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topic_id|num_related|title|abstract|relevant|topic_name | |
CD010339|3242144|Value of percutaneous transhepatic cholangioscopy (PTCS).|Since July 1975, percutaneous transhepatic biliary drainage (PTBD) has been performed in 533 cases, and since April 1977 we have developed percutaneous transhepatic cholangioscopy (PTCS) as a diagnostic and therapeutic endoscopical tool in 198 cases of malignant disease and 195 benign cases. After dilating the sinus tract of PTBD using a 15-Fr catheter about 2 weeks after PTBD, PTCS was carried out through the sinus tract. PTCS has diagnostic advantages: the lesion can be accurately diagnosed histologically and the extent of cancer in the biliary tract can be assessed by taking biopsy specimens before the operation. PTCS has been applied for cholangioscopic lithotripsy in 145 cases of gallstone disease. In 44 cases, the Nd-YAG laser and/or electrohydraulic shock wave has been used to break up the stones. The PTCS morbidity was 6% and mortality was 0.3%.|0|Endoscopic retrograde cho |
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topic_id|num_related|title|abstract|relevant|topic_name | |
CD010339|3242144|Value of percutaneous transhepatic cholangioscopy (PTCS).|Since July 1975, percutaneous transhepatic biliary drainage (PTBD) has been performed in 533 cases, and since April 1977 we have developed percutaneous transhepatic cholangioscopy (PTCS) as a diagnostic and therapeutic endoscopical tool in 198 cases of malignant disease and 195 benign cases. After dilating the sinus tract of PTBD using a 15-Fr catheter about 2 weeks after PTBD, PTCS was carried out through the sinus tract. PTCS has diagnostic advantages: the lesion can be accurately diagnosed histologically and the extent of cancer in the biliary tract can be assessed by taking biopsy specimens before the operation. PTCS has been applied for cholangioscopic lithotripsy in 145 cases of gallstone disease. In 44 cases, the Nd-YAG laser and/or electrohydraulic shock wave has been used to break up the stones. The PTCS morbidity was 6% and mortality was 0.3%.|0|Endoscopic retrograde cho |
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topic_id|pid|title|abstract|rel|sr_title | |
CD010339|3242144|Value of percutaneous transhepatic cholangioscopy (PTCS).|Since July 1975, percutaneous transhepatic biliary drainage (PTBD) has been performed in 533 cases, and since April 1977 we have developed percutaneous transhepatic cholangioscopy (PTCS) as a diagnostic and therapeutic endoscopical tool in 198 cases of malignant disease and 195 benign cases. After dilating the sinus tract of PTBD using a 15-Fr catheter about 2 weeks after PTBD, PTCS was carried out through the sinus tract. PTCS has diagnostic advantages: the lesion can be accurately diagnosed histologically and the extent of cancer in the biliary tract can be assessed by taking biopsy specimens before the operation. PTCS has been applied for cholangioscopic lithotripsy in 145 cases of gallstone disease. In 44 cases, the Nd-YAG laser and/or electrohydraulic shock wave has been used to break up the stones. The PTCS morbidity was 6% and mortality was 0.3%.|0|Endoscopic retrograde cholangiopancreato |
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{"article_link": "https://www.huffingtonpost.com/entry/versace-black-code_us_5861fbefe4b0de3a08f600d5", "headline": "former versace store clerk sues over secret 'black code' for minority shoppers", "is_sarcastic": 0} | |
{"article_link": "https://www.huffingtonpost.com/entry/roseanne-revival-review_us_5ab3a497e4b054d118e04365", "headline": "the 'roseanne' revival catches up to our thorny political mood, for better and worse", "is_sarcastic": 0} | |
{"article_link": "https://local.theonion.com/mom-starting-to-fear-son-s-web-series-closest-thing-she-1819576697", "headline": "mom starting to fear son's web series closest thing she will have to grandchild", "is_sarcastic": 1} | |
{"article_link": "https://politics.theonion.com/boehner-just-wants-wife-to-listen-not-come-up-with-alt-1819574302", "headline": "boehner just wants wife to listen, not come up with alternative debt-reduction ideas", "is_sarcastic": 1} | |
{"article_link": "https://www.huffingtonpost.com/entry/jk-rowling-wishes-snape-happy-birthday_us_569117c4e4b0cad15e6 |
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from sklearn.decomposition import TruncatedSVD | |
from sklearn.random_projection import sparse_random_matrix | |
X = sparse_random_matrix(100, 100, density=0.01, random_state=42) | |
svd = TruncatedSVD(n_components=5, n_iter=7, random_state=42) | |
svd.fit(X) | |
TruncatedSVD(algorithm='randomized', n_components=5, n_iter=7, random_state=42, tol=0.0) | |
print(svd.explained_variance_ratio_) | |
print(svd.explained_variance_ratio_.sum()) | |
print(svd.singular_values_) |
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{{'documento': 'd00','palabra': 'air', 'count': 110}, | |
{'documento': 'd00','palabra': 'aliens', 'count': 88}, | |
{'documento': 'd00','palabra': 'amnesty', 'count': 87}, | |
{'documento': 'd00','palabra': 'arms', 'count': 43}, | |
{'documento': 'd00','palabra': 'blood', 'count': 107}, | |
{'documento': 'd00','palabra': 'booster', 'count': 123}, | |
{'documento': 'd00','palabra': 'defense', 'count': 70}, | |
{'documento': 'd00','palabra': 'drug', 'count': 15}, | |
{'documento': 'd00','palabra': 'enviromental', 'count': 21}, | |
{'documento': 'd00','palabra': 'health', 'count': 68}, |
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symbol | date | price | |
---|---|---|---|
S&P 500 | Jan 2000 | 1394.46 | |
S&P 500 | Feb 2000 | 1366.42 | |
S&P 500 | Mar 2000 | 1498.58 | |
S&P 500 | Apr 2000 | 1452.43 | |
S&P 500 | May 2000 | 1420.6 | |
S&P 500 | Jun 2000 | 1454.6 | |
S&P 500 | Jul 2000 | 1430.83 | |
S&P 500 | Aug 2000 | 1517.68 | |
S&P 500 | Sep 2000 | 1436.51 |
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key | value | date | |
---|---|---|---|
grupo1 | 377 | 04/23/12 | |
grupo2 | 22 | 04/23/12 | |
grupo3 | 556 | 04/23/12 | |
grupo1 | 132 | 04/24/12 | |
grupo2 | 59 | 04/24/12 | |
grupo3 | 462 | 04/24/12 | |
grupo1 | 235 | 04/25/12 | |
grupo2 | 186 | 04/25/12 | |
grupo3 | 191 | 04/25/12 |
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{ | |
"name": "flare", | |
"children": [{ | |
"name": "analytics", | |
"children": [{ | |
"name": "cluster", | |
"children": [{ | |
"name": "AgglomerativeCluster", | |
"size": 3938 | |
}, |
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grupo | x | y | |
---|---|---|---|
I | 10 | 8.04 | |
I | 8 | 6.95 | |
I | 13 | 7.58 | |
I | 9 | 8.81 | |
I | 11 | 8.33 | |
I | 14 | 9.96 | |
I | 6 | 7.24 | |
I | 4 | 4.26 | |
I | 12 | 10.84 |
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