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aicc-spr20-transportation-hrnet

This is an official implementation of semantic segmentation for our TPAMI paper "Deep High-Resolution Representation Learning for Visual Recognition". https://arxiv.org/abs/1908.07919

aicc-spr20-transportation-seamseg

Seamless Scene Segmentation

blm

Our project on using computer vision to combat computer vision for a cause I hope you care about. #BlackLivesMatter

cdr-mimic

Official Repository for our UAI paper Countdown Regression on the MIMIC-III Dataset

chexaid

chexbert

Combining Automatic Labelers and Expert Annotations for Accurate Radiology Report Labeling Using BERT

chexpert-labeler

CheXpert NLP tool to extract observations from radiology reports.

chexphoto

Code used in paper "CheXphoto: 10,000+ Smartphone Photos and Synthetic Photographic Transformations of Chest X-rays for Benchmarking Deep Learning Robustness"

chexseg

Code used in the paper "CheXseg: Combining Expert Annotations with DNN-generated Saliency Maps for X-ray Segmentation"

disentanglement

Official repository for our ICLR 2021 paper Evaluating the Disentanglement of Deep Generative Models with Manifold Topology

dlbcl-morph

DLBCL-Morph dataset containing high resolution tissue microarray scans from 209 DLBCL cases, with geometric features computed using deep learning

dq

Queue system (jobs) on the deep cluster

dwv

DICOM Web Viewer: open source zero footprint medical image viewer.

ed-monitor-data

ed-monitor-myocardial-injury

image-downloader

Download images from Google, Bing, Baidu. 谷歌、百度、必应图片下载.

influenza-qtof

Novel metabolomics approach combined with machine learning for the diagnosis of influenza from nasopharyngeal specimens

interactive-learning-toolkit

launchpad

LaunchPad is a light-weighted Slurm job launcher designed for hyper-parameter search.

lca-code

LiverCancerAssistant

lca-data

Captured Dataset for LiverCancerAssistant publication

lm

medaug

Public release for MedAug

medselect

Learns effective selective labeling strategies for medical images using deep reinforcement learning and meta learning

methane-gapfill-ml

Python codebase for gap-filling eddy covariance methane fluxes at FLUXNET-CH4 wetlands with machine learning.

mobius

moco-cxr

MoCo-based unsupervised training for Chest X-Ray Interpretation

ngboost

Natural Gradient Boosting for Probabilistic Prediction

nlc

Neural Language Correction implemented on Tensorflow

nlm-noising