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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/

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

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.

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

patient-mortality-prediction-using-lstm

## Patient Mortality Prediction Using LSTM 🏥🔍 Welcome to the Patient Mortality Prediction Using LSTM repository! This project combines medical insights with advanced deep learning techniques to forecast patient mortality based on pediatric intensive care unit (PICU) data.

r_for_data_science

Materials for teaching R and tidyverse

rl-ditr

sepsis3-amsterdamumcdb

Operationalising Sepsis-3 criteria in AmsterdamUMCdb, to accompany the AmsterdamUMCdb GitHub