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 45 chronic disease prediction frameworks tracked. The highest-rated is yahyazuher/AI-Liver-Disease-Diagnosis-System at 37/100 with 3 stars.

Get all 45 projects as JSON

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

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

#	Framework	Score	Tier	Stars	Language
1	yahyazuher/AI-Liver-Disease-Diagnosis-System An AI multi-model system for liver disease using clinical data.	37	Emerging	3	Jupyter Notebook
2	Papagiannopoulos/multi_step_adaptive_elastic_net_ML 1st PhD scientific research: The machine learning development on how i...	36	Emerging	2	R
3	Saurabh641444/Chronic-Kidney-Disease-Prediction This repository contain code of Chronic Kidney Disease Detection Prediction...	35	Emerging	11	Jupyter Notebook
4	Fayyez/PCOS-Detection-Model a high-precision model as a cost-effective alternative for the early...	33	Emerging	6	Jupyter Notebook
5	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...	32	Emerging	2	JavaScript
6	Bugss05/IACD_Predicting_Hepatocellular_Carcinoma_through_SML Predicting Hepatocellular Carcinoma through Supervised Machine Learning	32	Emerging	3	HTML
7	onc-healthit/2021PCOR-ML-AI Through this project, ONC in partnership with National Institutes of Health...	30	Emerging	6	Jupyter Notebook
8	chollette/Liver-Disease-Classification-Azure-ML-Capstone-Project This is a Liver Disease Machine Learning Classification Capstone Project in...	29	Experimental	9	Jupyter Notebook
9	jyotidabass/PCOS-APP A project dedicated to PCOS , which is so common diseases yet not know....	25	Experimental	7	HTML
10	PialGhosh2233/Liver_Cirrhosis_Prediction_using_Machine_Learning This repository contains the implementation of a machine learning project...	25	Experimental	4	Jupyter Notebook
11	shahid-iqbal-er/supervised_ml_architectures_medical_classification Comparative study of supervised machine learning architectures for...	24	Experimental	1	Jupyter Notebook
12	gokulnpc/Chronic-Kidney-Disease-Prediction This we app is created to predict the chronic kidney disease using the data...	23	Experimental	4	Jupyter Notebook
13	ditopcu/CDS-IT-mprotein-cascade 3-level cascade XGBoost classifier for M-protein isotype classification from...	22	Experimental	—	Jupyter Notebook
14	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
15	Yanan-Hu/CSAI Externally validated machine learning models for predicting caesarean...	22	Experimental	1	SAS
16	ashabakshi/Heart-stroke-prediction Heart Stroke Prediction App predicts the risk of heart stroke in real-time...	21	Experimental	1	Jupyter Notebook
17	OrbiGenAI-Innovations-Lab/Maternity-Care-Modeling-Predicting-Pregnancy-Outcomes-and-Mode-of-Delivery Predicting Pregnancy Outcome(complications), Mode of Delivery, approx. date...	21	Experimental	1	—
18	Jiayi-Njucm/early-stage-ckd-prediction [eClinicalMedicine] Identification and validation of an explainable...	21	Experimental	3	Jupyter Notebook
19	KumudRanjan4295/Liver_Disease_Prediction_Using_Machine_Learning This project leverages machine learning to predict liver disease using...	20	Experimental	16	Python
20	carolinaemanuele/Smoke-Detection-IoT-Kaggle A descriptive and inferential statistical analysis from the Kaggle database...	20	Experimental	5	Jupyter Notebook
21	GaneshkumarKarunanidhi/PCOS-Detection PCOS Detection using DeepLearning	19	Experimental	12	Jupyter Notebook
22	fatimasood/ANFIS-Based-Liver-Disease-Prediction-Using-Fuzzy-Inference-System Implementation of Fuzzy Inference System (FIS) and Adaptive Neuro-Fuzzy...	19	Experimental	—	Jupyter Notebook
23	AarnoStormborn/Smoking-Detection Cigarette Detection Model deployed over Django backend	19	Experimental	15	Jupyter Notebook
24	rajanbit/Liver_Lipidomics_Paper Liver Lipidomics Paper	17	Experimental	—	Jupyter Notebook
25	MainakVerse/Hepatic-Healthcare-Program Hepatic Disease (Liver Disease) is a broad term that encompasses various...	16	Experimental	15	Python
26	ajiivinayagam01-star/COPD_detection ML project for COPD prediction using healthcare data. Includes data...	14	Experimental	—	Jupyter Notebook
27	santiagovelezf/HCV_Classfier Using supervised learning techniques in AI to classify individuals as...	14	Experimental	—	Jupyter Notebook
28	divinesaun/muffin_cupcake_api A FastAPI-based web app that predicts whether a recipe is a muffin or...	14	Experimental	—	HTML
29	2303A52442/kidney-stone-prediction Machine learning based kidney stone prediction using Flask web app	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	Bhagyesh233/Chronic-kidney-disease-prediction-model Comparative analysis of machine learning models for CKD prediction using...	14	Experimental	—	HTML
32	i6092467/pediatric-appendicitis-ml-ext External validation of predictive models for the diagnosis, management, and...	14	Experimental	8	Jupyter Notebook
33	sindhu1807/smoking-detection-model Smoking Detection is a machine learning-based web application built with...	13	Experimental	—	HTML
34	FAHAD-ALI-github/MACHINE-LEARNING-PROJECT--Hepatitis-Prediction-Model This project builds a machine learning model to predict the survival of...	13	Experimental	3	Jupyter Notebook
35	Guiquan-27/PredictOvarianResponse A machine learning system for identification of ovarian response and...	12	Experimental	5	—
36	mahinxander/Liver-Disease-Classification-by-Pruning-Data-Dependency This is a binary classification task using various ML model on the HCV data...	12	Experimental	6	Jupyter Notebook
37	AsifIkbal1/Best-Binary-Prediction-of-Smoker-Status- Best !! Binary Prediction of Smoker Status	11	Experimental	—	—
38	Lando-momo/SURGICAL-OPERATIONS-PREDICTION In the context of the project "SURGICAL-OPERATIONS-PREDICTION," we've been...	11	Experimental	—	—
39	DurgA-5/Chronic_kidney_Disease_Prediction Chronic_kidney_Disease_Prediction	11	Experimental	2	Jupyter Notebook
40	Shreya-196/FemFlare_PCOS_Detection Fem Flare is PCOD friendly detection Website	11	Experimental	1	—
41	jorgerodriguezm/LowerBackPainClassification Logistic Regression application in the prediction of Lower Back Pain	11	Experimental	—	Jupyter Notebook
42	UznetDev/Smoking-Prediction This project focuses on analyzing the "Smoking" dataset and building a...	11	Experimental	—	Jupyter Notebook
43	iSathyam31/ML-Based-Classification-of-MECP2-Mutations This project focuses on classifying MECP2 gene mutations as benign or...	11	Experimental	—	Jupyter Notebook
44	gtrane/Predicting-Postoperative-Complications Developed a classification model in Orange software to predict...	10	Experimental	2	—
45	rrwabina/CKD-Multi-State The transition probabilities for 25 transitions from initial state to each...	10	Experimental	2	Jupyter Notebook