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3d-resnets-pytorch

3D ResNets for Action Recognition (CVPR 2018)

ai-biopsy-1

attentiondeepmil

Implementation of Attention-based Deep Multiple Instance Learning in PyTorch

cin

clam

Data-efficient and weakly supervised computational pathology on whole slide images - Nature Biomedical Engineering

cnn-from-scratch

A Convolutional Neural Network implemented from scratch (using only numpy) in Python.

deep-histopath

A deep learning approach to predicting breast tumor proliferation scores for the TUPAC16 challenge

deepslide

Code for the Nature Scientific Reports paper "Pathologist-level classification of histologic patterns on resected lung adenocarcinoma slides with deep neural networks." A sliding window framework for classification of high resolution whole-slide images, often microscopy or histopathology images.

diagflfh

code related to submission of "Accurate diagnosis of lymphoma on whole slide histopathology images using deep learning"

faim-cnn-course

feature-engineering-for-machine-learning

Code Repository for the online course Feature Engineering for Machine Learning

feature-selection-for-machine-learning

Code Repository for the online course Feature Selection for Machine Learning

image_augmentor

Data augmentation tool for images

intensity-normalization

normalize the intensity of several MR image contrasts with various routines

lenet-from-scratch

Implementation of LeNet5 without any auto-differentiate tools or deep learning frameworks. Accuracy of 98.6% is achieved on MNIST dataset.

mil_cnn_rnn_msk_mind

ml-foundations

Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science

nlp-text-emotion

Multi-class sentiment analysis lstm, finetuned bert

notebooks

Python notebooks

pathomicfusion

Fusing Histology and Genomics via Deep Learning - IEEE TMI

pytorch-in-real-life

Contains real-life example that can be solved by pytorch

pytorch_tutorials

rbfnnpy

Radial Basis Function Neural Network implementation for Python

stork

Stork - IVF Classification

unmask

Repository for DCIS segmentation pipeline

video-classifier-using-cnn-and-rnn

wspurity