stroke-prediction

There are 2 repositories under stroke-prediction topic.

Vaneshik / AI-Challenge-2023
First place solution for medicine topic in AI Challenge 2023
ecg-classification ecg-signal heart-rate medecine ml stroke-prediction
Language:Python 21
danielchristopher513 / Brain_Stroke_Prediction_Using_Machine_Learning
Stroke is a disease that affects the arteries leading to and within the brain. A stroke occurs when a blood vessel that carries oxygen and nutrients to the brain is either blocked by a clot or ruptures. According to the WHO, stroke is the 2nd leading cause of death worldwide. Globally, 3% of the population are affected by subarachnoid hemorrhage, 10% with intracerebral hemorrhage, and the majority of 87% with ischemic stroke. 80% of the time these strokes can be prevented, so putting in place proper education on the signs of stroke is very important. The existing research is limited in predicting risk factors pertained to various types of strokes. Early detection of stroke is a crucial step for efficient treatment and ML can be of great value in this process. To be able to do that, Machine Learning (ML) is an ultimate technology which can help health professionals make clinical decisions and predictions. During the past few decades, several studies were conducted on the improvement of stroke diagnosis using ML in terms of accuracy and speed. The existing research is limited in predicting whether a stroke will occur or not. Machine Learning techniques including Random Forest, KNN , XGBoost , Catboost and Naive Bayes have been used for prediction.Our work also determines the importance of the characteristics available and determined by the dataset.Our contribution can help predict early signs and prevention of this deadly disease
data-analysis jupyter-notebook stroke-prediction data-science machine-learning
Language:Jupyter Notebook 14
Vignesh227 / Stroke-prediction
Predict whether you'll get stroke or not !!
flask html-css-javascript python stroke-prediction
Language:Jupyter Notebook 9
rifqinvnd / Stroke-Disease-Classification
Detection (Prediction) of the possibility of a stroke in a person
classification hyperparameter-tuning knearest-neighbor-classifier machine-learning stroke-prediction
Language:Jupyter Notebook 8
hernanrazo / stroke-prediction-using-deep-learning
Implementation of the study: "The Use of Deep Learning to Predict Stroke Patient Mortality" by Cheon et al.
implementation-of-research-paper keras deep-learning stroke-prediction kaggle
Language:Python 5
aiporre / gcn_segmentation
Stroke-GFCN: segmentation of Ischemic brain lesions
brain-imaging deep-learning fully-convolutional-networks geometric-deep-learning machile-learning medical-image-processing segmentation stroke-prediction unet-image-segmentation vessel-segmentation
Language:Jupyter Notebook 4
PURPLEWATER00 / STROKE-PREDICTION-PROJECT
DATA SCIENCE PROJECT ON STROKE PREDICTION- deployment link below 👇⬇️
eda kaggle-competition project stroke-prediction svm-classifier svm-model visiualization data-science
Language:Jupyter Notebook 4
zeynpaktasli / StrokePrediciton
Stroke prediciton with EDA, data preprocessing, model building and sampling
classification data-science machine-learning stroke-prediction eda model-building smote data-preprocessing
Language:Jupyter Notebook 3
alexvolchek615 / stroke-predictions-ml-model
machine learning model to predict individuals chances of having a stroke. See users view of app here: https://ml-stroke-predictions.herokuapp.com/
strokes stroke-prediction machine-learning
Language:Jupyter Notebook 2
Chandrakant817 / Stroke-Prediction
Stroke Prediction Using Machine Learning (Classification use case)
decision-tree-classifier knn-classifier logistic-regression machine-learning model random-forest-classifier stroke-prediction
Language:Jupyter Notebook 2
Intiserahmed / SpectreOra-IoT-Mobile-ML
🥈🎉 Silver Award Winner and Presented at IEEE Conference 📝 .This project implements a comprehensive pipeline for real-time ECG (Electrocardiogram) data processing and analysis, integrating IoT devices.
postg cplusplus fastapi fireb flu machine-learning micropython simulation spline stroke-prediction supabase supabase-auth supabase-db wokwi
Language:PureBasic 2
alfianhid / Prediction-of-Stroke-Disease-in-a-Patient-Using-PySpark
stroke-prediction pyspark
Language:Jupyter Notebook 1
CDCapobianco / Stroke-Predictor-AI
A small ML program which predicts stroke probability based on medical status of the patient
binary-classification machine-learning stroke-prediction
Language:Jupyter Notebook 1
Computational-Imaging-LAB / MIPA-Stroke
brain-extraction ct cta deep-learning occlusion stroke stroke-prediction
Language:Jupyter Notebook 1
DohaoSTR / stroke_analysis
Stroke analysis, dataset - https://www.kaggle.com/datasets/fedesoriano/stroke-prediction-dataset. For analysis i used: mlp classifier, k-means clustering, k-neighbors classifier. Libraries: tensorflow, scikit-learn.
data-mining data-science scikit-learn stroke-prediction tensorflow tree-decision-classifier stroke-analysis k-means-clustering k-neighbors-classifier mlp-classifier
Language:Python 1
fenix4dev / StrokePrediction_ML
My first stroke prediction machine learning logistic regression model building in ipynb notebook using python.
stroke stroke-prediction logistic-regression machine-learning data-analytics
Language:Jupyter Notebook 1
Ibraam-Nashaat / Stroke-Prediction
Some machine learning algorithms to predict whether a person would have a stroke or not.
decision-trees logistic-regression machine-learning ml random-forest stroke stroke-prediction supervised-learning support-vector-machines svm-classifier
Language:Jupyter Notebook 1
Kaito999 / stroke-risk-prediction
Evaluate stroke risk using logistic regression and decision tree models
data-analysis exploratory-data-analysis r rstudio stroke-prediction
Language:R 1
msn2106 / Stroke-Prediction-Using-Machine-Learning
Comparing 10 different ML classifiers and using the one having best accuracy to predict the stroke risk to user. Fetching user details through web app hosted using Heroku.
prediction stroke-prediction heroku scikit-learn
Language:Jupyter Notebook 1
pokir / stroke-predictor
Neural network to predict strokes.
machine-learning neural-network pytorch python3 stroke-prediction kaggle artificial-intelligence artificial-neural-networks tensor kaggle-dataset
Language:Python 1
shinho123 / Data-mining-project---stroke-prediction
2022년 1학기 개인 프로젝트 : 뇌졸증 환자 예측 모델·분석
eli5 feature-importance imbalanced-dataset matplotlib numpy pandas seaborn sklearn statsmodels stroke-prediction
Language:Jupyter Notebook 1
ssjky6 / Stroke-Predictor
Stroke Prediction App
machine-learning neural-networks random-forest-classifier smote streamlit stroke-prediction voting-classifier
Language:Jupyter Notebook 1
wildanmjjhd29 / Stroke-Predict-Classification
Mechine Learnig | Stroke Prediction
classification mechine-learning stroke-prediction
Language:Jupyter Notebook 1
zakaria-aabbou / R_Shiny_App
R shiny app for stroke prediction
rshiny rshinyapp shiny-r r stroke-prediction
Language:R 1
FataiAzeez / stroke_prediction_rf_svm_lr
This repo evaluates Logistic Regression, Random Forest, and Support Vector Machine models for predicting stroke risk. Implemented in Python, the project includes data pre-processing, model training, and performance metric calculations
binary-classification hyperparameter-tuning jupyter-notebooks logistic-regression model-evaluation model-predictions python random-forest-classifier smote-sampling standardization stroke-prediction svm
Language:Jupyter Notebook 0
Mo-Shakib / Stroke-Prediction
Using Machine Learning Techniques to Predict the Occurrence of Stroke
dataset knn-classification machine-learning random-forest-classifier stroke-prediction
Language:Jupyter Notebook 0
sa-diq / Stroke-Prediction
Prediction of stroke in patients using machine learning algorithms.
data-science decision-tree-classifier knn-classification logistic-regression machine-learning oversampling pandas prediction python random-forest scikit-learn smote stroke-prediction visualization
Language:Jupyter Notebook 0
spiddacino / RegressionAnalysis
Regression Analysis using dataset from different Industries
automotive car-price-prediction employee-productivity garment healthcare heart-disease house-price-prediction huber linear-regression machine-learning overtime performance-analysis possum production real-estate stroke-prediction student-performance-analysis students xgboost
Language:Jupyter Notebook 0
thuyvy119 / End-to-end-Machine_Learning_projects
An end-to-end machine learning project for stroke prediction
machine-learning stroke-prediction
Language:Jupyter Notebook 0
0Suphan0 / stroke_prediction
Comparison of Machine Learning and Deep Learning Techniques for Stroke Prediction
ai comparison deep-learning machine-learning stroke-prediction
Language:Jupyter Notebook
brenden-DS / stroke-prediction-web-app
data-science ml-model prediction streamlit-webapp stroke-prediction web-app
Language:Jupyter Notebook
chavanpuja / DAProject1
Stroke Prediction System Using ML
machine-learning python stroke-prediction webapplication
Language:Jupyter Notebook
HarnadarTut / stroke-prediction
A patient's chance of stroke was predicted using analysis of a medical dataset. Project conducted in collaboration with a partner, Phillis Duong.
descriptive-statistics ggplot medical prediction programming-language r-programming stroke-prediction t-tests
Language:R
OmarAlkousa / Stroke-Prediction-Using-Electronic-Health-Records
This project aims to make predictions of stroke cases based on simple health data. Supervised machine learning algorithm was used after processing and analyzing the data. The model has predicted Stroke cases with 92.00% of sensitivity.
data-science ehr-data electronic-health-record healthcare-data imbalanced-data machine-learning python stroke-prediction supervised-machine-learning
Language:Jupyter Notebook
Rakshitha-ks / Stroke-Prediction-Dashboard
The project aims at displaying the charts/plots of the number of people affected by stroke based on the input parameters like smoking status, high blood pressure level, Cholesterol level, obesity level in some of the countries.
machine-learning python3 streamlit stroke-prediction dashboard plotly pandas
Language:Python
Tayyba27 / Machine-Learnng-Project
Stroke Disease prediction
data data-visualization decision-trees deep-learning machine-learning predictive-modeling regression-models stroke-prediction
Language:Python

stroke-prediction

Vaneshik / AI-Challenge-2023

danielchristopher513 / Brain_Stroke_Prediction_Using_Machine_Learning

Vignesh227 / Stroke-prediction

rifqinvnd / Stroke-Disease-Classification

hernanrazo / stroke-prediction-using-deep-learning

aiporre / gcn_segmentation

PURPLEWATER00 / STROKE-PREDICTION-PROJECT

zeynpaktasli / StrokePrediciton

alexvolchek615 / stroke-predictions-ml-model

Chandrakant817 / Stroke-Prediction

Intiserahmed / SpectreOra-IoT-Mobile-ML

alfianhid / Prediction-of-Stroke-Disease-in-a-Patient-Using-PySpark

CDCapobianco / Stroke-Predictor-AI

Computational-Imaging-LAB / MIPA-Stroke

DohaoSTR / stroke_analysis

fenix4dev / StrokePrediction_ML

Ibraam-Nashaat / Stroke-Prediction

Kaito999 / stroke-risk-prediction

msn2106 / Stroke-Prediction-Using-Machine-Learning

pokir / stroke-predictor

shinho123 / Data-mining-project---stroke-prediction

ssjky6 / Stroke-Predictor

wildanmjjhd29 / Stroke-Predict-Classification

zakaria-aabbou / R_Shiny_App

FataiAzeez / stroke_prediction_rf_svm_lr

Mo-Shakib / Stroke-Prediction

sa-diq / Stroke-Prediction

spiddacino / RegressionAnalysis

thuyvy119 / End-to-end-Machine_Learning_projects

0Suphan0 / stroke_prediction

brenden-DS / stroke-prediction-web-app

chavanpuja / DAProject1

HarnadarTut / stroke-prediction

OmarAlkousa / Stroke-Prediction-Using-Electronic-Health-Records

Rakshitha-ks / Stroke-Prediction-Dashboard

Tayyba27 / Machine-Learnng-Project