control
topic 1: 0.029*patient + 0.008*group + 0.007*studi + 0.006*diseas + 0.006*arteri + 0.005*coronari + 0.004*year + 0.004*result + 0.004*increas + 0.004*ventricular
topic 2: 0.025*patient + 0.006*group + 0.006*studi + 0.005*treatment + 0.005*year + 0.004*rate + 0.004*diseas + 0.004*increas + 0.004*result + 0.004*effect
topic 3: 0.017*cell + 0.015*patient + 0.005*studi + 0.004*antigen + 0.004*activ + 0.004*tumor + 0.004*diseas + 0.004*infect + 0.004*human + 0.004*antibodi
topic 4: 0.016*patient + 0.007*cell + 0.006*studi + 0.005*increas + 0.004*effect + 0.004*group + 0.004*control + 0.004*blood + 0.004*activ + 0.004*diseas
topic 5: 0.019*patient + 0.008*cell + 0.005*studi + 0.004*diseas + 0.004*infect + 0.004*effect + 0.004*case + 0.003*group + 0.003*increas + 0.003*treatment
topic 6: 0.021*patient + 0.006*studi + 0.006*cell + 0.004*diseas + 0.004*case + 0.004*group + 0.004*treatment + 0.004*increas + 0.004*result + 0.003*effect
topic 7: 0.014*patient + 0.008*cell + 0.005*studi + 0.004*increas + 0.004*infect + 0.004*diseas + 0.004*effect + 0.004*control + 0.003*activ + 0.003*group
topic 8: 0.018*patient + 0.005*diseas + 0.004*studi + 0.004*case + 0.004*test + 0.004*infect + 0.004*cell + 0.003*result + 0.003*nosocomi + 0.003*group
topic 9: 0.017*patient + 0.004*studi + 0.004*cell + 0.004*case + 0.004*diseas + 0.003*group + 0.003*strain + 0.003*treatment + 0.003*year + 0.003*ag
topic 10: 0.013*patient + 0.004*group + 0.004*control + 0.004*studi + 0.003*diseas + 0.003*cell + 0.003*pylori + 0.003*concentr + 0.003*increas + 0.003*infect
topic 11: 0.011*patient + 0.005*cell + 0.004*studi + 0.003*increas + 0.003*effect + 0.003*activ + 0.003*treatment + 0.003*diseas + 0.003*group + 0.003*function
topic 12: 0.014*patient + 0.004*studi + 0.003*drink + 0.003*diseas + 0.003*normal + 0.003*treatment + 0.003*increas + 0.003*cell + 0.003*chang + 0.003*clinic
topic 13: 0.014*patient + 0.003*diseas + 0.003*studi + 0.003*case + 0.003*children + 0.003*show + 0.003*cell + 0.003*year + 0.003*group + 0.003*test
topic 14: 0.012*patient + 0.004*cell + 0.003*group + 0.003*case + 0.003*studi + 0.003*dai + 0.003*acut + 0.003*infect + 0.003*year + 0.003*follow
topic 15: 0.015*patient + 0.004*signific + 0.003*diseas + 0.003*studi + 0.003*occur + 0.003*group + 0.003*treatment + 0.003*hepat + 0.002*chronic + 0.002*virus
topic 16: 0.011*patient + 0.004*ascit + 0.003*studi + 0.003*treatment + 0.003*rate + 0.003*blood + 0.003*cross + 0.003*antibiot + 0.003*cell + 0.003*clinic
topic 17: 0.011*patient + 0.003*diseas + 0.003*treatment + 0.003*result + 0.003*equival + 0.003*invas + 0.003*studi + 0.003*year + 0.003*ag + 0.002*propos
topic 18: 0.010*patient + 0.004*studi + 0.004*treatment + 0.003*group + 0.003*adjuv + 0.003*effect + 0.003*increas + 0.003*littl + 0.002*reduct + 0.002*rat
topic 19: 0.008*patient + 0.003*case + 0.003*cross + 0.003*seri + 0.003*infect + 0.003*hybrid + 0.003*treatment + 0.003*smoker + 0.003*group + 0.003*receptor
topic 20: 0.008*patient + 0.004*group + 0.003*height + 0.003*inflat + 0.003*durat + 0.003*mean + 0.003*hbv + 0.003*signific + 0.002*inherit + 0.002*normal
topic 21: 0.008*patient + 0.003*group + 0.003*periton + 0.003*cytokin + 0.003*poorli + 0.003*hormon + 0.003*cell + 0.002*evid + 0.002*infect + 0.002*interferon
topic 22: 0.010*patient + 0.004*vascul + 0.003*compar + 0.003*result + 0.003*case + 0.003*tumor + 0.003*malign + 0.003*person + 0.003*radic + 0.003*clinic
topic 23: 0.006*patient + 0.003*cell + 0.003*gene + 0.003*cutan + 0.003*epiderm + 0.003*rat + 0.003*inflamm + 0.002*intact + 0.002*invas + 0.002*respons
topic 24: 0.010*patient + 0.003*indic + 0.003*case + 0.003*acidosi + 0.003*observ + 0.003*trend + 0.003*reduct + 0.002*loss + 0.002*group + 0.002*regurgit
topic 25: 0.009*patient + 0.003*caus + 0.003*case + 0.003*cell + 0.003*irrit + 0.003*catheter + 0.002*lethal + 0.002*develop + 0.002*month + 0.002*test
topic 26: 0.007*patient + 0.004*second + 0.003*worker + 0.003*treatment + 0.003*event + 0.003*infect + 0.003*exacerb + 0.002*anatom + 0.002*cell + 0.002*result
topic 27: 0.006*patient + 0.003*respons + 0.003*monitor + 0.003*cohort + 0.003*lavag + 0.003*cell + 0.003*short + 0.003*year + 0.002*nation + 0.002*lost
topic 28: 0.006*patient + 0.003*wound + 0.003*acquir + 0.003*rat + 0.003*clinic + 0.003*therapi + 0.003*sign + 0.002*rise + 0.002*ischem + 0.002*knee
topic 29: 0.007*patient + 0.004*interv + 0.003*diseas + 0.003*percent + 0.003*determin + 0.003*format + 0.003*surgeri + 0.003*oper + 0.003*result + 0.002*morbid
topic 30: 0.009*patient + 0.004*cell + 0.003*infect + 0.003*lost + 0.003*perform + 0.003*mother + 0.003*soft + 0.003*phase + 0.003*case + 0.003*abnorm
topic 31: 0.009*patient + 0.004*posterior + 0.003*addit + 0.003*complement + 0.003*corneal + 0.003*case + 0.003*toler + 0.003*carri + 0.003*angioplasti + 0.003*lung
topic 32: 0.006*patient + 0.004*rate + 0.003*cathet + 0.003*trial + 0.003*mild + 0.003*etiolog + 0.003*time + 0.003*pneumonia + 0.002*retain + 0.002*gonadotropin
topic 33: 0.006*patient + 0.004*improv + 0.003*weight + 0.003*clinic + 0.003*androgen + 0.003*hiv + 0.003*cell + 0.003*anim + 0.002*hour + 0.002*human
topic 34: 0.006*patient + 0.004*creat + 0.003*approxim + 0.003*stai + 0.003*oxygen + 0.003*stage + 0.003*diseas + 0.003*sign + 0.002*girl + 0.002*autonom
topic 35: 0.007*patient + 0.004*treat + 0.004*symptom + 0.003*diagnosi + 0.003*limit + 0.003*estim + 0.003*southern + 0.003*clearanc + 0.003*distant + 0.003*record
topic 36: 0.008*patient + 0.004*case + 0.003*collagen + 0.003*group + 0.003*predominantli + 0.003*evok + 0.003*methotrex + 0.003*cell + 0.002*infect + 0.002*aureu
topic 37: 0.006*patient + 0.004*increas + 0.003*cell + 0.003*case + 0.002*significantli + 0.002*public + 0.002*studi + 0.002*thallium + 0.002*benefit + 0.002*linkag
topic 38: 0.006*patient + 0.003*hear + 0.003*femal + 0.003*case + 0.003*cell + 0.002*discontinu + 0.002*articl + 0.002*statist + 0.002*control + 0.002*studi
topic 39: 0.006*patient + 0.004*diseas + 0.003*morphin + 0.003*stenos + 0.003*autolog + 0.003*insulin + 0.003*primari + 0.003*placebo + 0.002*time + 0.002*provid
topic 40: 0.007*patient + 0.004*bronchial + 0.003*transit + 0.003*stage + 0.003*anomali + 0.002*tumor + 0.002*program + 0.002*rat + 0.002*adhes + 0.002*irradi
topic 41: 0.005*patient + 0.004*report + 0.003*staphylococcu + 0.003*human + 0.003*collect + 0.003*actuari + 0.003*inflat + 0.003*tsh + 0.003*intak + 0.002*simultan
topic 42: 0.006*patient + 0.003*poorli + 0.003*data + 0.003*case + 0.003*includ + 0.003*abl + 0.003*hiv + 0.003*comparison + 0.003*orbit + 0.003*develop
topic 43: 0.006*patient + 0.004*etiolog + 0.003*cell + 0.003*pelvic + 0.003*individu + 0.003*growth + 0.003*initi + 0.003*ident + 0.002*studi + 0.002*block
topic 44: 0.005*patient + 0.004*color + 0.004*distribut + 0.003*esophag + 0.003*cell + 0.003*cmv + 0.003*base + 0.003*palsi + 0.003*dna + 0.003*studi
topic 45: 0.006*patient + 0.004*tumor + 0.004*furthermor + 0.004*prenat + 0.004*injuri + 0.003*toler + 0.003*relat + 0.003*vivo + 0.003*lymph + 0.003*anaesthesia
topic 46: 0.006*patient + 0.004*glycoprotein + 0.003*infect + 0.003*studi + 0.002*baselin + 0.002*earlier + 0.002*famili + 0.002*compar + 0.002*includ + 0.002*coliti
topic 47: 0.006*patient + 0.003*childhood + 0.003*extens + 0.003*case + 0.003*warrant + 0.003*tumor + 0.003*sever + 0.003*cell + 0.003*vaccin + 0.003*diagnosi
topic 48: 0.005*patient + 0.003*tumor + 0.003*studi + 0.003*presum + 0.003*staphylococcu + 0.003*cours + 0.003*express + 0.003*dna + 0.003*kinas + 0.002*diuret
topic 49: 0.005*patient + 0.004*primarili + 0.003*erythrocyt + 0.003*stent + 0.003*angiographi + 0.003*equal + 0.003*pneumocysti + 0.003*complianc + 0.002*util + 0.002*echocardiographi
topic 50: 0.006*patient + 0.004*associ + 0.003*thirti + 0.003*year + 0.003*suppli + 0.003*partial + 0.003*method + 0.003*nephropathi + 0.003*previous + 0.002*odd
topic 51: 0.006*patient + 0.004*case + 0.003*beta + 0.003*angina + 0.003*inherit + 0.003*result + 0.003*end + 0.003*cancer + 0.003*salt + 0.002*retain
topic 52: 0.004*patient + 0.004*marker + 0.003*antibiot + 0.003*sera + 0.003*restrict + 0.003*cell + 0.003*poor + 0.003*infecti + 0.003*manag + 0.003*excel
topic 53: 0.006*patient + 0.004*sarcoma + 0.003*sampl + 0.003*alpha + 0.003*motil + 0.003*classifi + 0.003*potenti + 0.003*mass + 0.003*modif + 0.002*organ
topic 54: 0.005*patient + 0.003*drug + 0.003*case + 0.003*level + 0.003*dissemin + 0.002*lower + 0.002*applic + 0.002*prolong + 0.002*detach + 0.002*paf
topic 55: 0.006*patient + 0.004*radiolog + 0.004*treatment + 0.003*studi + 0.003*common + 0.003*essenti + 0.003*statu + 0.003*case + 0.002*mast + 0.002*block
topic 56: 0.006*patient + 0.003*infect + 0.003*resect + 0.003*renal + 0.003*penicillin + 0.003*congenit + 0.003*fatal + 0.002*fewer + 0.002*burn + 0.002*anomali
topic 57: 0.006*patient + 0.003*problem + 0.003*infect + 0.003*immedi + 0.003*past + 0.003*sclerosi + 0.003*cell + 0.003*erythrocyt + 0.003*act + 0.003*syndrom
topic 58: 0.005*patient + 0.003*smooth + 0.002*practic + 0.002*nearli + 0.002*convert + 0.002*bmt + 0.002*allograft + 0.002*tissu + 0.002*produc + 0.002*calcul
topic 59: 0.005*patient + 0.004*trend + 0.003*platelet + 0.003*clinicopatholog + 0.003*difficulti + 0.003*thirteen + 0.003*publish + 0.003*fail + 0.002*lack + 0.002*partner
topic 60: 0.004*parkinson + 0.004*rang + 0.004*patient + 0.003*intracellular + 0.002*allerg + 0.002*segment + 0.002*conclus + 0.002*case + 0.002*translumin + 0.002*fetus
topic 61: 0.005*patient + 0.003*compound + 0.003*infect + 0.003*experi + 0.003*black + 0.002*recoveri + 0.002*orbit + 0.002*syncop + 0.002*home + 0.002*intraperiton
topic 62: 0.005*patient + 0.004*cell + 0.004*paf + 0.004*carotid + 0.003*exercis + 0.003*caus + 0.003*aid + 0.003*human + 0.003*shorten + 0.003*fall
topic 63: 0.005*patient + 0.004*antibodi + 0.003*skin + 0.003*shorten + 0.003*contamin + 0.003*angina + 0.003*linkag + 0.003*offer + 0.003*nativ + 0.003*ascit
topic 64: 0.007*patient + 0.003*infect + 0.003*layer + 0.003*anatomi + 0.003*oral + 0.003*integr + 0.002*need + 0.002*failur + 0.002*emploi + 0.002*associ
topic 65: 0.005*patient + 0.004*treat + 0.004*insulin + 0.003*declin + 0.003*review + 0.003*common + 0.003*anastomosi + 0.003*group + 0.003*attack + 0.003*control
topic 66: 0.005*patient + 0.003*clinic + 0.003*time + 0.003*exchang + 0.003*us + 0.002*potassium + 0.002*detect + 0.002*granulomat + 0.002*dementia + 0.002*paramet
topic 67: 0.005*patient + 0.004*result + 0.003*lumbar + 0.003*ambulatori + 0.003*abnorm + 0.003*junction + 0.003*mucosa + 0.003*sever + 0.002*challeng + 0.002*hypothes
topic 68: 0.005*patient + 0.003*male + 0.003*strictur + 0.003*salvag + 0.003*born + 0.003*predomin + 0.003*symptom + 0.003*valu + 0.003*stenos + 0.003*reflect
topic 69: 0.005*patient + 0.004*devic + 0.003*littl + 0.003*splenic + 0.003*woman + 0.003*group + 0.003*tomograph + 0.002*allergen + 0.002*evalu + 0.002*contract
topic 70: 0.005*patient + 0.003*dai + 0.003*level + 0.003*lumbar + 0.003*studi + 0.002*pregnant + 0.002*calcium + 0.002*increas + 0.002*power + 0.002*fed
topic 71: 0.004*electrophysiolog + 0.003*febril + 0.003*patient + 0.003*genet + 0.003*decompress + 0.003*action + 0.003*western + 0.003*surfac + 0.003*thrombu + 0.003*exampl
topic 72: 0.004*patient + 0.004*proport + 0.004*infant + 0.003*probabl + 0.003*chang + 0.003*lobe + 0.003*giant + 0.003*wai + 0.003*sever + 0.003*entri
topic 73: 0.004*patient + 0.003*thorac + 0.003*locu + 0.003*sickl + 0.003*polyp + 0.003*platelet + 0.003*necrot + 0.003*case + 0.003*vari + 0.003*reflex
topic 74: 0.005*patient + 0.003*length + 0.003*presenc + 0.003*manag + 0.003*growth + 0.003*epiderm + 0.003*situat + 0.002*percent + 0.002*hypothesi + 0.002*children
topic 75: 0.006*patient + 0.004*creatinin + 0.004*rna + 0.003*infant + 0.003*satur + 0.003*channel + 0.003*speci + 0.003*band + 0.003*late + 0.003*relev
topic 76: 0.004*dose + 0.004*retain + 0.004*group + 0.004*feed + 0.003*laryng + 0.003*reflux + 0.003*half + 0.003*replac + 0.003*patient + 0.003*indirect
topic 77: 0.003*commonli + 0.003*trial + 0.003*microscopi + 0.003*reflux + 0.003*conjunct + 0.003*patient + 0.003*field + 0.003*liver + 0.003*step + 0.003*survivor
topic 78: 0.003*lp + 0.003*ag + 0.003*new + 0.003*ingest + 0.003*patient + 0.003*scintigraphi + 0.002*normal + 0.002*reflux + 0.002*stone + 0.002*trial
topic 79: 0.006*cell + 0.004*recent + 0.003*ill + 0.003*patient + 0.003*cardiovascular + 0.003*popul + 0.003*acut + 0.003*thromboxan + 0.003*blunt + 0.003*gastriti
topic 80: 0.004*patient + 0.003*imag + 0.003*maintain + 0.003*highest + 0.003*urethr + 0.003*emploi + 0.003*fat + 0.003*predictor + 0.003*assai + 0.003*warrant
topic 81: 0.004*patient + 0.004*regular + 0.003*subject + 0.003*atrial + 0.003*ulcer + 0.003*stent + 0.002*anal + 0.002*ventricl + 0.002*tempor + 0.002*non
topic 82: 0.004*patient + 0.004*man + 0.003*clinic + 0.003*preterm + 0.003*autonom + 0.003*fifti + 0.003*cad + 0.003*cancer + 0.003*diseas + 0.003*cardiopulmonari
topic 83: 0.004*pig + 0.004*patient + 0.004*therapi + 0.003*hypothesi + 0.003*note + 0.003*emphas + 0.003*usual + 0.003*enter + 0.002*laboratori + 0.002*stroke
topic 84: 0.004*patient + 0.003*endotoxin + 0.003*catheter + 0.003*incid + 0.003*esophagu + 0.003*cerebr + 0.003*diuret + 0.003*toxin + 0.003*group + 0.003*arm
topic 85: 0.004*patient + 0.003*explain + 0.003*contamin + 0.003*infect + 0.003*median + 0.003*peptid + 0.003*articl + 0.003*examin + 0.003*secretori + 0.003*hematoma
topic 86: 0.004*patient + 0.003*perinat + 0.003*environment + 0.003*bronchoalveolar + 0.003*studi + 0.003*larger + 0.003*aim + 0.003*syndrom + 0.002*absenc + 0.002*correct
topic 87: 0.006*patient + 0.004*case + 0.004*crystal + 0.003*interpret + 0.003*scar + 0.003*confid + 0.003*ambulatori + 0.003*open + 0.003*experiment + 0.003*help
topic 88: 0.005*gamma + 0.004*patient + 0.004*closur + 0.003*moder + 0.003*htlv + 0.003*act + 0.003*otiti + 0.003*view + 0.003*idiopath + 0.002*irradi
topic 89: 0.004*patient + 0.003*chemotherapi + 0.003*intub + 0.003*cmv + 0.003*peptic + 0.002*dialysi + 0.002*poorli + 0.002*dexamethason + 0.002*stabl + 0.002*accur
topic 90: 0.004*synthet + 0.004*patient + 0.003*pcp + 0.003*ascit + 0.003*defect + 0.003*inferior + 0.003*intra + 0.003*prolif + 0.003*role + 0.003*serolog
topic 91: 0.004*tumor + 0.004*convent + 0.004*label + 0.003*loss + 0.003*vivo + 0.003*linear + 0.003*sarcoma + 0.003*patient + 0.003*absenc + 0.003*prematur
topic 92: 0.004*understand + 0.004*abl + 0.004*patient + 0.003*perfor + 0.003*prolong + 0.003*kda + 0.003*adhes + 0.003*distribut + 0.003*histopatholog + 0.003*differ
topic 93: 0.004*modal + 0.003*wide + 0.003*rapidli + 0.003*primari + 0.003*analog + 0.003*patient + 0.003*withdraw + 0.003*obes + 0.003*predictor + 0.003*variat
topic 94: 0.005*patient + 0.004*induc + 0.004*spinal + 0.004*contralater + 0.003*bacteri + 0.003*intestin + 0.003*radic + 0.003*techniqu + 0.002*postop + 0.002*carcinoma
topic 95: 0.004*patient + 0.004*stroke + 0.003*fetal + 0.003*subgroup + 0.003*basi + 0.003*confirm + 0.003*estrogen + 0.003*indic + 0.003*reconstruct + 0.003*count
topic 96: 0.004*seventi + 0.004*lupu + 0.003*patient + 0.003*fungal + 0.003*dna + 0.003*address + 0.003*reflux + 0.003*global + 0.003*predispos + 0.003*mean
topic 97: 0.003*patient + 0.003*cad + 0.003*tgf + 0.003*predictor + 0.003*nosocomi + 0.003*differ + 0.002*doe + 0.002*meningioma + 0.002*penicillin + 0.002*risk
topic 98: 0.004*patient + 0.004*sclerosi + 0.003*carri + 0.003*sinu + 0.003*allerg + 0.003*sem + 0.003*case + 0.003*strictur + 0.003*lesion + 0.002*relaps
topic 99: 0.004*patient + 0.003*extens + 0.003*stain + 0.003*gastriti + 0.003*atherosclerot + 0.003*margin + 0.003*administ + 0.003*intak + 0.003*present + 0.003*prostat

2. gensim lda
topic #0: 0.248*bone + 0.090*marrow + 0.050*deposit + 0.036*zone + 0.032*label + 0.024*fix + 0.019*pigment + 0.015*surfact + 0.011*format + 0.009*patient
topic #1: 0.154*type + 0.059*iii + 0.058*residu + 0.049*distal + 0.046*excret + 0.045*disabl + 0.043*urin + 0.033*urinari + 0.033*glomerular + 0.033*termin
topic #2: 0.106*posterior + 0.093*edema + 0.044*ig + 0.043*intox + 0.042*septal + 0.040*massiv + 0.036*displac + 0.033*relaps + 0.032*extract + 0.031*mediastin
topic #3: 0.077*cerebr + 0.076*atrial + 0.066*cardiac + 0.036*balloon + 0.034*seizur + 0.030*puls + 0.030*left + 0.028*monitor + 0.027*resuscit + 0.026*pressur
topic #4: 0.223*lung + 0.204*cancer + 0.075*collagen + 0.047*plasminogen + 0.031*variant + 0.029*fibrin + 0.026*activ + 0.026*balanc + 0.010*tissu + 0.009*autolog
topic #5: 0.112*vein + 0.060*knee + 0.057*sleep + 0.055*preoper + 0.053*shunt + 0.045*mellitu + 0.039*metastat + 0.038*patient + 0.037*intraop + 0.032*thrombosi
topic #6: 0.103*lymphoma + 0.091*line + 0.074*cell + 0.036*fatti + 0.032*autoantibodi + 0.030*element + 0.020*contain + 0.020*tumor + 0.018*pig + 0.017*secretori
topic #7: 0.176*obstruct + 0.100*airwai + 0.079*rabbit + 0.061*challeng + 0.044*inhal + 0.041*allerg + 0.028*topic + 0.027*ventil + 0.026*mechan + 0.025*exacerb
topic #8: 0.102*imag + 0.039*scan + 0.039*magnet + 0.038*reson + 0.032*patient + 0.026*tomographi + 0.025*comput + 0.021*studi + 0.021*diagnosi + 0.020*evalu
topic #9: 0.099*gene + 0.038*mutat + 0.036*chromosom + 0.035*genet + 0.028*sequenc + 0.024*human + 0.021*mrna + 0.020*probe + 0.019*allel + 0.019*analysi
topic #10: 0.132*dose + 0.056*infus + 0.047*intraven + 0.035*patient + 0.026*effect + 0.024*given + 0.024*administ + 0.021*tumour + 0.020*microgram + 0.020*respons
topic #11: 0.099*isol + 0.090*hypoxia + 0.059*plaqu + 0.055*motion + 0.040*erythrocyt + 0.039*kinas + 0.035*proxim + 0.034*adenosin + 0.028*predomin + 0.025*global
topic #12: 0.125*reaction + 0.044*second + 0.037*hypersensit + 0.032*unilater + 0.027*fetus + 0.025*exchang + 0.024*indomethacin + 0.018*acceler + 0.018*advers + 0.017*choroid
topic #13: 0.077*viru + 0.063*dna + 0.039*chain + 0.032*detect + 0.031*infect + 0.029*region + 0.028*viral + 0.024*htlv + 0.020*polymeras + 0.018*replic
topic #14: 0.151*test + 0.080*sensit + 0.074*posit + 0.066*growth + 0.047*specif + 0.037*detect + 0.031*neg + 0.029*valu + 0.022*predict + 0.021*result
topic #15: 0.332*cell + 0.029*lymphocyt + 0.023*peripher + 0.018*blood + 0.017*prolifer + 0.016*adhes + 0.014*number + 0.014*degener + 0.012*cultur + 0.012*matur
topic #16: 0.138*case + 0.068*report + 0.049*lesion + 0.038*present + 0.030*diseas + 0.023*patient + 0.020*associ + 0.020*rare + 0.018*review + 0.018*literatur
topic #17: 0.122*node + 0.102*stage + 0.100*densiti + 0.095*dissect + 0.085*lymph + 0.071*radic + 0.047*psoriasi + 0.041*gallbladd + 0.041*amyloid + 0.034*captopril
topic #18: 0.197*syndrom + 0.074*disord + 0.031*patient + 0.023*physician + 0.023*diseas + 0.017*clinic + 0.016*fatigu + 0.012*laboratori + 0.012*diagnosi + 0.012*ill
topic #19: 0.133*resist + 0.062*suscept + 0.062*strain + 0.053*suppress + 0.046*gamma + 0.035*iron + 0.033*relax + 0.032*ifn + 0.028*endogen + 0.022*toxin
topic #20: 0.170*aortic + 0.104*event + 0.067*sinu + 0.062*sudden + 0.060*peptid + 0.055*aneurysm + 0.030*natriuret + 0.027*atherosclerot + 0.024*difficulti + 0.023*heavi
topic #21: 0.114*delai + 0.085*esophag + 0.083*heal + 0.061*hyperplasia + 0.053*endoscop + 0.046*reflux + 0.041*varic + 0.036*strictur + 0.033*take + 0.032*red
topic #22: 0.191*chronic + 0.182*hepat + 0.076*depress + 0.071*congenit + 0.041*sexual + 0.039*twin + 0.029*adolesc + 0.027*young + 0.024*women + 0.023*ectop
topic #23: 0.038*risk + 0.032*popul + 0.027*preval + 0.027*rate + 0.026*health + 0.025*increas + 0.024*obes + 0.023*incid + 0.021*program + 0.020*state
topic #24: 0.151*hiv + 0.108*infect + 0.084*aid + 0.065*immunodefici + 0.058*viru + 0.051*human + 0.031*patient + 0.017*cocain + 0.015*sarcoma + 0.015*acquir
topic #25: 0.188*protein + 0.035*endotheli + 0.025*rearrang + 0.022*molecular + 0.019*cross + 0.017*human + 0.016*bind + 0.015*fibrinogen + 0.014*restrict + 0.014*molecul
topic #26: 0.195*skin + 0.120*central + 0.057*nervou + 0.054*contact + 0.045*hla + 0.036*cutan + 0.033*person + 0.031*tuberculosi + 0.027*patient + 0.027*cn
topic #27: 0.080*patient + 0.072*gastric + 0.065*biopsi + 0.061*intestin + 0.051*gastrointestin + 0.040*bowel + 0.034*mucos + 0.029*mucosa + 0.027*ingest + 0.025*small
topic #28: 0.256*pain + 0.056*cycl + 0.044*pelvic + 0.029*intermitt + 0.027*treatment + 0.022*potassium + 0.020*relief + 0.019*patient + 0.017*effect + 0.016*short
topic #29: 0.100*implant + 0.090*thyroid + 0.049*neuron + 0.040*nasal + 0.038*movement + 0.030*deform + 0.029*ocular + 0.028*follicular + 0.027*ankl + 0.027*lobe
topic #30: 0.120*failur + 0.080*spinal + 0.065*cord + 0.052*segment + 0.037*compress + 0.030*function + 0.028*recoveri + 0.026*patient + 0.018*injuri + 0.018*decompress
topic #31: 0.163*calcium + 0.090*tempor + 0.068*metastas + 0.057*parathyroid + 0.053*cold + 0.037*phosphat + 0.036*hyperparathyroid + 0.033*hypercalcemia + 0.025*pth + 0.023*febril
topic #32: 0.117*respons + 0.072*mice + 0.041*immun + 0.033*cell + 0.024*vitro + 0.024*lymphocyt + 0.023*vitamin + 0.023*vivo + 0.018*block + 0.016*deplet
topic #33: 0.417*group + 0.026*pulmonari + 0.024*significantli + 0.023*differ + 0.018*compar + 0.016*embol + 0.015*death + 0.014*patient + 0.014*incid + 0.014*control
topic #34: 0.203*ulcer + 0.065*histamin + 0.061*basal + 0.058*epidur + 0.049*analgesia + 0.049*patient + 0.042*duoden + 0.039*pylori + 0.020*chronic + 0.020*peptic
topic #35: 0.081*fluid + 0.070*neutrophil + 0.064*grade + 0.054*count + 0.039*anemia + 0.033*ascit + 0.031*granulocyt + 0.029*patient + 0.028*hemoglobin + 0.025*height
topic #36: 0.153*platelet + 0.082*colon + 0.059*structur + 0.045*section + 0.042*electron + 0.039*surfac + 0.039*microscopi + 0.038*rectal + 0.034*aggreg + 0.034*anaesthesia
topic #37: 0.075*rat + 0.039*anim + 0.036*effect + 0.028*increas + 0.025*model + 0.021*induc + 0.018*control + 0.018*experiment + 0.017*inhibit + 0.013*reperfus
topic #38: 0.216*plasma + 0.068*heparin + 0.042*light + 0.041*level + 0.039*concentr + 0.034*lipoprotein + 0.025*activ + 0.019*ring + 0.018*low + 0.017*rna
topic #39: 0.185*children + 0.134*ag + 0.065*infant + 0.054*year + 0.027*older + 0.026*ratio + 0.019*younger + 0.016*month + 0.015*adult + 0.014*perinat
topic #40: 0.344*dai + 0.060*treatment + 0.039*interferon + 0.020*week + 0.016*daili + 0.015*effect + 0.015*therapi + 0.015*treat + 0.013*start + 0.012*period
topic #41: 0.082*pregnanc + 0.052*fetal + 0.045*neonat + 0.038*women + 0.035*infant + 0.034*matern + 0.032*deliveri + 0.031*birth + 0.029*gestat + 0.017*week
topic #42: 0.112*diabet + 0.096*hypertens + 0.067*insulin + 0.056*exercis + 0.039*patient + 0.031*control + 0.019*heart + 0.019*portal + 0.015*ventricular + 0.013*eject
topic #43: 0.202*level + 0.135*serum + 0.058*concentr + 0.045*elev + 0.034*patient + 0.019*measur + 0.018*eosinophil + 0.018*increas + 0.018*correl + 0.017*diseas
topic #44: 0.197*liver + 0.067*delet + 0.053*fibril + 0.051*ethanol + 0.049*hepat + 0.042*arrest + 0.041*inject + 0.035*contract + 0.028*preserv + 0.022*epinephrin
topic #45: 0.064*pattern + 0.040*clinic + 0.022*chang + 0.022*induct + 0.021*distribut + 0.019*differ + 0.018*nurs + 0.017*make + 0.015*import + 0.014*understand
topic #46: 0.119*alpha + 0.103*normal + 0.051*patient + 0.049*intens + 0.043*signal + 0.040*low + 0.028*pituitari + 0.024*free + 0.018*hormon + 0.018*increas
topic #47: 0.078*ventricular + 0.069*vessel + 0.068*arrhythmia + 0.063*membran + 0.060*dilat + 0.035*fiber + 0.034*doppler + 0.022*color + 0.021*cardiomyopathi + 0.019*disrupt
topic #48: 0.063*defici + 0.047*famili + 0.046*dysfunct + 0.040*breast + 0.031*sever + 0.024*present + 0.022*diseas + 0.022*diagnosi + 0.020*sign + 0.019*perfor
topic #49: 0.195*acut + 0.085*beta + 0.046*leukemia + 0.044*patient + 0.037*system + 0.033*lupu + 0.030*remiss + 0.023*phase + 0.020*erythematosu + 0.020*diseas
topic #50: 0.114*antigen + 0.095*patient + 0.084*antibodi + 0.058*reactiv + 0.034*sera + 0.023*fusion + 0.019*assai + 0.018*diseas + 0.016*enzym + 0.016*posit
topic #51: 0.106*patient + 0.051*stenosi + 0.048*chest + 0.034*wall + 0.025*facial + 0.025*abdomin + 0.020*radiograph + 0.019*find + 0.018*abnorm + 0.014*pleural
topic #52: 0.117*percent + 0.086*abnorm + 0.054*dog + 0.047*cholesterol + 0.045*tachycardia + 0.033*cardiovascular + 0.026*lipid + 0.016*psychiatr + 0.014*canin + 0.014*function
topic #53: 0.110*retin + 0.097*ear + 0.082*middl + 0.078*cyst + 0.070*media + 0.049*cystic + 0.048*otiti + 0.046*ultrasonographi + 0.042*allergen + 0.039*dermat
topic #54: 0.060*carotid + 0.051*head + 0.050*recurr + 0.050*cervic + 0.043*neck + 0.041*patient + 0.034*local + 0.032*echocardiographi + 0.027*excis + 0.022*surgic
topic #55: 0.177*tumor + 0.143*fractur + 0.090*laser + 0.057*degre + 0.048*temperatur + 0.044*fixat + 0.034*locat + 0.026*ablat + 0.021*instrument + 0.020*treat
topic #56: 0.070*emerg + 0.067*wound + 0.042*flap + 0.041*upper + 0.032*deep + 0.029*correct + 0.029*depart + 0.026*extrem + 0.018*patient + 0.017*uterin
topic #57: 0.152*tissu + 0.033*infiltr + 0.032*map + 0.032*stain + 0.027*specimen + 0.026*soft + 0.024*histolog + 0.023*pace + 0.021*connect + 0.017*biopsi
topic #58: 0.108*patient + 0.038*aspirin + 0.037*angiograph + 0.030*acquir + 0.030*corticosteroid + 0.030*fever + 0.028*therapi + 0.026*lavag + 0.024*pneumonia + 0.021*infect
topic #59: 0.107*arteri + 0.088*coronari + 0.057*infarct + 0.055*myocardi + 0.041*left + 0.027*ventricular + 0.023*cardiac + 0.023*patient + 0.020*occlus + 0.019*right
topic #60: 0.120*patient + 0.078*angioplasti + 0.048*episod + 0.046*fibrosi + 0.034*stent + 0.034*periton + 0.030*idiopath + 0.024*dialysi + 0.023*interstiti + 0.022*fev
topic #61: 0.204*patient + 0.058*year + 0.036*month + 0.029*follow + 0.022*diseas + 0.021*mean + 0.018*cent + 0.016*recurr + 0.014*rang + 0.014*ag
topic #62: 0.133*carcinoma + 0.082*tumor + 0.045*cell + 0.027*histolog + 0.026*squamou + 0.025*neoplasm + 0.024*dna + 0.023*adenoma + 0.021*invas + 0.020*case
topic #63: 0.157*hemorrhag + 0.106*bleed + 0.102*brain + 0.073*stress + 0.045*csf + 0.025*cerebrospin + 0.024*subarachnoid + 0.023*fill + 0.023*fluid + 0.022*channel
topic #64: 0.087*loss + 0.053*patient + 0.043*hip + 0.043*femor + 0.040*arthriti + 0.030*total + 0.029*rheumatoid + 0.025*primari + 0.024*follow + 0.024*year
topic #65: 0.137*spontan + 0.101*necrosi + 0.098*late + 0.059*ischem + 0.045*transloc + 0.044*transient + 0.043*hypox + 0.039*earli + 0.031*tension + 0.027*cytogenet
topic #66: 0.126*anterior + 0.051*patient + 0.046*intern + 0.045*headach + 0.039*disturb + 0.037*adren + 0.037*symptom + 0.034*attack + 0.030*memori + 0.023*sickl
topic #67: 0.123*burn + 0.074*diarrhea + 0.054*pharmacolog + 0.050*retinopathi + 0.045*dysplasia + 0.042*estrogen + 0.037*endocrin + 0.030*stool + 0.029*therapi + 0.028*ventilatori
topic #68: 0.038*measur + 0.035*score + 0.027*assess + 0.024*correl + 0.021*predict + 0.021*method + 0.019*analysi + 0.016*evalu + 0.016*studi + 0.015*signific
topic #69: 0.217*acid + 0.054*mmol + 0.054*patient + 0.048*amino + 0.043*withdraw + 0.038*behavior + 0.033*angiographi + 0.028*branch + 0.021*encephalopathi + 0.020*partial
topic #70: 0.046*organ + 0.043*therapi + 0.042*treatment + 0.042*antibiot + 0.041*infect + 0.035*patient + 0.028*bacteri + 0.023*cultur + 0.020*sepsi + 0.017*bacteria
topic #71: 0.076*patient + 0.046*treatment + 0.033*receiv + 0.029*placebo + 0.029*trial + 0.027*studi + 0.027*effect + 0.023*therapi + 0.022*random + 0.014*compar
topic #72: 0.094*shock + 0.067*size + 0.055*wave + 0.047*stone + 0.042*cortic + 0.038*atrophi + 0.033*conserv + 0.032*optic + 0.029*calcif + 0.029*norepinephrin
topic #73: 0.094*nerv + 0.089*valv + 0.046*mitral + 0.040*patient + 0.033*motor + 0.021*electrophysiolog + 0.019*potenti + 0.019*sympathet + 0.019*regurgit + 0.018*replac
topic #74: 0.059*hour + 0.038*time + 0.038*mean + 0.032*patient + 0.027*sodium + 0.021*minut + 0.021*concentr + 0.019*peak + 0.017*min + 0.016*durat
topic #75: 0.070*children + 0.056*child + 0.050*month + 0.047*parent + 0.038*pediatr + 0.029*work + 0.027*boi + 0.022*girl + 0.020*detach + 0.019*year
topic #76: 0.067*muscl + 0.067*blood + 0.055*flow + 0.048*glucos + 0.030*ischemia + 0.026*increas + 0.017*weight + 0.017*normal + 0.015*bodi + 0.015*hypertrophi
topic #77: 0.090*surviv + 0.051*patient + 0.043*therapi + 0.035*chemotherapi + 0.031*treatment + 0.027*radiat + 0.023*resect + 0.017*month + 0.014*prognosi + 0.014*treat
topic #78: 0.097*discharg + 0.092*duct + 0.089*bile + 0.065*biliari + 0.054*scar + 0.040*face + 0.040*junction + 0.038*penetr + 0.033*common + 0.032*pancrea
topic #79: 0.350*express + 0.123*class + 0.072*childhood + 0.053*epitheli + 0.049*blind + 0.033*corneal + 0.026*antigen + 0.023*synovi + 0.019*surfac + 0.012*featur
topic #80: 0.178*defect + 0.107*fistula + 0.095*multipl + 0.068*sclerosi + 0.044*load + 0.043*bladder + 0.036*agonist + 0.026*margin + 0.023*urethr + 0.021*dopamin
topic #81: 0.170*subject + 0.093*alcohol + 0.086*control + 0.032*patient + 0.025*differ + 0.021*compar + 0.020*healthi + 0.019*significantli + 0.016*normal + 0.014*studi
topic #82: 0.133*activ + 0.044*stimul + 0.036*product + 0.022*macrophag + 0.021*normal + 0.020*releas + 0.020*tnf + 0.018*increas + 0.018*regul + 0.017*factor
topic #83: 0.155*renal + 0.104*transplant + 0.102*graft + 0.037*kidnei + 0.029*recipi + 0.027*function + 0.024*delta + 0.017*renin + 0.016*allograft + 0.016*creatinin
topic #84: 0.080*bypass + 0.030*bilater + 0.029*patient + 0.027*abscess + 0.026*tube + 0.025*drainag + 0.023*manag + 0.023*percutan + 0.022*complic + 0.021*requir
topic #85: 0.062*visual + 0.052*limb + 0.051*patient + 0.027*open + 0.027*hematoma + 0.027*urinari + 0.021*patch + 0.021*rhythm + 0.018*amput + 0.017*salvag
topic #86: 0.061*risk + 0.041*heart + 0.032*factor + 0.027*mortal + 0.026*stroke + 0.024*ag + 0.024*death + 0.023*studi + 0.021*rate + 0.018*year
topic #87: 0.105*infect + 0.050*respiratori + 0.041*asthma + 0.038*hospit + 0.029*acut + 0.025*transfus + 0.024*patient + 0.021*tract + 0.018*blood + 0.018*admiss
topic #88: 0.124*hormon + 0.075*white + 0.056*black + 0.052*aorta + 0.051*air + 0.034*ovarian + 0.033*arm + 0.027*anal + 0.026*retard + 0.025*replac
topic #89: 0.219*receptor + 0.072*bind + 0.061*site + 0.042*steroid + 0.033*melanoma + 0.030*layer + 0.027*augment + 0.022*differenti + 0.022*myc + 0.021*ami
topic #90: 0.163*antibodi + 0.122*anti + 0.057*igg + 0.046*monoclon + 0.034*transport + 0.031*immunoglobulin + 0.023*igm + 0.020*tgf + 0.019*hbv + 0.019*mab
topic #91: 0.025*women + 0.025*studi + 0.018*symptom + 0.016*intak + 0.015*associ + 0.015*histori + 0.014*self + 0.014*men + 0.013*survei + 0.013*questionnair
topic #92: 0.129*drug + 0.067*effect + 0.052*agent + 0.037*toxic + 0.033*treatment + 0.032*us + 0.030*therapi + 0.029*elderli + 0.023*combin + 0.019*activ
topic #93: 0.128*trauma + 0.114*pancreat + 0.068*rest + 0.051*ventricl + 0.050*energi + 0.041*sutur + 0.038*patient + 0.037*carbon + 0.030*vagin + 0.028*islet
topic #94: 0.070*bodi + 0.047*nutrit + 0.041*year + 0.033*spine + 0.033*woman + 0.030*man + 0.023*thorac + 0.021*thrombu + 0.020*lumbar + 0.019*medial
topic #95: 0.201*ey + 0.115*prostat + 0.097*post + 0.087*pre + 0.081*joint + 0.058*mmhg + 0.028*prolif + 0.026*myeloid + 0.008*patient + 0.008*examin
topic #96: 0.060*injuri + 0.056*pressur + 0.036*blood + 0.034*increas + 0.031*arteri + 0.027*oxygen + 0.022*volum + 0.020*decreas + 0.019*pulmonari + 0.018*chang
topic #97: 0.032*diseas + 0.025*exposur + 0.015*factor + 0.015*patient + 0.014*research + 0.014*clinic + 0.014*non + 0.012*manag + 0.011*studi + 0.011*care
topic #98: 0.077*patient + 0.049*oper + 0.048*surgeri + 0.046*postop + 0.037*complic + 0.036*procedur + 0.034*surgic + 0.024*repair + 0.020*result + 0.018*perform
topic #99: 0.162*malign + 0.083*benign + 0.060*threshold + 0.051*gland + 0.051*angiotensin + 0.046*contralater + 0.038*blocker + 0.030*focal + 0.029*inner + 0.024*radiograph

3. gensim lsi
topic #0(1161.030): 0.784*"patient" + 0.155*"group" + 0.136*"studi" + 0.131*"diseas" + 0.102*"treatment" + 0.102*"cell" + 0.098*"year" + 0.086*"result" + 0.083*"increas" + 0.079*"clinic"
topic #1(569.743): -0.608*"cell" + 0.444*"patient" + -0.147*"increas" + -0.136*"studi" + -0.133*"activ" + -0.118*"tumor" + -0.118*"effect" + -0.117*"human" + -0.101*"rat" + -0.097*"level"
topic #2(477.247): -0.535*"cell" + 0.414*"group" + -0.301*"patient" + 0.154*"increas" + 0.139*"effect" + 0.136*"pressur" + -0.134*"tumor" + 0.131*"studi" + 0.131*"control" + 0.110*"arteri"
topic #3(390.690): -0.439*"group" + 0.419*"infect" + -0.283*"cell" + 0.255*"diseas" + 0.246*"case" + 0.214*"hiv" + -0.152*"patient" + 0.144*"children" + 0.143*"risk" + 0.143*"year"
topic #4(369.942): -0.678*"group" + -0.327*"infect" + 0.188*"increas" + -0.176*"hiv" + 0.147*"arteri" + 0.145*"pressur" + 0.132*"level" + 0.117*"blood" + -0.109*"cell" + -0.108*"viru"
topic #0(1161.030): 0.784*"patient" + 0.155*"group" + 0.136*"studi" + 0.131*"diseas" + 0.102*"treatment" + 0.102*"cell" + 0.098*"year" + 0.086*"result" + 0.083*"increas" + 0.079*"clinic"
topic #1(569.743): -0.608*"cell" + 0.444*"patient" + -0.147*"increas" + -0.136*"studi" + -0.133*"activ" + -0.118*"tumor" + -0.118*"effect" + -0.117*"human" + -0.101*"rat" + -0.097*"level"
topic #2(477.247): -0.535*"cell" + 0.414*"group" + -0.301*"patient" + 0.154*"increas" + 0.139*"effect" + 0.136*"pressur" + -0.134*"tumor" + 0.131*"studi" + 0.131*"control" + 0.110*"arteri"
topic #3(390.690): -0.439*"group" + 0.419*"infect" + -0.283*"cell" + 0.255*"diseas" + 0.246*"case" + 0.214*"hiv" + -0.152*"patient" + 0.144*"children" + 0.143*"risk" + 0.143*"year"
topic #4(369.942): -0.678*"group" + -0.327*"infect" + 0.188*"increas" + -0.176*"hiv" + 0.147*"arteri" + 0.145*"pressur" + 0.132*"level" + 0.117*"blood" + -0.109*"cell" + -0.108*"viru"
topic #5(352.095): -0.396*"infect" + 0.317*"tumor" + 0.269*"year" + 0.264*"case" + -0.237*"hiv" + 0.194*"diseas" + -0.161*"patient" + -0.156*"viru" + 0.154*"cancer" + -0.147*"level"
topic #6(331.650): -0.397*"treatment" + 0.308*"arteri" + -0.305*"tumor" + 0.239*"coronari" + 0.233*"diseas" + -0.201*"effect" + -0.184*"therapi" + 0.165*"cell" + -0.150*"cancer" + 0.145*"group"
topic #7(316.817): -0.432*"diseas" + -0.285*"level" + 0.230*"treatment" + 0.221*"arteri" + -0.188*"serum" + 0.180*"infect" + 0.165*"effect" + -0.163*"group" + 0.151*"cell" + -0.135*"cancer"
topic #8(302.856): -0.498*"diseas" + 0.404*"tumor" + 0.297*"case" + -0.270*"treatment" + -0.230*"cell" + -0.153*"year" + -0.144*"therapi" + -0.104*"effect" + 0.104*"imag" + 0.094*"carcinoma"
topic #9(292.601): -0.446*"diseas" + 0.375*"year" + 0.312*"ag" + 0.198*"children" + -0.184*"treatment" + 0.167*"risk" + -0.156*"arteri" + 0.148*"cell" + -0.145*"tumor" + -0.125*"effect"
topic #10(283.350): -0.461*"tumor" + 0.421*"case" + -0.229*"infect" + -0.199*"cancer" + -0.197*"hiv" + -0.161*"arteri" + -0.144*"coronari" + 0.133*"report" + -0.129*"blood" + -0.124*"surviv"
topic #11(271.203): -0.391*"studi" + 0.269*"case" + 0.218*"renal" + 0.205*"blood" + -0.197*"test" + 0.194*"rat" + 0.189*"pressur" + 0.188*"hypertens" + 0.177*"year" + 0.140*"infect"
topic #12(265.011): -0.363*"blood" + -0.280*"pressur" + -0.257*"hypertens" + 0.257*"children" + 0.227*"level" + 0.211*"year" + -0.186*"risk" + 0.155*"activ" + 0.148*"serum" + -0.147*"cancer"
topic #13(255.150): -0.355*"children" + -0.294*"blood" + 0.252*"risk" + 0.246*"increas" + -0.232*"pressur" + 0.203*"rat" + 0.178*"factor" + 0.151*"diabet" + 0.145*"cancer" + -0.145*"test"
topic #14(252.539): -0.484*"level" + 0.288*"rat" + -0.267*"case" + -0.261*"serum" + -0.197*"coronari" + -0.196*"treatment" + -0.152*"risk" + -0.141*"arteri" + 0.139*"control" + 0.135*"studi"
topic #15(244.294): -0.377*"diabet" + 0.308*"increas" + -0.299*"insulin" + -0.242*"arteri" + -0.235*"coronari" + -0.217*"glucos" + -0.179*"control" + -0.178*"treatment" + 0.176*"pulmonari" + 0.160*"activ"
topic #16(239.609): 0.410*"hepat" + 0.288*"antibodi" + 0.192*"viru" + 0.179*"liver" + 0.178*"blood" + -0.176*"infect" + -0.167*"increas" + 0.159*"anti" + 0.155*"year" + -0.153*"hiv"
topic #17(237.835): 0.335*"children" + 0.283*"factor" + 0.275*"tumor" + -0.251*"cancer" + -0.204*"hiv" + 0.197*"risk" + -0.190*"case" + -0.180*"rate" + 0.167*"acut" + -0.159*"increas"
topic #18(234.367): -0.327*"ventricular" + 0.266*"cancer" + 0.219*"arteri" + -0.216*"case" + -0.203*"tumor" + -0.186*"heart" + -0.164*"left" + 0.149*"injuri" + -0.148*"hepat" + 0.144*"level"
topic #19(232.698): 0.432*"activ" + -0.262*"dai" + -0.262*"studi" + 0.208*"hiv" + -0.206*"hepat" + -0.202*"case" + 0.198*"treatment" + -0.156*"cancer" + 0.144*"factor" + -0.133*"acut"
topic #20(225.547): -0.365*"activ" + 0.359*"renal" + -0.215*"respons" + -0.207*"blood" + 0.203*"ventricular" + -0.199*"control" + -0.198*"children" + -0.193*"case" + 0.176*"level" + 0.154*"treatment"
topic #21(223.584): -0.410*"cancer" + -0.304*"children" + 0.237*"studi" + -0.199*"treatment" + -0.193*"respons" + -0.169*"arteri" + 0.155*"tumor" + 0.150*"diseas" + -0.148*"pulmonari" + 0.144*"blood"
topic #22(221.611): -0.330*"studi" + -0.319*"renal" + -0.298*"hiv" + -0.255*"arteri" + 0.207*"rate" + 0.175*"infect" + -0.169*"year" + 0.161*"blood" + -0.154*"effect" + -0.125*"dose"
topic #23(220.509): -0.295*"activ" + -0.274*"rat" + -0.236*"cancer" + 0.229*"increas" + -0.217*"ventricular" + 0.203*"test" + 0.183*"renal" + 0.182*"rate" + -0.179*"studi" + -0.172*"control"
topic #24(219.171): -0.426*"rat" + -0.277*"respons" + 0.266*"treatment" + 0.238*"hepat" + 0.206*"control" + 0.198*"increas" + -0.181*"hiv" + -0.180*"dai" + 0.158*"subject" + 0.152*"activ"
topic #25(215.186): -0.471*"renal" + -0.297*"rate" + -0.277*"activ" + 0.223*"increas" + 0.183*"rat" + -0.171*"cancer" + 0.161*"treatment" + 0.139*"hepat" + 0.127*"ag" + 0.124*"pulmonari"
topic #26(214.445): 0.314*"control" + -0.312*"increas" + 0.223*"pulmonari" + -0.194*"lesion" + 0.193*"renal" + 0.185*"dai" + -0.182*"children" + -0.171*"blood" + 0.167*"women" + -0.150*"effect"
topic #27(213.152): 0.201*"activ" + 0.197*"rat" + 0.191*"renal" + 0.191*"acut" + -0.184*"human" + -0.182*"gene" + 0.181*"clinic" + 0.180*"infarct" + -0.178*"studi" + 0.147*"increas"
topic #28(210.427): 0.347*"children" + -0.327*"respons" + -0.266*"studi" + 0.253*"effect" + 0.222*"control" + 0.199*"hiv" + 0.187*"rat" + 0.176*"test" + -0.168*"pulmonari" + -0.154*"year"
topic #29(207.739): 0.333*"antibodi" + -0.253*"dai" + -0.243*"normal" + -0.242*"syndrom" + 0.226*"studi" + 0.193*"increas" + 0.161*"treatment" + -0.153*"gene" + 0.151*"anti" + -0.150*"human"
topic #30(207.003): -0.325*"dai" + 0.309*"effect" + -0.286*"increas" + 0.250*"pulmonari" + 0.186*"year" + 0.184*"pain" + -0.178*"imag" + 0.177*"cancer" + 0.176*"level" + -0.156*"antibodi"
topic #31(206.235): 0.365*"rate" + -0.230*"effect" + 0.224*"treatment" + -0.184*"imag" + -0.160*"therapi" + -0.157*"test" + 0.157*"studi" + -0.148*"insulin" + -0.147*"activ" + 0.142*"gene"
topic #32(205.081): 0.320*"hiv" + -0.287*"infect" + -0.238*"year" + 0.235*"activ" + 0.213*"pulmonari" + 0.206*"children" + -0.199*"effect" + 0.186*"month" + 0.165*"hepat" + -0.160*"pain"
topic #33(202.779): 0.367*"respons" + 0.270*"control" + 0.220*"factor" + -0.192*"women" + -0.192*"dai" + -0.179*"activ" + -0.165*"pulmonari" + 0.162*"risk" + 0.160*"month" + 0.145*"injuri"
topic #34(200.526): -0.240*"year" + -0.237*"acut" + 0.232*"respons" + -0.216*"lung" + 0.214*"women" + 0.204*"rate" + 0.203*"children" + -0.187*"infarct" + -0.164*"blood" + 0.156*"hepat"
topic #35(199.545): 0.335*"antibodi" + -0.312*"factor" + 0.247*"syndrom" + -0.231*"test" + -0.201*"respons" + 0.198*"associ" + 0.196*"effect" + -0.183*"treatment" + 0.175*"control" + -0.169*"case"
topic #36(195.062): -0.444*"therapi" + 0.254*"factor" + 0.243*"concentr" + -0.242*"women" + 0.199*"dai" + -0.195*"increas" + 0.179*"treatment" + 0.177*"clinic" + -0.168*"result" + 0.166*"lesion"
topic #37(194.705): 0.278*"dai" + -0.268*"rate" + -0.267*"imag" + 0.226*"pain" + -0.214*"lesion" + -0.195*"therapi" + -0.187*"factor" + -0.162*"control" + 0.160*"cancer" + 0.147*"diabet"
topic #38(193.251): 0.312*"women" + 0.275*"normal" + 0.253*"concentr" + -0.226*"level" + -0.179*"diabet" + -0.166*"lesion" + 0.164*"studi" + 0.163*"protein" + -0.158*"type" + 0.156*"blood"
topic #39(190.949): 0.371*"clinic" + 0.264*"month" + -0.231*"normal" + 0.200*"pain" + 0.177*"therapi" + -0.177*"imag" + -0.175*"treatment" + 0.174*"protein" + 0.169*"mean" + -0.156*"level"
topic #40(188.793): -0.408*"syndrom" + 0.253*"women" + 0.251*"acut" + 0.241*"pain" + -0.236*"test" + 0.181*"respons" + 0.175*"imag" + -0.157*"clinic" + 0.128*"hiv" + -0.127*"studi"
topic #41(188.151): -0.363*"lesion" + 0.270*"clinic" + 0.266*"bone" + -0.200*"test" + -0.189*"acid" + -0.187*"carcinoma" + -0.175*"ulcer" + -0.167*"type" + 0.145*"arteri" + -0.143*"therapi"
topic #42(185.359): 0.491*"pain" + -0.249*"respons" + 0.241*"rate" + 0.221*"factor" + -0.200*"clinic" + 0.160*"antibodi" + -0.147*"protein" + -0.138*"ag" + 0.133*"bone" + 0.129*"therapi"
topic #43(184.273): -0.265*"injuri" + 0.239*"control" + -0.236*"bone" + -0.235*"diabet" + 0.213*"dai" + 0.207*"hypertens" + -0.205*"type" + 0.181*"subject" + -0.180*"associ" + -0.166*"ag"
topic #44(182.833): -0.305*"protein" + -0.277*"month" + 0.205*"concentr" + 0.204*"bone" + 0.204*"type" + 0.198*"result" + 0.196*"women" + 0.188*"human" + -0.175*"normal" + -0.158*"acid"
topic #45(181.957): 0.289*"therapi" + -0.232*"hypertens" + -0.221*"effect" + -0.210*"month" + -0.205*"normal" + 0.186*"pain" + -0.181*"clinic" + 0.166*"associ" + 0.160*"protein" + -0.160*"bone"
topic #46(180.179): 0.335*"normal" + -0.237*"month" + 0.223*"subject" + -0.218*"control" + -0.194*"women" + -0.194*"infant" + 0.186*"therapi" + 0.165*"ulcer" + 0.165*"dai" + -0.164*"syndrom"
topic #47(179.449): -0.269*"percent" + 0.238*"test" + -0.227*"risk" + -0.210*"concentr" + -0.198*"bone" + 0.189*"dai" + 0.189*"growth" + -0.184*"result" + 0.180*"factor" + -0.175*"high"
topic #48(177.863): -0.276*"protein" + -0.264*"clinic" + -0.219*"percent" + -0.191*"lesion" + 0.179*"acut" + -0.162*"women" + -0.158*"dai" + -0.153*"blood" + 0.152*"syndrom" + 0.151*"imag"
topic #49(176.395): 0.363*"protein" + 0.288*"bone" + -0.270*"normal" + -0.265*"percent" + -0.250*"rat" + 0.245*"acid" + -0.181*"type" + 0.138*"hypertens" + -0.136*"valv" + 0.130*"ventricular"
topic #50(175.262): 0.292*"associ" + 0.271*"acut" + 0.225*"valv" + -0.209*"injuri" + -0.195*"therapi" + 0.178*"aortic" + -0.155*"human" + 0.150*"bone" + 0.150*"effect" + -0.143*"diabet"
topic #51(173.108): -0.310*"result" + 0.248*"clinic" + 0.244*"acid" + 0.181*"type" + -0.165*"pressur" + -0.165*"syndrom" + -0.163*"coronari" + -0.150*"protein" + 0.144*"risk" + -0.142*"lesion"
topic #52(172.382): 0.241*"percent" + 0.222*"injuri" + -0.220*"syndrom" + 0.198*"arteri" + 0.174*"associ" + 0.170*"ventricular" + -0.164*"human" + 0.157*"result" + -0.143*"coronari" + -0.140*"lung"
topic #53(170.962): 0.250*"valv" + 0.216*"death" + 0.213*"alpha" + 0.203*"lesion" + 0.199*"pain" + 0.182*"diabet" + 0.181*"caus" + 0.179*"serum" + -0.177*"syndrom" + 0.172*"beta"
topic #54(169.757): -0.302*"serum" + -0.294*"type" + -0.216*"alpha" + -0.188*"diabet" + -0.179*"concentr" + 0.167*"ag" + -0.158*"imag" + 0.154*"human" + 0.149*"insulin" + 0.145*"bone"
topic #55(168.818): 0.291*"associ" + -0.273*"percent" + -0.206*"syndrom" + -0.199*"result" + -0.197*"diabet" + -0.180*"ulcer" + -0.180*"acut" + 0.157*"injuri" + -0.152*"ventricular" + 0.143*"test"
topic #56(167.672): -0.277*"valv" + -0.186*"protein" + -0.185*"percent" + -0.172*"viru" + -0.166*"aortic" + -0.165*"injuri" + -0.164*"type" + 0.162*"beta" + -0.160*"acut" + -0.160*"mitral"
topic #57(166.645): 0.405*"type" + -0.256*"percent" + -0.230*"associ" + -0.183*"serum" + 0.181*"protein" + -0.172*"ulcer" + 0.169*"ag" + 0.162*"infant" + 0.146*"liver" + -0.143*"human"
topic #58(166.012): -0.384*"acid" + -0.337*"result" + 0.188*"bone" + 0.184*"protein" + 0.159*"associ" + -0.157*"dose" + 0.152*"effect" + -0.145*"diabet" + 0.134*"percent" + -0.132*"mice"
topic #59(165.667): -0.281*"infant" + 0.237*"diabet" + -0.235*"ag" + -0.190*"type" + 0.184*"dose" + 0.163*"women" + 0.158*"lesion" + 0.148*"acut" + -0.144*"heart" + -0.141*"coronari"
topic #60(164.619): -0.364*"result" + 0.326*"percent" + 0.195*"hypertens" + 0.192*"surviv" + -0.173*"rate" + -0.163*"risk" + -0.142*"chronic" + 0.135*"death" + 0.135*"pain" + 0.130*"time"
topic #61(163.690): -0.383*"associ" + 0.238*"acid" + -0.217*"infant" + -0.214*"result" + -0.182*"dose" + 0.181*"differ" + 0.170*"women" + -0.170*"protein" + -0.162*"normal" + 0.141*"injuri"
topic #62(161.021): -0.222*"heart" + -0.203*"infant" + 0.193*"month" + -0.183*"failur" + 0.167*"infarct" + -0.165*"develop" + 0.163*"function" + -0.162*"hiv" + 0.157*"rate" + 0.156*"human"
topic #63(160.711): -0.253*"alpha" + -0.249*"type" + 0.226*"effect" + -0.196*"percent" + -0.186*"dose" + -0.179*"heart" + -0.177*"receptor" + 0.175*"pain" + 0.173*"surviv" + 0.165*"lesion"
topic #64(160.017): 0.231*"risk" + 0.210*"death" + 0.198*"syndrom" + -0.179*"coronari" + -0.176*"develop" + 0.156*"tissu" + -0.156*"plasma" + -0.155*"subject" + -0.152*"percent" + 0.144*"infarct"
topic #65(159.354): 0.254*"carcinoma" + -0.247*"lesion" + 0.200*"pressur" + 0.190*"coronari" + -0.170*"percent" + 0.164*"us" + -0.157*"blood" + 0.152*"ulcer" + 0.149*"measur" + 0.135*"syndrom"
topic #66(158.368): 0.216*"alpha" + 0.207*"syndrom" + -0.203*"heart" + 0.201*"ag" + -0.196*"human" + 0.175*"injuri" + 0.170*"hepat" + -0.164*"alcohol" + -0.158*"liver" + 0.147*"beta"
topic #67(156.846): -0.260*"ulcer" + 0.243*"acid" + 0.190*"mean" + 0.181*"liver" + -0.180*"differ" + -0.173*"protein" + -0.166*"plasma" + -0.157*"subject" + -0.152*"gastric" + -0.142*"death"
topic #68(155.273): 0.317*"human" + 0.244*"alpha" + 0.202*"surviv" + -0.182*"develop" + -0.173*"growth" + 0.168*"beta" + -0.163*"gene" + -0.163*"hiv" + 0.161*"present" + 0.156*"acid"
topic #69(154.070): 0.396*"subject" + -0.210*"mice" + -0.177*"percent" + -0.174*"concentr" + -0.163*"ulcer" + -0.152*"serum" + 0.148*"liver" + -0.141*"chronic" + 0.140*"dose" + 0.139*"result"
topic #70(152.649): -0.219*"plasma" + 0.211*"develop" + 0.201*"subject" + -0.194*"tissu" + 0.172*"alpha" + -0.170*"diabet" + 0.161*"serum" + 0.158*"insulin" + -0.145*"percent" + -0.142*"graft"
topic #71(151.259): -0.314*"develop" + -0.258*"carcinoma" + 0.231*"dose" + -0.219*"alpha" + -0.189*"mice" + -0.181*"plasma" + 0.172*"chronic" + -0.155*"infarct" + 0.154*"injuri" + -0.145*"ag"
topic #72(149.786): -0.312*"tissu" + 0.211*"ulcer" + -0.191*"carcinoma" + -0.181*"chronic" + 0.180*"type" + 0.175*"plasma" + -0.170*"muscl" + 0.163*"time" + 0.151*"normal" + 0.144*"pressur"
topic #73(148.658): 0.241*"injuri" + -0.215*"bone" + -0.204*"infant" + 0.184*"hypertens" + -0.179*"function" + 0.177*"heart" + 0.161*"syndrom" + 0.149*"compar" + -0.145*"receptor" + -0.142*"caus"
topic #74(147.933): -0.248*"death" + 0.220*"serum" + -0.202*"chronic" + 0.194*"heart" + 0.181*"ag" + -0.163*"associ" + 0.158*"liver" + -0.153*"mean" + 0.147*"present" + 0.145*"pressur"
topic #75(147.161): -0.316*"hypertens" + 0.210*"atrial" + 0.200*"pressur" + 0.181*"mice" + -0.171*"infant" + 0.163*"high" + -0.159*"lesion" + -0.159*"measur" + -0.155*"us" + -0.144*"graft"
topic #76(145.813): 0.224*"pancreat" + 0.221*"function" + 0.213*"chronic" + 0.200*"dose" + 0.174*"mice" + 0.167*"hypertens" + -0.155*"drug" + -0.152*"infarct" + 0.151*"carcinoma" + -0.148*"hepat"
topic #77(142.398): 0.256*"human" + 0.252*"liver" + 0.193*"chang" + -0.175*"time" + -0.167*"heart" + 0.165*"subject" + 0.162*"transplant" + 0.145*"risk" + -0.136*"normal" + -0.136*"acid"
topic #78(141.072): 0.305*"chang" + -0.256*"high" + -0.206*"express" + 0.182*"signific" + -0.161*"infarct" + -0.157*"low" + -0.148*"chronic" + 0.142*"pancreat" + 0.137*"dose" + 0.122*"acut"
topic #79(139.882): 0.262*"carcinoma" + -0.223*"present" + 0.199*"high" + -0.199*"atrial" + 0.164*"low" + 0.158*"pancreat" + -0.152*"infant" + 0.150*"chang" + -0.131*"recurr" + 0.121*"measur"
topic #80(139.107): -0.318*"carcinoma" + 0.273*"time" + 0.257*"muscl" + 0.184*"tissu" + -0.174*"differ" + -0.164*"alcohol" + -0.144*"injuri" + 0.144*"surviv" + -0.135*"drug" + -0.133*"signific"
topic #81(137.968): -0.266*"mean" + 0.257*"alcohol" + 0.228*"pressur" + -0.182*"time" + -0.172*"cholesterol" + -0.170*"present" + 0.170*"tissu" + -0.163*"carcinoma" + 0.162*"surgeri" + 0.142*"lung"
topic #82(135.172): 0.249*"express" + 0.238*"antigen" + 0.217*"chang" + -0.208*"carcinoma" + -0.196*"chronic" + -0.196*"graft" + 0.163*"alcohol" + 0.146*"receptor" + 0.142*"follow" + 0.140*"biopsi"
topic #83(134.042): -0.424*"atrial" + -0.200*"receptor" + -0.161*"pancreat" + -0.158*"express" + -0.157*"coronari" + 0.154*"cholesterol" + 0.154*"exercis" + -0.144*"time" + 0.133*"ventricular" + 
topic #84(132.164): -0.336*"alcohol" + 0.237*"graft" + 0.192*"express" + 0.153*"pancreat" + 0.148*"week" + 0.142*"time" + -0.134*"stage" + -0.133*"failur" + 0.129*"exercis" + 0.127*"antigen"
topic #85(130.117): 0.227*"atrial" + -0.226*"time" + 0.224*"flow" + -0.218*"carcinoma" + -0.196*"platelet" + -0.190*"angioplasti" + -0.161*"balloon" + 0.147*"growth" + -0.147*"ventricular" + 0.130*"aid"
topic #86(128.709): 0.293*"alcohol" + -0.267*"pregnanc" + 0.230*"receptor" + 0.187*"pancreat" + -0.172*"antigen" + 0.168*"graft" + -0.135*"infarct" + -0.131*"glucos" + -0.125*"chronic" + 0.125*"ischemia"
topic #87(127.500): -0.284*"alcohol" + 0.249*"exercis" + -0.217*"week" + -0.217*"graft" + 0.165*"present" + 0.157*"tissu" + 0.155*"liver" + 0.154*"sever" + -0.153*"chronic" + -0.149*"injuri"
topic #88(126.775): 0.370*"exercis" + 0.338*"alcohol" + -0.234*"function" + 0.207*"injuri" + 0.131*"atrial" + 0.131*"chronic" + -0.124*"drug" + -0.124*"carcinoma" + 0.119*"infant" + -0.119*"abnorm"
topic #89(125.694): -0.463*"exercis" + -0.255*"cardiac" + 0.195*"heart" + -0.168*"pancreat" + 0.149*"beta" + -0.136*"pregnanc" + 0.135*"infant" + 0.135*"test" + 0.128*"cholesterol" + 0.125*"liver"
topic #90(125.460): 0.294*"pancreat" + 0.210*"receptor" + 0.206*"platelet" + -0.173*"exercis" + -0.170*"drug" + 0.167*"report" + 0.160*"heart" + -0.159*"abnorm" + -0.153*"muscl" + -0.121*"respiratori"
topic #91(123.540): -0.220*"cardiac" + 0.211*"develop" + 0.197*"lung" + -0.184*"carcinoma" + -0.157*"function" + 0.153*"aortic" + -0.151*"follow" + -0.149*"acut" + -0.148*"tissu" + -0.143*"report"
topic #92(122.813): -0.281*"lung" + 0.252*"pulmonari" + 0.239*"flow" + 0.209*"pancreat" + -0.172*"left" + -0.168*"receptor" + -0.155*"pregnanc" + -0.151*"atrial" + 0.133*"express" + -0.130*"acut"
topic #93(120.265): 0.237*"flow" + 0.221*"coronari" + 0.208*"pregnanc" + 0.180*"graft" + -0.175*"lung" + -0.169*"pancreat" + -0.153*"arteri" + -0.147*"aid" + 0.146*"pulmonari" + 0.130*"alcohol"
topic #94(119.306): -0.258*"exercis" + -0.185*"liver" + 0.182*"pregnanc" + -0.173*"atrial" + 0.173*"lung" + 0.159*"alcohol" + 0.156*"mean" + -0.147*"beta" + 0.146*"present" + 0.143*"aortic"
topic #95(116.809): 0.267*"beta" + -0.241*"alpha" + -0.220*"flow" + 0.180*"cardiac" + -0.179*"antigen" + -0.170*"stage" + 0.163*"pancreat" + 0.154*"drug" + -0.153*"glucos" + 0.137*"abnorm"
topic #96(115.085): -0.226*"stage" + -0.207*"cholesterol" + 0.185*"breast" + -0.184*"ey" + 0.184*"aortic" + -0.162*"flow" + -0.160*"lung" + -0.149*"exercis" + 0.145*"malign" + 0.136*"cardiac"
topic #97(114.118): 0.263*"aid" + -0.248*"stage" + 0.212*"ey" + -0.200*"pancreat" + 0.189*"alcohol" + 0.188*"cardiac" + 0.172*"flow" + 0.139*"express" + 0.134*"graft" + 0.132*"aortic"
topic #98(112.157): -0.376*"ey" + 0.197*"week" + 0.185*"platelet" + -0.178*"visual" + -0.155*"retin" + 0.152*"infarct" + 0.149*"glucos" + -0.143*"ischemia" + 0.142*"atrial" + -0.138*"high"
topic #99(111.584): 0.369*"aortic" + 0.294*"stage" + 0.176*"aneurysm" + 0.175*"beta" + -0.172*"mitral" + 0.148*"report" + -0.138*"pancreat" + -0.137*"valv" + -0.135*"infarct" + -0.128*"alpha"

4. wang hdp
topic 0: 0.0324*cell + 0.0212*patient + 0.0091*tumor + 0.0082*express + 0.0080*human + 0.0077*studi + 0.0071*gene + ƒ0.0068*activ + 0.0068*diseas + 0.0061*case
topic 1: 0.0247*patient + 0.0123*cell + 0.0084*studi + 0.0072*increas + 0.0064*effect + 0.0063*group + 0.0061*diseas + 0.0058*activ + 0.0055*level + 0.0054*treatment
topic 2: 0.0287*patient + 0.0096*group + 0.0091*studi + 0.0085*increas + 0.0080*effect + 0.0068*level + 0.0064*treatment + 0.0063*diseas + 0.0060*blood + 0.0059*control
topic 3: 0.0293*patient + 0.0119*cell + 0.0095*infect + 0.0085*studi + 0.0084*diseas + 0.0060*group + 0.0057*treatment + 0.0054*case + 0.0053*increas + 0.0053*antibodi
topic 4: 0.0411*patient + 0.0106*group + 0.0088*arteri + 0.0077*studi + 0.0070*year + 0.0068*coronari + 0.0065*diseas + 0.0055*result + 0.0051*treatment + 0.0049*rate
topic 5: 0.0405*patient + 0.0084*diseas + 0.0080*year + 0.0080*studi + 0.0078*group + 0.0075*treatment + 0.0072*case + 0.0055*result + 0.0054*clinic + 0.0048*follow
topic 6: 0.0259*patient + 0.0094*studi + 0.0078*group + 0.0075*increas + 0.0071*diseas + 0.0068*effect + 0.0067*level + 0.0058*control + 0.0058*treatment + 0.0053*result
topic 7: 0.0337*patient + 0.0085*studi + 0.0085*group + 0.0081*arteri + 0.0074*ventricular + 0.0065*diseas + 0.0063*left + 0.0060*increas + 0.0054*pressur + 0.0053*coronari
topic 8: 0.0253*patient + 0.0106*group + 0.0090*studi + 0.0087*effect + 0.0086*increas + 0.0063*treatment + 0.0059*control + 0.0059*blood + 0.0054*pressur + 0.0052*result
topic 9: 0.0373*patient + 0.0094*studi + 0.0083*diseas + 0.0082*group + 0.0075*year + 0.0074*treatment + 0.0060*case + 0.0058*clinic + 0.0056*result + 0.0053*ag
topic 10: 0.0373*patient + 0.0089*studi + 0.0078*treatment + 0.0076*group + 0.0073*diseas + 0.0073*year + 0.0072*case + 0.0058*clinic + 0.0056*result + 0.0046*ag
topic 11: 0.0396*patient + 0.0101*case + 0.0096*tumor + 0.0086*diseas + 0.0078*year + 0.0072*studi + 0.0068*cell + 0.0064*treatment + 0.0059*cancer + 0.0058*clinic
topic 12: 0.0287*patient + 0.0213*infect + 0.0159*hiv + 0.0110*viru + 0.0088*studi + 0.0082*diseas + 0.0080*case + 0.0072*human + 0.0071*cell + 0.0067*hepat
topic 13: 0.0385*patient + 0.0098*case + 0.0078*year + 0.0066*studi + 0.0065*diseas + 0.0060*result + 0.0058*treatment + 0.0054*clinic + 0.0053*report + 0.0053*follow
topic 14: 0.0336*patient + 0.0147*infect + 0.0102*case + 0.0099*children + 0.0087*studi + 0.0078*diseas + 0.0077*year + 0.0071*treatment + 0.0068*clinic + 0.0060*group
topic 15: 0.0412*patient + 0.0094*treatment + 0.0085*case + 0.0077*studi + 0.0076*year + 0.0073*diseas + 0.0071*group + 0.0061*report + 0.0055*result + 0.0052*effect
topic 16: 0.0380*patient + 0.0126*case + 0.0095*treatment + 0.0092*diseas + 0.0081*report + 0.0073*year + 0.0072*studi + 0.0068*clinic + 0.0068*present + 0.0060*infect
topic 17: 0.0356*patient + 0.0142*case + 0.0096*report + 0.0084*year + 0.0078*present + 0.0071*treatment + 0.0055*diseas + 0.0055*injuri + 0.0054*complic + 0.0054*pancreat
topic 18: 0.0418*patient + 0.0159*cent + 0.0132*infect + 0.0115*hiv + 0.0092*cell + 0.0072*ascit + 0.0068*fluid + 0.0065*tumour + 0.0058*spontan + 0.0052*treatment
topic 19: 0.0375*patient + 0.0164*group + 0.0110*children + 0.0091*sinus + 0.0081*percent + 0.0081*surgic + 0.0063*treatment + 0.0062*leukemia + 0.0059*acut + 0.0058*sinu
topic 20: 0.0276*iron + 0.0093*patient + 0.0083*liver + 0.0079*factor + 0.0057*atrial + 0.0053*cell + 0.0051*major + 0.0051*effect + 0.0048*hepatocyt + 0.0046*natriuret
topic 21: 0.0297*renal + 0.0234*arteri + 0.0173*repair + 0.0149*patient + 0.0144*defect + 0.0115*sonographi + 0.0115*scan + 0.0115*duplex + 0.0096*mean + 0.0077*normal
topic 22: 0.0225*patient + 0.0085*colon + 0.0076*case + 0.0065*contract + 0.0060*motor + 0.0049*renal + 0.0046*arteri + 0.0044*anterior + 0.0042*interv + 0.0040*injuri
topic 23: 0.0128*patient + 0.0073*dose + 0.0064*studi + 0.0056*coronari + 0.0056*arteri + 0.0046*bronchial + 0.0046*reactiv + 0.0041*lesion + 0.0040*ethanol + 0.0039*respons
topic 24: 0.0133*patient + 0.0088*gene + 0.0081*tumor + 0.0076*hypertens + 0.0066*stenosi + 0.0065*human + 0.0064*chromosom + 0.0058*non + 0.0054*carotid + 0.0049*cell
topic 25: 0.0303*patient + 0.0141*defici + 0.0121*isol + 0.0108*diabet + 0.0101*viru + 0.0101*human + 0.0099*case + 0.0086*magnet + 0.0086*reson + 0.0083*onset
topic 26: 0.0181*rate + 0.0163*morbid + 0.0147*score + 0.0131*mortal + 0.0130*group + 0.0116*death + 0.0113*point + 0.0101*hiv + 0.0097*postop + 0.0088*fetal
topic 27: 0.0232*death + 0.0199*patient + 0.0115*year + 0.0114*infarct + 0.0110*stroke + 0.0096*ag + 0.0089*caus + 0.0083*retin + 0.0078*thromboembol + 0.0072*venou
topic 28: 0.0204*patient + 0.0083*gram + 0.0076*sepsi + 0.0057*infect + 0.0054*studi + 0.0054*case + 0.0050*treatment + 0.0049*cell + 0.0046*group + 0.0042*antibodi
topic 29: 0.0378*veloc + 0.0220*arteri + 0.0205*patient + 0.0188*peak + 0.0158*group + 0.0157*diabet + 0.0156*mesenter + 0.0125*flow + 0.0125*diastol + 0.0096*chang
topic 30: 0.0195*patient + 0.0075*case + 0.0068*diseas + 0.0061*year + 0.0060*report + 0.0055*carcinoma + 0.0052*present + 0.0052*liver + 0.0051*treatment + 0.0038*associ
topic 31: 0.0242*patient + 0.0216*reconstruct + 0.0191*subject + 0.0191*contin + 0.0190*catheter + 0.0189*genet + 0.0189*intermitt + 0.0140*male + 0.0137*urethr + 0.0111*bladder
topic 32: 0.0244*therapi + 0.0220*studi + 0.0174*patient + 0.0154*non + 0.0154*intermedi + 0.0126*continu + 0.0118*standard + 0.0116*spread + 0.0116*cours + 0.0108*group
topic 33: 0.0167*children + 0.0112*infant + 0.0108*membran + 0.0094*follow + 0.0093*oxygen + 0.0082*insulin + 0.0064*abnorm + 0.0062*year + 0.0059*treat + 0.0058*platelet
topic 34: 0.0112*risk + 0.0108*mortal + 0.0105*interv + 0.0105*confid + 0.0104*diseas + 0.0100*group + 0.0080*percent + 0.0080*cardiovascular + 0.0078*patient + 0.0069*rel
topic 35: 0.0112*receptor + 0.0106*mediat + 0.0096*patient + 0.0094*histamin + 0.0081*allerg + 0.0067*secret + 0.0062*cell + 0.0060*stimul + 0.0060*fluid + 0.0055*measur
topic 36: 0.0209*diabet + 0.0161*blood + 0.0140*pressur + 0.0122*nephropathi + 0.0074*treatment + 0.0070*develop + 0.0070*retinopathi + 0.0070*elev + 0.0064*human + 0.0064*viru
topic 37: 0.0215*patient + 0.0172*penicillin + 0.0128*spectrum + 0.0128*cent + 0.0124*acut + 0.0123*versu + 0.0103*group + 0.0080*signific + 0.0080*malign + 0.0075*adequ
topic 38: 0.0236*beta + 0.0169*tumor + 0.0132*margin + 0.0089*monkei + 0.0076*human + 0.0072*safeti + 0.0071*ag + 0.0060*diamet + 0.0060*diseas + 0.0059*deposit
topic 39: 0.0173*patient + 0.0100*heparin + 0.0068*case + 0.0065*report + 0.0055*therapi + 0.0047*syndrom + 0.0046*platelet + 0.0045*thrombocytopenia + 0.0040*fractur + 0.0039*arteri
topic 40: 0.0193*cartilag + 0.0119*antibodi + 0.0113*cyst + 0.0099*patient + 0.0094*bind + 0.0083*surfac + 0.0081*pmn + 0.0077*increas + 0.0076*shunt + 0.0070*collagen
topic 41: 0.0181*label + 0.0177*fatti + 0.0177*acid + 0.0164*synthesi + 0.0150*intestin + 0.0144*probe + 0.0139*increas + 0.0137*diabet + 0.0131*detect + 0.0109*small
topic 42: 0.0141*lymph + 0.0141*interleukin + 0.0125*lung + 0.0117*increas + 0.0079*count + 0.0078*arteri + 0.0072*protein + 0.0068*oxygen + 0.0066*cell + 0.0057*pulmonari
topic 43: 0.0118*patient + 0.0077*treatment + 0.0065*resid + 0.0054*bone + 0.0050*effect + 0.0048*evalu + 0.0046*implant + 0.0045*surfac + 0.0044*month + 0.0044*tissu
topic 44: 0.0147*alcohol + 0.0106*niddm + 0.0095*group + 0.0085*metabol + 0.0080*effect + 0.0071*patient + 0.0069*concentr + 0.0052*intak + 0.0050*control + 0.0049*chronic
topic 45: 0.0119*increas + 0.0109*cutan + 0.0094*chang + 0.0091*nerv + 0.0074*motor + 0.0071*result + 0.0070*hypertens + 0.0056*obes + 0.0055*induc + 0.0055*subject
topic 46: 0.0120*pulmonari + 0.0120*heparin + 0.0092*therapi + 0.0090*arteri + 0.0090*graft + 0.0090*vein + 0.0088*hiv + 0.0088*patient + 0.0088*endocrin + 0.0083*manifest
topic 47: 0.0165*cytoplasm + 0.0158*cell + 0.0142*gastric + 0.0095*specimen + 0.0094*histolog + 0.0089*differ + 0.0071*intestin + 0.0071*mucosa + 0.0061*group + 0.0058*year
topic 48: 0.0245*versu + 0.0147*patient + 0.0138*hypothyroid + 0.0096*coronari + 0.0082*ptca + 0.0056*arteri + 0.0042*level + 0.0037*increas + 0.0036*result + 0.0032*group
topic 49: 0.0178*blood + 0.0135*cell + 0.0103*muscl + 0.0092*reperfus + 0.0077*htlv + 0.0074*white + 0.0058*viru + 0.0055*human + 0.0051*infect + 0.0048*dna
topic 50: 0.0257*renal + 0.0208*patient + 0.0197*studi + 0.0129*carcinoma + 0.0129*acquir + 0.0129*dialysi + 0.0090*diseas + 0.0089*develop + 0.0086*cyst + 0.0068*increas
topic 51: 0.0223*cytolog + 0.0202*patient + 0.0198*cervic + 0.0173*endometri + 0.0152*stage + 0.0124*risk + 0.0124*malign + 0.0102*tumor + 0.0101*carcinoma + 0.0099*surgic
topic 52: 0.0258*protein + 0.0226*patient + 0.0167*categori + 0.0149*metabol + 0.0129*deplet + 0.0077*rais + 0.0077*gain + 0.0064*bodi + 0.0055*determin + 0.0052*signific
topic 53: 0.0228*pain + 0.0182*patient + 0.0131*group + 0.0124*decreas + 0.0087*treatment + 0.0083*indomethacin + 0.0083*intens + 0.0065*report + 0.0063*cardiac + 0.0062*renal
topic 54: 0.0174*patient + 0.0127*diseas + 0.0110*renal + 0.0074*type + 0.0074*pregnanc + 0.0061*beta + 0.0058*delet + 0.0055*outcom + 0.0055*fetal + 0.0040*function
topic 55: 0.0098*patient + 0.0052*relaps + 0.0050*group + 0.0041*aggreg + 0.0039*treatment + 0.0038*sucralf + 0.0030*year + 0.0030*dai + 0.0029*control + 0.0028*blocker
topic 56: 0.0205*posit + 0.0139*patient + 0.0134*assai + 0.0132*elisa + 0.0099*antibodi + 0.0082*obtain + 0.0060*valu + 0.0055*system + 0.0053*addit + 0.0051*detect
topic 57: 0.0119*relat + 0.0115*region + 0.0105*wall + 0.0105*stress + 0.0073*reperfus + 0.0063*baselin + 0.0055*group + 0.0052*ischemia + 0.0052*left + 0.0052*end
topic 58: 0.0100*cell + 0.0062*patient + 0.0054*liver + 0.0051*memori + 0.0049*children + 0.0040*pain + 0.0035*bowel + 0.0030*year + 0.0030*abdomin + 0.0030*acut
topic 59: 0.0392*aortic + 0.0308*valv + 0.0286*patient + 0.0252*dissect + 0.0196*malform + 0.0140*congenit + 0.0112*aorta + 0.0057*sever + 0.0057*year + 0.0057*associ
topic 60: 0.0201*adenoma + 0.0136*polyp + 0.0092*subject + 0.0076*size + 0.0069*risk + 0.0065*men + 0.0056*mean + 0.0054*malign + 0.0054*colon + 0.0050*dysplasia
topic 61: 0.0162*patient + 0.0149*dehydrogenas + 0.0123*pth + 0.0119*muscl + 0.0119*vessel + 0.0119*blood + 0.0090*biopsi + 0.0090*strongli + 0.0060*examin + 0.0060*stroke
topic 62: 0.0126*host + 0.0105*parasit + 0.0099*diseas + 0.0070*cent + 0.0065*time + 0.0064*feed + 0.0064*patient + 0.0063*lyme + 0.0055*year + 0.0052*cell
topic 63: 0.0177*patient + 0.0047*group + 0.0046*complic + 0.0030*postop + 0.0030*versu + 0.0026*spontan + 0.0024*requir + 0.0024*type + 0.0023*procedur + 0.0023*stool
topic 64: 0.0393*hiv + 0.0153*respons + 0.0153*cell + 0.0110*normal + 0.0097*patient + 0.0087*suppress + 0.0087*vaccin + 0.0066*group + 0.0066*respond + 0.0066*vitro
topic 65: 0.0089*cancer + 0.0065*risk + 0.0063*rate + 0.0057*factor + 0.0057*malign + 0.0053*life + 0.0043*patient + 0.0042*associ + 0.0038*health + 0.0038*unit
topic 66: 0.0137*patient + 0.0074*bone + 0.0048*venou + 0.0042*acut + 0.0038*studi + 0.0037*densiti + 0.0036*miner + 0.0036*surgeri + 0.0035*follow + 0.0029*infarct
topic 67: 0.0137*lung + 0.0137*function + 0.0099*children + 0.0081*lower + 0.0078*boi + 0.0078*ill + 0.0059*year + 0.0059*histori + 0.0059*childhood + 0.0059*respiratori
topic 68: 0.0119*pmn + 0.0083*adhes + 0.0067*depend + 0.0067*minut + 0.0067*sepsi + 0.0067*septic + 0.0055*anim + 0.0051*lung + 0.0050*alveolar + 0.0050*injuri
topic 69: 0.0078*lesion + 0.0074*site + 0.0067*patient + 0.0066*angioplasti + 0.0058*skin + 0.0058*graft + 0.0056*laser + 0.0049*toxic + 0.0047*type + 0.0047*epiderm
topic 70: 0.0158*patient + 0.0111*antibodi + 0.0110*autoimmun + 0.0083*cardiac + 0.0073*organ + 0.0069*hypertens + 0.0056*system + 0.0041*marker + 0.0041*serolog + 0.0041*anp
topic 71: 0.0114*pressur + 0.0080*placebo + 0.0075*group + 0.0073*women + 0.0067*hypertens + 0.0062*studi + 0.0060*patient + 0.0057*blood + 0.0054*mean + 0.0054*given
topic 72: 0.0130*infant + 0.0100*renal + 0.0076*year + 0.0072*follow + 0.0071*month + 0.0071*screen + 0.0053*boi + 0.0043*popul + 0.0043*concentr + 0.0043*girl
topic 73: 0.0109*year + 0.0084*ag + 0.0084*death + 0.0073*diseas + 0.0064*metastat + 0.0064*pleural + 0.0050*heart + 0.0050*caus + 0.0048*carcinoma + 0.0048*skin
topic 74: 0.0121*increas + 0.0120*growth + 0.0090*igf + 0.0090*height + 0.0075*children + 0.0075*placebo + 0.0061*concentr + 0.0060*month + 0.0060*renal + 0.0045*hormon
topic 75: 0.0104*renal + 0.0082*parathyroid + 0.0074*aneurysm + 0.0065*cyst + 0.0064*arteri + 0.0055*diseas + 0.0051*report + 0.0051*bilater + 0.0049*gland + 0.0037*post
topic 76: 0.0160*patient + 0.0108*diseas + 0.0075*case + 0.0074*cent + 0.0064*crohn + 0.0063*resect + 0.0059*ulcer + 0.0059*coliti + 0.0054*retin + 0.0043*ey
topic 77: 0.0212*thorac + 0.0212*aortic + 0.0212*group + 0.0212*cross + 0.0127*dog + 0.0106*spinal + 0.0106*drainag + 0.0106*fluid + 0.0085*cerebr + 0.0043*studi
topic 78: 0.0189*retinopathi + 0.0151*diabet + 0.0115*detect + 0.0095*examin + 0.0090*patient + 0.0076*sever + 0.0059*clinic + 0.0057*referr + 0.0040*perform + 0.0040*requir
topic 79: 0.0117*patient + 0.0099*pulmonari + 0.0097*embol + 0.0051*period + 0.0043*act + 0.0041*diagnosi + 0.0039*year + 0.0037*death + 0.0035*case + 0.0034*institut
topic 80: 0.0128*patient + 0.0087*weight + 0.0070*bodi + 0.0043*diet + 0.0039*year + 0.0034*diseas + 0.0032*energi + 0.0032*end + 0.0031*fat + 0.0031*aortic
topic 81: 0.0253*rat + 0.0198*strain + 0.0141*mortal + 0.0085*compar + 0.0085*ag + 0.0084*differ + 0.0084*new + 0.0057*develop + 0.0056*concentr + 0.0056*mumol
topic 82: 0.0134*platelet + 0.0119*cell + 0.0117*complement + 0.0102*glomerular + 0.0076*rat + 0.0073*prolifer + 0.0067*studi + 0.0063*effect + 0.0058*anti + 0.0047*local
topic 83: 0.0103*cathet + 0.0103*needl + 0.0098*patient + 0.0092*signific + 0.0087*clinic + 0.0086*feed + 0.0073*complic + 0.0069*enter + 0.0037*postop + 0.0036*develop
topic 84: 0.0099*cancer + 0.0099*exposur + 0.0077*control + 0.0057*patient + 0.0055*occup + 0.0048*ratio + 0.0046*case + 0.0045*interv + 0.0043*associ + 0.0042*confid
topic 85: 0.0105*year + 0.0099*renal + 0.0066*glomerulonephr + 0.0066*pulmonari + 0.0066*hemorrhag + 0.0066*necrot + 0.0055*develop + 0.0051*case + 0.0051*subsequ + 0.0050*glomerular
topic 86: 0.0084*vascul + 0.0061*show + 0.0059*antibodi + 0.0058*present + 0.0058*clinic + 0.0057*brain + 0.0056*report + 0.0056*associ + 0.0056*seizur + 0.0056*fluid
topic 87: 0.0059*patient + 0.0051*activ + 0.0037*pleural + 0.0037*increas + 0.0033*acut + 0.0032*content + 0.0029*air + 0.0028*group + 0.0027*heat + 0.0024*factor
topic 88: 0.0171*rat + 0.0147*cirrhosi + 0.0122*ascit + 0.0122*pneumonia + 0.0098*cirrhot + 0.0076*studi + 0.0075*model + 0.0050*level + 0.0049*associ + 0.0049*mechan
topic 89: 0.0252*patient + 0.0091*diseas + 0.0068*control + 0.0066*permeabl + 0.0066*inflamm + 0.0051*antibodi + 0.0050*acut + 0.0044*ami + 0.0039*increas + 0.0034*syndrom
topic 90: 0.0097*exchang + 0.0068*patient + 0.0058*hypertens + 0.0036*studi + 0.0032*regul + 0.0030*cell + 0.0025*women + 0.0023*pain + 0.0023*blood + 0.0023*high
topic 91: 0.0066*case + 0.0064*patient + 0.0051*sonographi + 0.0036*studi + 0.0032*diagnosi + 0.0028*us + 0.0026*urethr + 0.0023*contrast + 0.0021*report + 0.0018*treatment
topic 92: 0.0069*group + 0.0053*patient + 0.0043*imag + 0.0041*find + 0.0039*studi + 0.0039*retin + 0.0035*reson + 0.0035*magnet + 0.0032*outcom + 0.0032*ventricl
topic 93: 0.0127*patient + 0.0081*sucralf + 0.0045*placebo + 0.0038*cord + 0.0036*group + 0.0031*effect + 0.0029*week + 0.0027*radiotherapi + 0.0027*bowel + 0.0027*pelvic
topic 94: 0.0111*herp + 0.0079*recurr + 0.0066*cell + 0.0063*viru + 0.0063*simplex + 0.0063*csf + 0.0056*studi + 0.0051*suppress + 0.0048*deliveri + 0.0047*women
topic 95: 0.0125*patient + 0.0074*cancer + 0.0064*year + 0.0060*prostat + 0.0059*death + 0.0052*risk + 0.0048*diseas + 0.0043*needl + 0.0041*local + 0.0033*caus
topic 96: 0.0200*vaccin + 0.0127*respiratori + 0.0126*develop + 0.0081*control + 0.0076*us + 0.0055*infect + 0.0052*acut + 0.0052*countri + 0.0051*viral + 0.0051*evalu
topic 97: 0.0217*isol + 0.0100*wound + 0.0100*abscess + 0.0100*specimen + 0.0067*speci + 0.0051*site + 0.0050*predomin + 0.0043*patient + 0.0036*averag + 0.0036*cutan
topic 98: 0.0164*atrial + 0.0087*activ + 0.0082*tachycardia + 0.0061*volum + 0.0042*receptor + 0.0042*mechan + 0.0041*renal + 0.0041*locat + 0.0041*nerv + 0.0041*clinic
topic 99: 0.0124*stai + 0.0115*length + 0.0106*patient + 0.0071*hospit + 0.0055*dai + 0.0041*necessari + 0.0040*diagnosi + 0.0038*diseas + 0.0036*group + 0.0035*clinic