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 32/100 with 35 stars.

Get all 39 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=ml-frameworks&subcategory=hospital-readmission-prediction&limit=20"

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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...	32	Emerging	35	Python
2	lovnishverma/health-category-predict A simple Flask web app that predicts health status based on BMI data using a...	26	Experimental	3	HTML
3	sandudul/BMI-Category-Predictor This full-stack app leverages: Python libraries: scikit-learn, pandas,...	24	Experimental	10	Python
4	savinaysingh7/Canadian-Community-Health-Survey-Predictive-Analytics End-to-end ML platform transforming 50+ health indicators into clinical risk...	22	Experimental	—	Jupyter Notebook
5	Moustapha-Ndoye-dev/MedInsight-Analytics Intelligence Opérationnelle Hospitalière : Pipeline de Data Science...	22	Experimental	—	Jupyter Notebook
6	KRITHIN913/Disease_Outbreak_Prediction-Prevention A spatiotemporal forecasting framework for disease outbreaks using a hybrid...	22	Experimental	—	HTML
7	Zaifikhan/pancreatic-disease-prediction-ml 🩺 Predict pancreatic disease status using advanced machine learning...	22	Experimental	—	Jupyter Notebook
8	global-ad-snap/diabetic-readmission-survival-analysis Survival analysis of diabetic patient readmission using Cox Proportional...	22	Experimental	—	Jupyter Notebook
9	analyst-ted/hospital-readmission-prediction ML model to predict 30-day hospital readmission using patient data	22	Experimental	—	Jupyter Notebook
10	raquelrguezs/advanced-health-analytics Clinical data analytics pipeline for hospital readmission risk prediction...	22	Experimental	—	Jupyter Notebook
11	TimKong21/Medical-Appointment-No-Show-Prediction A machine learning solution predicting patient no-shows in healthcare...	18	Experimental	3	Jupyter Notebook
12	Joana-Goncalves/ML_Hospital_Readmissions Hospital readmissions prediction models	17	Experimental	5	Jupyter Notebook
13	chuang-lab-DMPTD-TMU/dengue-fever-EWS Chuang Lab @ Department of Molecular Parasitology and Tropical Diseases, TMU	17	Experimental	—	Jupyter Notebook
14	RNB1993/medical-appointment-no-show-analytics End-to-end medical no-show analytics via Python & Power BI. Features ETL,...	16	Experimental	—	Jupyter Notebook
15	EnbinYang/tb_prediction_files A multivariate multi-step LSTM forecasting model for tuberculosis incidence...	15	Experimental	27	Python
16	jprmaulion/cholera-gedeo-ethiopia-ml-modeling Predictive modeling of cholera severity in the Gedeo Zone, Ethiopia, using...	15	Experimental	—	Jupyter Notebook
17	RenatoMaynard/Statistical-Modeling-and-Regression-Analysis-Life-Expectancy Statistical Modeling and Regression Analysis for Life Expentancy	15	Experimental	20	R
18	mayankchoudhary23/healthcare-readmission-prediction End-to-end ML pipeline predicting 30-day hospital readmissions for diabetes patients	15	Experimental	1	Jupyter Notebook
19	athulyabiju23/hospital-readmission-analysis Analyzing CMS hospital readmission data — SQL + Python + statistical testing...	14	Experimental	—	Jupyter Notebook
20	drapp3/hospital-readmission-analysis Predicting 30-day hospital readmissions using Random Forest. Risk tiering...	14	Experimental	—	Jupyter Notebook
21	erickyegon/immunization-defaulter-risk-engine Production ML pipeline predicting immunization defaulter risk for 6,864...	14	Experimental	—	Jupyter Notebook
22	Dksh9/Diabetic-Readmission-ML-Manish Developed by Manish Paswan: A clinical decision-support system achieving 90%...	14	Experimental	—	Jupyter Notebook
23	Munavvara-17/Medilytics-Healthcare-Revenue-Intelligence-Dashboard Medilytics is a Healthcare Revenue Intelligence Dashboard that analyzes...	14	Experimental	—	Python
24	puneethkotha/LOSight Length-of-stay risk prediction for NY State hospitals. Patient risk...	14	Experimental	—	TypeScript
25	ShravLabs/patient-readmission-predictor A machine learning web app that predicts whether a hospital patient will be...	14	Experimental	—	Jupyter Notebook
26	Shaonlib/Cardiovascular-Disease-Prediction End-to-end ML pipeline for cardiovascular disease prediction with SHAP explainability	14	Experimental	—	Jupyter Notebook
27	ateendra24/Life-Expectancy-Prediction This project implements a machine learning pipeline to predict the life...	14	Experimental	—	Python
28	heis3nberg9/TS_Academy_Capstone_Project TS Academy Capstone Project: Regression analysis of Life Expectancy....	14	Experimental	—	Jupyter Notebook
29	Manueli96/Hospital_Readmission_Analytics 🏥 Analyze hospital readmissions with a data pipeline for insights on risk...	14	Experimental	—	Jupyter Notebook
30	Shakya658/clinical-readmission-risk End-to-end ML pipeline predicting 30-day hospital readmission risk for...	14	Experimental	—	Jupyter Notebook
31	ysk26/Patient-Readmission-Risk-Tracker End-to-end ML pipeline predicting 30-day hospital readmissions using Random...	14	Experimental	—	Jupyter Notebook
32	Bartlomiej-Daniel/medical_no_show_prediction End-to-end data analytics project predicting medical appointment no-shows...	14	Experimental	—	Jupyter Notebook
33	yanycamuramura-coder/data_analysi_project-3- End-to-end Python project with EDA on patient demographics, population...	14	Experimental	—	Python
34	MeherabHS/bangladesh-dengue-forecasting A 15-year longitudinal study evaluating climate covariates in national-scale...	14	Experimental	—	Python
35	mizquierdo76/healthcare-analytics-readmission-and-los Healthcare analytics project predicting hospital readmissions and analyzing...	14	Experimental	—	Python
36	Iloilo-Dengue-Watch/Iloilo-Dengue-Watch A Website For the IloIlo Province. All about dengue.	12	Experimental	1	JavaScript
37	AminRezaeeyan/Life-Expectancy-Prediction Predicting life expectancy using socio-economic, health, and demographic...	12	Experimental	3	Jupyter Notebook
38	AsfandAliMemon25/diabetic-readmission-prediction Flask API for predicting diabetic patient readmission using XGBoost	11	Experimental	—	Jupyter Notebook
39	LenaKeskin/Lifestyle-Based-Risk-Scoring-System A two-person, end-to-end data science project focused on analyzing...	11	Experimental	—	Jupyter Notebook