Stroke Risk Prediction ML Frameworks

Machine learning projects for predicting stroke occurrence and risk assessment using clinical datasets and patient health metrics. Does NOT include general cardiovascular disease prediction, heart failure prediction, or post-stroke rehabilitation/treatment applications.

There are 22 stroke risk prediction frameworks tracked. The highest-rated is aravind-selvam/ml-pipeline-using-stroke-data at 26/100 with 5 stars.

Get all 22 projects as JSON

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#	Framework	Score	Tier	Stars	Language
1	aravind-selvam/ml-pipeline-using-stroke-data This project demonstrates the implementation of a ML pipeline and CI/CD...	26	Experimental	5	Jupyter Notebook
2	BenyoubOhtmane/BrainStroke A Machine Learning System that work on prediction of Brain Stroke to take...	26	Experimental	3	Jupyter Notebook
3	asarkar2210/CarotidNet Predicts stroke risk by fusing visual ultrasound anomalies with tabular...	25	Experimental	—	Jupyter Notebook
4	danielchristopher513/Brain_Stroke_Prediction_Using_Machine_Learning Stroke is a disease that affects the arteries leading to and within the...	25	Experimental	29	Jupyter Notebook
5	PRIYAtechky/Genetic_Forecasting_of_Huntington_Disease A Deep Neural Network model to predict Huntington’s Disease from genetic...	23	Experimental	5	Python
6	marinhodomingosm/post-stroke-aphasia-risk-analysis 🩺 Analyze post-stroke aphasia risks by investigating medication patterns and...	23	Experimental	1	Python
7	ravansaran/stroke-prediction-ml-pipeline 🚀 Build a reproducible ML pipeline for stroke prediction using scikit-learn,...	22	Experimental	—	Jupyter Notebook
8	arudaev/Project-Arepo ML-driven stroke risk estimation with analytics dashboards and a Rasa chatbot	22	Experimental	—	Python
9	DevyaniD19/Heart-Stroke-Prediction-Using-Quantitative-Data Stroke risk prediction using Random Forest, XGBoost, SVM & Logistic...	22	Experimental	—	Jupyter Notebook
10	Mahatir-Ahmed-Tusher/Stroke-Risk-Prediction-Dataset-based-on-Literature This dataset is designed for predicting stroke risk using symptoms,...	22	Experimental	1	Jupyter Notebook
11	AkramOM606/DeepLearning-CNN-Brain-Stroke-Prediction This repository contains a Deep Learning model using Convolutional Neural...	21	Experimental	11	Jupyter Notebook
12	rifqinvnd/Stroke-Disease-Classification Detection (Prediction) of the possibility of a stroke in a person	20	Experimental	9	Jupyter Notebook
13	PerceptronCipher/clinical-model-tradeoffs A comparative study of classification model trade-offs using real-world...	19	Experimental	—	Jupyter Notebook
14	spiritysdx/CPGMCM_2023_Code 2023 全国研究生数学建模竞赛代码仓库 E 题出血性脑卒中预后预测_集成静态模型和时序模型	16	Experimental	4	Jupyter Notebook
15	DanishJameel/Deep_Learning_Project_for_the_Recognition_of_Acute_Stroke_Patient_Face- Acute Stroke Prediction with Facial Images	15	Experimental	2	Jupyter Notebook
16	mtfattahpour/stroke-prediction Predictive modeling for stroke, to help identify patients at higher risk...	14	Experimental	—	Jupyter Notebook
17	fromibam/stroke-risk-prediction Predicting stroke risk using K-nearest Neighbors classification model from...	14	Experimental	—	Jupyter Notebook
18	sachumonpsajeev-cyber/VitalDb-Cardiac-Arrest-Prediction-TAN Predicting intraoperative cardiac arrest using Temporal Attention Networks...	14	Experimental	—	Python
19	pokir/stroke-predictor Neural network to predict strokes.	14	Experimental	1	Python
20	AnandKumar56/stroke-prediction-deep-fusion A hybrid deep learning-based web application that predicts ischemic stroke...	11	Experimental	—	Jupyter Notebook
21	russkiyximik/Stroke-Prediction-Model Repo for analyzing data from the Kaggle Heart Failure dataset	11	Experimental	—	R
22	KalinStoyanov/stroke Hybrid neurovascular–neural model (perfusion-gated frozen NNs). JMLR submission.	11	Experimental	—	TeX