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Yinghao Zhu's Projects

befair icon befair

Bias Detection Tools for Clinical Decision Making (Team Super2021)

covid-ehr-benchmarks icon covid-ehr-benchmarks

A Comprehensive Benchmark For COVID-19 Predictive Modeling Using Electronic Health Records

imputeehr icon imputeehr

Explore the most effective imputation strategies for EHR data

langchain icon langchain

⚡ Building applications with LLMs through composability ⚡

llm4healthcare icon llm4healthcare

Prompting Large Language Models for Zero-Shot Clinical Prediction with Structured Longitudinal Electronic Health Record Data

m3fair icon m3fair

M3Fair: Mitigating Bias in Healthcare Data through Multi-Level and Multi-Sensitive-Attribute Reweighting Method

mtsp icon mtsp

群体智能大作业：基于仿生群智算法的无人机任务分配 (多旅行商问题的求解)

prism icon prism

PRISM: Leveraging Prototype Patient Representations with Feature-Missing-Aware Calibration for EHR Data Sparsity Mitigation

pyehr icon pyehr

COVID-19 EHR data analysis pipeline

pyhealth icon pyhealth

A Python Library for Healthcare Predictive Tasks

pypots icon pypots

A python toolbox/library for data mining on partially-observed time series with PyTorch, including SOTA models supporting tasks of imputation, classification, clustering, and forecasting on incomplete (irregularly-sampled) multivariate time series with missing values.

simmtm icon simmtm

About Code release for "SimMTM: A Simple Pre-Training Framework for Masked Time-Series Modeling" (NeurIPS 2023 Spotlight), https://arxiv.org/abs/2302.00861

yhzhu99 icon yhzhu99

Config files for my GitHub profile.

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