phiwei

ANHIR_MW

Atten_Deep_MIL

Attention-based Deep MIL implementation and application

AttentionDeepMIL

Implementation of Attention-based Deep Multiple Instance Learning in PyTorch

BIRL

BIRL: Benchmark on Image Registration methods with Landmark validations

boruta_py

Python implementations of the Boruta all-relevant feature selection method.

cnn_gaussian_process_uncertainty

Use Gaussian processes to estimate CNN classification uncertainty

contrastive-unpaired-translation

Contrastive unpaired image-to-image translation, faster and lighter training than cyclegan (ECCV 2020, in PyTorch)

DeepLoc

This repository contains the code, and access to the pretrained models and datasets for the paper: "Automated analysis of high-content microscopy data with deep learning"

prostate_coexpression

tensor_bot

Keras callbacks for Twitter and Telegram bots to monitor model fitting

phiwei/prostate_coexpression

phiwei/tensor_bot

Keras callbacks for Twitter and Telegram bots to monitor model fitting

phiwei/ANHIR_MW

phiwei/BIRL

BIRL: Benchmark on Image Registration methods with Landmark validations

phiwei/Atten_Deep_MIL

Attention-based Deep MIL implementation and application

phiwei/AttentionDeepMIL

Implementation of Attention-based Deep Multiple Instance Learning in PyTorch

phiwei/boruta_py

Python implementations of the Boruta all-relevant feature selection method.

phiwei/cnn_gaussian_process_uncertainty

Use Gaussian processes to estimate CNN classification uncertainty

phiwei/contrastive-unpaired-translation

Contrastive unpaired image-to-image translation, faster and lighter training than cyclegan (ECCV 2020, in PyTorch)

phiwei/DeepLoc

This repository contains the code, and access to the pretrained models and datasets for the paper: "Automated analysis of high-content microscopy data with deep learning"

phiwei/DeepSurv

DeepSurv is a deep learning approach to survival analysis.

phiwei/disease-detection

phiwei/DNNSurv

phiwei/HistomicsTK

A Python library for pathology image analysis algorithms.

phiwei/HistoReg

Framework for registration of sequential digitized histology slices

phiwei/keras-applications

Reference implementations of popular deep learning models.

phiwei/keras-retinanet

Keras implementation of RetinaNet object detection.

phiwei/maastricht

phiwei/machine-learning-scripts

Collection of scripts and tools related to machine learning

phiwei/MIL-nature-medicine-2019

phiwei/misc

phiwei/mixmatch

phiwei/mnist

phiwei/NuCLS

NuCLS: A scalable crowdsourcing, deep learning approach and dataset for nucleus classification, localization and segmentation

phiwei/pathology-cyclegan-stain-transformation

phiwei/predictive_modelling_lab

phiwei/PyTorch-BayesianCNN

Bayesian Convolutional Neural Network with Variational Inference based on Bayes by Backprop in PyTorch.

phiwei/pytorch-CycleGAN-and-pix2pix

Image-to-Image Translation in PyTorch

phiwei/roipoly.py

Select a polygonal region of interest (ROI) with python and matplotlib, similar to the roipoly.m function from MATLAB.

phiwei/SPECREG