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Peixin's Projects

2020-tianchi-chmedner icon 2020-tianchi-chmedner

2020 “万创杯”中医药天池大数据竞赛——中药说明书实体识别挑战 复盘

3d-guidedgradcam-for-medical-imaging icon 3d-guidedgradcam-for-medical-imaging

This Repo containes the implemnetation of generating Guided-GradCAM for 3D medical Imaging using Nifti file in tensorflow 2.0. Different input files can be used in that case need to edit the input to the Guided-gradCAM model.

ad-dl icon ad-dl

Framework for the reproducible classification of Alzheimer's disease using deep learning

ad_nbfp icon ad_nbfp

Repository for workflow accompanying the manuscript "System-level analysis of Alzheimer's disease prioritizes candidate genes for neurodegeneration".

adverse_event_analysis icon adverse_event_analysis

Analysis of statistical associations between adverse events of drugs from the Food and Drug Administration Adverse Event Reporting System (FAERS) and Side Effect Resource (SIDER) and in vitro bioactivities (experimental and predicted)

alz-finders icon alz-finders

Predicting the onset of Alzheimer's Disease using MRI & PET scans.

bachelorthesis icon bachelorthesis

Code for Bachelor's thesis: Parkinson disease subtypes based on short time series and multi-view clustering

bayesian-neural-networks icon bayesian-neural-networks

Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more

bilevel-graph-neural-network icon bilevel-graph-neural-network

Bi-Level Graph Neural Networks for Drug-Drug Interaction Prediction. ICML 2020 Graph Representation Learning and Beyond (GRL+) Workshop

brain2020 icon brain2020

Development and validation of an interpretable deep learning framework for Alzheimer's disease classification

canet icon canet

TMI 19: CANet: Cross-disease Attention Network for Joint Diabetic Retinopathy and Diabetic Macular Edema Grading

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