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CatalyzeX / r2unet3d.py
Last active April 11, 2022 22:37
Code for R2U3D: Recurrent Residual 3D U-Net for Lung Segmentation https://www.catalyzex.com/paper/arxiv:2105.02290 — submitted by Joe Wong
import torch
import torch.nn as nn
import torch.nn.functional as F
from utils.utils import number_of_features_per_level
"""Reference
Recurrent Residual Unet 3D implemented based on https://arxiv.org/pdf/2105.02290.pdf.
"""
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CatalyzeX / train_network.py
Last active October 1, 2020 16:14
Network source code for Learning Deep Similarity Metric for 3D MR-TRUS Registration https://www.catalyzex.com/paper/arxiv:1806.04548
import keras
from keras import backend as K, optimizers
from keras.callbacks import EarlyStopping, ModelCheckpoint
#from keras.preprocessing.image import ImageDataGenerator
from keras.models import Model
from keras.layers import Input, concatenate
from keras.layers import Dense, Dropout, Flatten
from keras.layers import Conv3D, BatchNormalization
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CatalyzeX / CodeRequest.MD
Last active May 21, 2020 00:00
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