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Ziyang Yu's Projects

clinicalbert icon clinicalbert

repository for Publicly Available Clinical BERT Embeddings

course_ma234 icon course_ma234

This is the code for project in course MA234 in SUSTech

dgl icon dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

ehrnoteqa icon ehrnoteqa

Official code for "EHRNoteQA: An LLM Benchmark for Real-World Clinical Practice Using Discharge Summaries"

emrqa icon emrqa

Code for the emrQA question answering dataset

esm icon esm

Evolutionary Scale Modeling (esm): Pretrained language models for proteins

kaggle-titanic icon kaggle-titanic

In this repository, I will show the code of kaggle-Titanic competition

llm-discharge-summaries icon llm-discharge-summaries

Code for the paper "Automated Generation of Hospital Discharge Summaries Using Clinical Guidelines and Large Language Models"

mimic-code icon mimic-code

MIMIC Code Repository: Code shared by the research community for the MIMIC family of databases

nrc icon nrc

nRC: non-coding RNA Classifier

pipegcn icon pipegcn

[ICLR 2022] "PipeGCN: Efficient Full-Graph Training of Graph Convolutional Networks with Pipelined Feature Communication" by Cheng Wan, Youjie Li, Cameron R. Wolfe, Anastasios Kyrillidis, Nam Sung Kim, Yingyan Lin

pyg_autoscale icon pyg_autoscale

Implementation of "GNNAutoScale: Scalable and Expressive Graph Neural Networks via Historical Embeddings" in PyTorch

pytorch-unet icon pytorch-unet

PyTorch implementation of the U-Net for image semantic segmentation with high quality images

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