birajaghoshal Goto Github PK

retinal-macular-edemasegmentation

This project uses U-Net++ to automatically segment and detect macular edema in retinal OCT images.

rnn_predict

Simple RNN (Gated Recurrent Units) for predicting a diagnosis

ryerson_mrp

Alzheimer's Classification Using Convolutional Neural Networks

saliency

TensorFlow implementation for SmoothGrad, Grad-CAM, Guided backprop, Integrated Gradients and other saliency techniques

salmon

SALMON: Survival Analysis Learning with Multi-Omics Neural Networks

sanity_checks_saliency

sarcoma_superpixel

sarcomas

Segmentation of Soft-Tissue Sarcomas using CNNs

scgpt

sd-layernet

segmentation_uncertainty

segmenting-sts

Using CNNs for STS Segmentation

self-optimize-neural-network

Self optimized Feed Forward, Recurrent and Convolutional Neural Network using Bayesian Optimization

semantic_uncertainty

shap

A unified approach to explain the output of any machine learning model.

singlemodeluncertainty

Learning error bars for neural network predictions

skin_lesion_uncertainty_estimation

Code and models for our paper "Risk-Aware Machine Learning Classifier for Skin Lesion Diagnosis"

sklearn-bayes

Python package for Bayesian Machine Learning with scikit-learn API

slideslicer

a toolbox for manipulation of digital pathology slides and annotations

smu095.github.io

stain-transfer

Comparative evaluation of image-to-image translation methods for stain transfer in histopathology

stat689-project

Identifying Mislabeled Data

stochastic-batch-normalization

Uncertainty Estimation via Stochastic Batch Normalization

study-09-machinelearning-c

**DeepLearning** Intro.. Need to wrap up more projects here...

subcellular_localization

subnet_stacking

Supporting material for the paper "Stacking of Network Based Classifiers with Application in Breast Cancer Classification" presented in XIV Mediterranean Conference on Medical and Biological Engineering and Computing (2016)

supervised-capstone

NSCLC Prediction Model

survival-analysis-using-deep-learning

This repository contains morden baysian statistics and deep learning based research articles , software for survival analysis

swa_uncertainties

Code repo for "Fast Uncertainty Estimates and Bayesian Model Averaging of DNNs"

synthetic_mnist_uncertainty