kellylinyingxin,github

ai_clinician

Reinforcement learning for medical decisions

codeparkshare

Python初学者（零基础学习Python、Python入门）书籍、视频、资料、社区推荐

d2l-zh

《动手学深度学习》，英文版即伯克利深度学习（STAT 157，2019春）教材。面向中文读者、能运行、可讨论。

deep-learning-in-r

Workshop (6 hours): Deep learning in R using Keras. Building & training deep nets, image classification, transfer learning, text analysis, visualization

deep-learning-with-pytorch-tutorials

深度学习与PyTorch入门实战视频教程配套源代码和PPT

disease_prediction

Maximum Likelihoodlums group project to predict disease using MIMIC4 data

eicu-code

Code and website related to the eICU Collaborative Research Database

geo

hyperdl-tutorial

深度学习教程整理 | 干货

machine-learning-in-r

Workshop (6 hours): preprocessing, cross-validation, lasso, decision trees, random forest, xgboost, superlearner ensembles

matplotlib-tutorial

Matplotlib tutorial for beginner

mimic-code

MIMIC Code Repository: Code shared by the research community for the MIMIC-III database

mimic-iv

Code and discussion around the MIMIC-IV database

mimic-iv-1

mimic-omop

Mapping the MIMIC-III database to the OMOP schema

mimic3-benchmarks

Python suite to construct benchmark machine learning datasets from the MIMIC-III clinical database.

mimic_trajectories

mimiciii-antibiotics-modeling

my work with Dr. Yuan Luo focuses on modeling antibiotic time courses for patients admitted to the ICU based on a variety of clinical parameters using data from the MIMICiii ICU database