Hospital Readmission Prediction ML Frameworks

End-to-end ML projects predicting hospital readmissions and medical appointment no-shows using patient data, clinical notes, and healthcare records. Does NOT include general healthcare analytics, disease diagnosis systems, or non-appointment medical predictions.

There are 39 hospital readmission prediction frameworks tracked. The highest-rated is liujie-zheng/face-to-bmi-vit at 39/100 with 35 stars.

Get all 39 projects as JSON

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#	Framework	Score	Tier	Stars	Language
1	liujie-zheng/face-to-bmi-vit Predict the Body Mass Index with one image of a human face, with...	39	Emerging	35	Python
2	lovnishverma/health-category-predict A simple Flask web app that predicts health status based on BMI data using a...	33	Emerging	3	HTML
3	sandudul/BMI-Category-Predictor This full-stack app leverages: Python libraries: scikit-learn, pandas,...	30	Emerging	10	Python
4	Joana-Goncalves/ML_Hospital_Readmissions Hospital readmissions prediction models	24	Experimental	5	Jupyter Notebook
5	raquelrguezs/advanced-health-analytics Clinical data analytics pipeline for hospital readmission risk prediction...	22	Experimental	—	Jupyter Notebook
6	analyst-ted/hospital-readmission-prediction ML model to predict 30-day hospital readmission using patient data	22	Experimental	—	Jupyter Notebook
7	KRITHIN913/Disease_Outbreak_Prediction-Prevention A spatiotemporal forecasting framework for disease outbreaks using a hybrid...	22	Experimental	—	HTML
8	EnbinYang/tb_prediction_files A multivariate multi-step LSTM forecasting model for tuberculosis incidence...	22	Experimental	27	Python
9	Zaifikhan/pancreatic-disease-prediction-ml 🩺 Predict pancreatic disease status using advanced machine learning...	22	Experimental	—	Jupyter Notebook
10	global-ad-snap/diabetic-readmission-survival-analysis Survival analysis of diabetic patient readmission using Cox Proportional...	22	Experimental	—	Jupyter Notebook
11	RenatoMaynard/Statistical-Modeling-and-Regression-Analysis-Life-Expectancy Statistical Modeling and Regression Analysis for Life Expentancy	22	Experimental	20	R
12	savinaysingh7/Canadian-Community-Health-Survey-Predictive-Analytics End-to-end ML platform transforming 50+ health indicators into clinical risk...	22	Experimental	—	Jupyter Notebook
13	Iloilo-Dengue-Watch/Iloilo-Dengue-Watch A Website For the IloIlo Province. All about dengue.	19	Experimental	1	JavaScript
14	AminRezaeeyan/Life-Expectancy-Prediction Predicting life expectancy using socio-economic, health, and demographic...	19	Experimental	3	Jupyter Notebook
15	jprmaulion/cholera-gedeo-ethiopia-ml-modeling Predictive modeling of cholera severity in the Gedeo Zone, Ethiopia, using...	17	Experimental	—	Jupyter Notebook
16	chuang-lab-DMPTD-TMU/dengue-fever-EWS Chuang Lab @ Department of Molecular Parasitology and Tropical Diseases, TMU	17	Experimental	—	Jupyter Notebook
17	RNB1993/medical-appointment-no-show-analytics End-to-end medical no-show analytics via Python & Power BI. Features ETL,...	16	Experimental	—	Jupyter Notebook
18	mayankchoudhary23/healthcare-readmission-prediction End-to-end ML pipeline predicting 30-day hospital readmissions for diabetes patients	15	Experimental	1	Jupyter Notebook
19	Ashfinn/Diarrhea-Prediction-Model Analysis of the relationship between environmental factors and diarrheal...	14	Experimental	5	Jupyter Notebook
20	athulyabiju23/hospital-readmission-analysis Analyzing CMS hospital readmission data — SQL + Python + statistical testing...	14	Experimental	—	Jupyter Notebook
21	Shaonlib/Cardiovascular-Disease-Prediction End-to-end ML pipeline for cardiovascular disease prediction with SHAP explainability	14	Experimental	—	Jupyter Notebook
22	ateendra24/Life-Expectancy-Prediction This project implements a machine learning pipeline to predict the life...	14	Experimental	—	Python
23	yanycamuramura-coder/data_analysi_project-3- End-to-end Python project with EDA on patient demographics, population...	14	Experimental	—	Python
24	drapp3/hospital-readmission-analysis Predicting 30-day hospital readmissions using Random Forest. Risk tiering...	14	Experimental	—	Jupyter Notebook
25	Dksh9/Diabetic-Readmission-ML-Manish Developed by Manish Paswan: A clinical decision-support system achieving 90%...	14	Experimental	—	Jupyter Notebook
26	heis3nberg9/TS_Academy_Capstone_Project TS Academy Capstone Project: Regression analysis of Life Expectancy....	14	Experimental	—	Jupyter Notebook
27	Bartlomiej-Daniel/medical_no_show_prediction End-to-end data analytics project predicting medical appointment no-shows...	14	Experimental	—	Jupyter Notebook
28	ysk26/Patient-Readmission-Risk-Tracker End-to-end ML pipeline predicting 30-day hospital readmissions using Random...	14	Experimental	—	Jupyter Notebook
29	mizquierdo76/healthcare-analytics-readmission-and-los Healthcare analytics project predicting hospital readmissions and analyzing...	14	Experimental	—	Python
30	MeherabHS/bangladesh-dengue-forecasting A 15-year longitudinal study evaluating climate covariates in national-scale...	14	Experimental	—	Python
31	Shakya658/clinical-readmission-risk End-to-end ML pipeline predicting 30-day hospital readmission risk for...	14	Experimental	—	Jupyter Notebook
32	MaxiDS/Datathon-Machine-Learning Cree un modelo que puede predecir, a partir de ciertos datos, si un paciente...	13	Experimental	11	Jupyter Notebook
33	yahia3200/Body-Level-Classification Classifying human body level based on some given attributes related to the...	13	Experimental	9	Jupyter Notebook
34	noqtisnox/HealthGuard-Insurance FastAPI-based model for predicting obesity based on user form data	13	Experimental	2	HTML
35	Thiraput01/CIBMTR-Equity-in-post-HCT-Survival-Predictions Notebooks for Kaggle competition	12	Experimental	5	Jupyter Notebook
36	Mohan-Balaji/hospital-readmission-prediction Hospital readmissions are one of the costliest challenges facing healthcare...	12	Experimental	4	Jupyter Notebook
37	billy-enrizky/DGF-Analysis DGF AI Analysis, from Exploratory Data Analysis, Handling Missing Data, to...	12	Experimental	2	HTML
38	abdelrahman-abozarifa04/Life-Expectancy-with-R2-Scorer-96.5- This project aims to predict the life expectancy of countries based on...	11	Experimental	1	Jupyter Notebook
39	kiranshahi/Life-expectancy-prediction Life expectancy prediction using machine learning and deep learning...	11	Experimental	4	Jupyter Notebook

Comparisons in this category

health-category-predict and BMI-Category-Predictor (33 vs 30)