Weina Jin's repositories
multimodal_explanation
Generating and Evaluating Post-Hoc Explanation from Deep Neural Networks for Multi-Modal Medical Image Analysis Tasks
Transcending-XAI-Algorithm-Boundaries
Transcending XAI Algorithm Boundaries through End-User-Inspired Design
anonymize-dicom
Python script to anonmyize dicom folder
ASIF_empathy_game_for_chronic_pain
AS IF: an empathy kinect game for chronic pain
xai-iml-sota
Interesting resources related to Explainable Artificial Intelligence, Interpretable Machine Learning, Interactive Machine Learning, Human in Loop and Visual Analytics.
art-creation-clock
Processing art: the clock
chest_xray_detection
Detect pneumonia-like features from frontal Chest X-ray
dicom-converter
Automatically read, infer sequences, resample and convert DICOM images exported from Vancouver General Hospital.
gh-pages-template
A template using minimal theme for GitHub pages
GloRe_brain
Global Reasoning module for visual recognition
IPMI2019-AttnMel
IPMI2019 paper - Melanoma Recognition via Visual Attention
ml-practice
Implementations of machine learning algorithms as practice
ml_predict_pain_with_physiology_data
Predict pain level with physiology data
OpenLongTailRecognition-OLTR
Pytorch implementation for "Large-Scale Long-Tailed Recognition in an Open World" (CVPR 2019 ORAL)
ProtoPNet
This code package implements the prototypical part network (ProtoPNet) from the paper "This Looks Like That: Deep Learning for Interpretable Image Recognition" (to appear at NeurIPS 2019), by Chaofan Chen* (Duke University), Oscar Li* (Duke University), Chaofan Tao (Duke University), Alina Jade Barnett (Duke University), Jonathan Su (MIT Lincoln Laboratory), and Cynthia Rudin (Duke University) (* denotes equal contribution).
weinajin.github.io
On machine learning and medicine