jiashi9

3DUnetCNN

Keras 3D U-Net Convolution Neural Network (CNN) designed for medical image segmentation

algorithms

Bug-tracking for Jeff's algorithms book, notes, etc.

building-machine-learning-pipelines

Code repository for the O'Reilly publication "Building Machine Learning Pipelines" by Hannes Hapke & Catherine Nelson

course20

Deep Learning for Coders, 2020, the website

DeepFixCX

DeepFix: Explainable Privacy-Preserving Image Compression for Medical Image Analysis

deeplabv3plus

deeplabv3plus2018:Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation

explaining-dataset-shifts

The Concept Bottleneck Shift Detection (CBSD) methods for explaining and detecting various dataset shifts.

gmseg

Spinal cord gray matter segmentation using deep dilated convolutions.

Health-Lab

Segment the affected part of the brain in the MRI scans along with predicting severity of the alzheimer's disease

IRENE

Java

All Algorithms implemented in Java

JavaInterviewQuestionsAndAnswers

Java Interview Questions and Answers

lucid

A collection of infrastructure and tools for research in neural network interpretability.

med2image

Converts medical images to more displayable formats, e.g. NIfTI to jpg.

megnet

Graph Networks as a Universal Machine Learning Framework for Molecules and Crystals

keras2kubernetes

Open source project to deploy Keras Deep Learning models packaged as Docker containers on Kubernetes.

medical-diagnosis-webapp

Web based Application to detect disease using images

Medical-Image-Denoising

Full Stack Website created for our Final Year Project where CNN-based Image Denoising Model has been created to denoise Medical Images. React Js Library is used for frontend & for the backend part we have used flask,AWS,Linode.

ml-powered-applications

Companion repository for the book Building Machine Learning Powered Applications

NiftyNet

An open-source convolutional neural networks platform for research in medical image analysis and image-guided therapy

PoxApp

A personalized recommendation system for mpox (monkeypox)

pykale

Knowledge-Aware machine LEarning (KALE): accessible machine learning from multiple sources for interdisciplinary research, part of the 🔥PyTorch ecosystem

pyradiomics

Open-source python package for the extraction of Radiomics features from 2D and 3D images and binary masks.

SimpleITK-Notebooks

Jupyter notebooks for learning how to use SimpleITK

SlicerRadiomics

A Slicer extension to provide a GUI around pyradiomics

tfbook

zhaojiashi.github.io