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aaamlp-cn

Approaching (Almost) Any Machine Learning Problem中译版，在线文档地址：https://ytzfhqs.github.io/AAAMLP-CN/

ai-clinician-mimiciv

ai_clinician

Reinforcement learning for medical decisions

aki-prediction

Deep Learning Models for AKI Prediction on MIMIC-III and eICU database

analysis-protein-intake-2021

analysis-protein-intake

apollo

APOLLO is an Accurate and independently validated Prediction mOdel of Lower-grade gLiomas Overall survival

autosurv

build-mimic-iv-ed

Code to build mimic-iv-ed in postgreSQL

cardiovascular_heart_disease

cardiovascular_heart_disease

chatgpt

chatgptai

circews

circEWS public code

cnn-cardioprediction

Predicting cardiovascular heart disease using CNN

deepsurv

DeepSurv is a deep learning approach to survival analysis.

delirium

demo-clustering-longitudinal-data

Supplementary materials for the manuscript "Clustering of longitudinal data: A tutorial on a variety of approaches" by N. G. P. Den Teuling, S.C. Pauws, and E.R. van den Heuvel (2021)

dermatoscopy_resnet34_nmed_2020

Research model for classification and feature extraction of dermatoscopic images

ecgsurvnet

echo-mimiciii

Transthoracic echocardiography and mortality in sepsis: analysis of the MIMIC-III database

halo-theme-hingle

🎈 一个简洁大气，含夜间模式的 halo 博客主题

icusurvive

Code used for survival analysis using ICU data

kor_hcc

lctmtools

Latent Class Trajectory Models: An R Package

learn-regex

Learn regex the easy way

midodrine-mimic-iv

Descriptive & prescriptive analysis of the effects of Vasoconstrictive medication via MIMIC's database using Targeted Maximum Likelihood Estimation for Causal Inference & ML techniques

mimic3-benchmarks

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

mimic3cancerpromin

This repository contains codes and queries for process mining of cancer treatment in MIMIC-III dataset.

mmgl

Multimodal Graph Learning: how to encode multiple multimodal neighbors with their relations into LLMs

mortality-prediction-covid19

This program is for mortality prediction of COVID19. Taken from HAIRLAB with some adjustment. Using Decision tree algorithm for this machine learning program

pammtools

Piece-wise exponential Additive Mixed Modeling tools