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PAII, Inc

Bethesda, MD

https://utayao.github.io/

Jiawen Yao's starred repositories

pytorch_geometric

Graph Neural Network Library for PyTorch

Language:PythonMIT20721 251 3487

DLTK

Deep Learning Toolkit for Medical Image Analysis

Language:PythonApache-2.01422 101 31

UA-MT

code for MICCAI 2019 paper 'Uncertainty-aware Self-ensembling Model for Semi-supervised 3D Left Atrium Segmentation'.

Language:Python466 5 20

RSNA2019_Intracranial-Hemorrhage-Detection

Code for 1st Place Solution in Intracranial Hemorrhage Detection Challenge @ RSNA2019

Language:Python408 14 16

AD_Prediction

Alzheimer's Disease Prediction by using ResNet, AlexNet

Language:Python200 7 28

NucleiSegmentation

cGAN-based Multi Organ Nuclei Segmentation

Language:Python183 120

Atten_Deep_MIL

Attention-based Deep MIL implementation and application

Language:Python157 9 16

EC-Net

EC-Net: an Edge-aware Point set Consolidation Network, ECCV, 2018

Language:Python90 4 10

HE2RNA_code

Train a model to predict gene expression from histology slides.

Language:PythonGPL-3.089 7 11

DeepAttnMISL

Contains codes of DeepAttnMISL in MEDIA'20

Language:Python56 7 6

seq2seq-fingerprint

Official Implementation for "Seq2seq Fingerprint: An Unsupervised Deep Molecular Embedding for Drug Discovery".

Language:Python40 4 28

MSINet

Deep learning model for the prediction of microsatellite instability in colorectal cancer: a diagnostic study

Language:Python27 2 2

LesionHarvester

DeepLesion

Language:Python22 30

DeepLesion_manual_test_set

A manually annotated test set for DeepLesion with 3D lesion boxes

Language:Python22 3 1

Adaptive-Graph-Convolutional-Network

Language:Python20 7 1

DLT

Deep Lesion Tracker

Language:PythonCC-BY-SA-4.019 20

ASSUDA

Exploring Robustness of Unsupervised Domain Adaptation in Semantic Segmentation (ICCV 2021; Oral)

Language:PythonMIT12 7 5

MTLSA

A Multi-Task Learning Formulation for Survival Analysis

Language:MATLAB11 20

AMINN

Code for our MICCAI 2021 paper "AMINN: Autoencoder-based Multiple Instance Neural Network Improves Outcome Prediction of Multifocal Liver Metastases".

Language:PythonMIT1000

DeepPET-OPSCC-Example

This contains codes for inference using trained DeepPET-OPSCC Models

Language:Python9 20

LocalSpecGCN

Source code for paper "Local Spectral Graph Convolution for Point Set Feature Learning"

Language:PythonMIT9 30

FTVNNR_Dynamic_MRI

This contains source codes of MedIA18 paper

Language:MATLAB7 20

LSD_Foreground_Detection

This contains source codes of TIP15 and ICME14 work

Language:MATLAB5 20

PointNet

Spring 2018 WUSTL CSE Independent Study

Language:Python1 10

KIRP-topological-features

Language:MATLAB1 20

uhn-radcure-challenge

Official repository of the 2020 UHN RADCURE challenge.

Language:Jupyter Notebook1 10