Chronic Disease Prediction ML Frameworks

Machine learning models for predicting outcomes, progression, and mortality in chronic liver and kidney diseases using clinical data. Does NOT include general disease detection, acute conditions, or non-clinical health prediction projects.

There are 39 chronic disease prediction frameworks tracked. The highest-rated is yahyazuher/AI-Liver-Disease-Diagnosis-System at 35/100 with 3 stars.

Get all 39 projects as JSON

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#	Framework	Score	Tier	Stars	Language
1	yahyazuher/AI-Liver-Disease-Diagnosis-System An AI multi-model system for liver disease using clinical data.	35	Emerging	3	Jupyter Notebook
2	Renu-code123/AI-Powered-Early-Detection-and-Lifestyle-Recommendations-for-PCOS-and-PCOD AI-powered system for early detection of PCOS/PCOD risk and personalized...	29	Experimental	2	JavaScript
3	Papagiannopoulos/multi_step_adaptive_elastic_net_ML 1st PhD scientific research: The machine learning development on how i...	29	Experimental	2	R
4	Sagarshresti18/ckd-predictor This project is a full-stack machine learning web app designed to predict...	29	Experimental	4	Jupyter Notebook
5	Saurabh641444/Chronic-Kidney-Disease-Prediction This repository contain code of Chronic Kidney Disease Detection Prediction...	28	Experimental	11	Jupyter Notebook
6	Fayyez/PCOS-Detection-Model a high-precision model as a cost-effective alternative for the early...	26	Experimental	6	Jupyter Notebook
7	Bugss05/IACD_Predicting_Hepatocellular_Carcinoma_through_SML Predicting Hepatocellular Carcinoma through Supervised Machine Learning	25	Experimental	3	HTML
8	onc-healthit/2021PCOR-ML-AI Through this project, ONC in partnership with National Institutes of Health...	23	Experimental	6	Jupyter Notebook
9	shahid-iqbal-er/supervised_ml_architectures_medical_classification Comparative study of supervised machine learning architectures for...	23	Experimental	1	Jupyter Notebook
10	fatimasood/ANFIS-Based-Liver-Disease-Prediction-Using-Fuzzy-Inference-System Implementation of Fuzzy Inference System (FIS) and Adaptive Neuro-Fuzzy...	22	Experimental	—	Jupyter Notebook
11	KbrPrmk/ai-powered-decision-support-system-for-pcos-diagnosis 🧬 ML-based PCOS diagnosis support system \| Work in progress \| XGBoost (%91.3...	22	Experimental	—	Jupyter Notebook
12	iamniranjan7/Skin-disease-prediction Skin disease classification using SVM (97.3% accuracy) on UCI Dermatology...	22	Experimental	—	Jupyter Notebook
13	ditopcu/CDS-IT-mprotein-cascade 3-level cascade XGBoost classifier for M-protein isotype classification from...	22	Experimental	—	Jupyter Notebook
14	donthavepov/LDIFToBloodHound 🔄 Convert LDIF files to BloodHound CE compatible JSON with full ACL parsing...	22	Experimental	—	C#
15	chollette/Liver-Disease-Classification-Azure-ML-Capstone-Project This is a Liver Disease Machine Learning Classification Capstone Project in...	22	Experimental	9	Jupyter Notebook
16	PialGhosh2233/Liver_Cirrhosis_Prediction_using_Machine_Learning This repository contains the implementation of a machine learning project...	18	Experimental	4	Jupyter Notebook
17	jyotidabass/PCOS-APP A project dedicated to PCOS , which is so common diseases yet not know....	18	Experimental	7	HTML
18	gokulnpc/Chronic-Kidney-Disease-Prediction This we app is created to predict the chronic kidney disease using the data...	16	Experimental	4	Jupyter Notebook
19	Yanan-Hu/CSAI Externally validated machine learning models for predicting caesarean...	15	Experimental	1	SAS
20	rajanbit/Liver_Lipidomics_Paper Liver Lipidomics Paper	15	Experimental	—	Jupyter Notebook
21	ashabakshi/Heart-stroke-prediction Heart Stroke Prediction App predicts the risk of heart stroke in real-time...	15	Experimental	1	Jupyter Notebook
22	KumudRanjan4295/Liver_Disease_Prediction_Using_Machine_Learning This project leverages machine learning to predict liver disease using...	14	Experimental	16	Python
23	OrbiGenAI-Innovations-Lab/Maternity-Care-Modeling-Predicting-Pregnancy-Outcomes-and-Mode-of-Delivery Predicting Pregnancy Outcome(complications), Mode of Delivery, approx. date...	14	Experimental	1	—
24	divinesaun/muffin_cupcake_api A FastAPI-based web app that predicts whether a recipe is a muffin or...	14	Experimental	—	HTML
25	santiagovelezf/HCV_Classfier Using supervised learning techniques in AI to classify individuals as...	14	Experimental	—	Jupyter Notebook
26	ajiivinayagam01-star/COPD_detection ML project for COPD prediction using healthcare data. Includes data...	14	Experimental	—	Jupyter Notebook
27	Jiayi-Njucm/early-stage-ckd-prediction [eClinicalMedicine] Identification and validation of an explainable...	14	Experimental	3	Jupyter Notebook
28	cassanof/patient_api A full-stack app that predicts cancer diagnosis using machine learning	14	Experimental	1	Go
29	Bhagyesh233/Chronic-kidney-disease-prediction-model Comparative analysis of machine learning models for CKD prediction using...	14	Experimental	—	HTML
30	NOA-Data1/Maternal-Health-Risk-Prediction End-to-end maternal health risk prediction using PySpark (SQL) and Machine...	14	Experimental	—	Jupyter Notebook
31	Samziii/Liver-Disease-Prediction-System This project uses Machine Learning to analyze patient health metrics and...	14	Experimental	—	Jupyter Notebook
32	SivaguruArumugam/cancer-prediction-api A production-ready Machine Learning API built with FastAPI that predicts...	14	Experimental	—	Python
33	2303A52442/kidney-stone-prediction Machine learning based kidney stone prediction using Flask web app	14	Experimental	—	HTML
34	carolinaemanuele/Smoke-Detection-IoT-Kaggle A descriptive and inferential statistical analysis from the Kaggle database...	13	Experimental	5	Jupyter Notebook
35	GaneshkumarKarunanidhi/PCOS-Detection PCOS Detection using DeepLearning	12	Experimental	12	Jupyter Notebook
36	AarnoStormborn/Smoking-Detection Cigarette Detection Model deployed over Django backend	12	Experimental	15	Jupyter Notebook
37	taufiq-ai/ML-Kidney-Disease-Diagnosis Machine Learning–Powered Flask Application for Early Detection of Chronic...	11	Experimental	—	HTML
38	sindhu1807/smoking-detection-model Smoking Detection is a machine learning-based web application built with...	11	Experimental	—	HTML
39	iSathyam31/ML-Based-Classification-of-MECP2-Mutations This project focuses on classifying MECP2 gene mutations as benign or...	11	Experimental	—	Jupyter Notebook