Stroke Detection Through Ensemble Learning: A Stacking Approach

J Faria, SMA Ullah, MR Hasan - 2024 International Conference …, 2024 - ieeexplore.ieee.org
A stroke is a health condition that occurs when there is an interruption in the normal blood
flow to the brain. Brain cells eventually die due to the lack of blood supply. As per the WHO …

Machine Learmusht for Brain Stroke Prediction

S Mushtaq, KS Saini, S Bashir - 2023 International Conference …, 2023 - ieeexplore.ieee.org
Brain stroke is a serious medical condition that needs timely diagnosis and action to avoid
irretrievable harm to the brain. Machine learning (ML) techniques have been extensively …

Deep Learning Based Stroke Disease Prediction using Multi Modal Biosignals

M Thayumanavan, A Ramasamy - … International Conference on …, 2023 - ieeexplore.ieee.org
Stroke is one of the main causes of death and disability in the world. Treatment and
diagnosis must begin early in order to improve patient outcomes. Because deep learning is …

Microcontroller and Mobile App based Garments Environment Monitoring System for Workers

M MobinHossain, N Mukta, N Akter… - 2022 6th …, 2022 - ieeexplore.ieee.org
Bangladesh is known for its ready-made clothing, which contribute significantly to the
country's economic growth. Dhaka, Gazipur, and Narayanganj are home to the majority of …

[PDF][PDF] S, SK Multiple Explainable Approaches to Predict the Risk of Stroke Using Artificial Intelligence. Information 2023, 14, 435

K Chadaga, N Sampathila, S Prabhu, R Chadaga - 2023 - academia.edu
Stroke occurs when a brain's blood artery ruptures or the brain's blood supply is interrupted.
Due to rupture or obstruction, the brain's tissues cannot receive enough blood and oxygen …

Detection of Brain Stroke by using the Novel Adaboost Classifier Algorithm Classifier Algorithm Compared with Multi-layer Perceptron

P Manikanta, KN Kannan… - 2024 IEEE Wireless …, 2024 - ieeexplore.ieee.org
Compare Novel Adaboost Classifier Algorithm and MultiLayer Perceptron to improve
accuracy. Materials and Methods: Research groups include Novel Adaboost Classifier …

Ensemble Classification for Stroke Prediction and Diagnosis: Enhancing Accuracy through Collaborative Algorithms

N Narmatha, D Harini, S Abishek… - 2023 International …, 2023 - ieeexplore.ieee.org
The harmful effects of stroke on society have prompted joint efforts to enhance stroke
management and diagnosis. The merging of technology with medical diagnosis opens …

Role of Artificial Intelligence in Brain Stroke Management: A survey

SK Bhatia, S Goyal, TS Arora… - 2023 2nd Edition of …, 2023 - ieeexplore.ieee.org
Deep Learning (DL) and Machine Learning (ML) are the key subsets of Artificial Intelligence
that have evolved into an important tool in healthcare settings. Brain stroke management is …

Early Detection of Stroke Risk Using Optimized Light Gradient Boosting Machine Approach Based on Demographic Data

SK Pemmada, J Nayak, HS Behera - Ambient Intelligence in Health Care …, 2022 - Springer
Stroke is a clinical condition wherein blood vessels inside the brain rupture, resulting in
brain damage. Symptoms may appear if the brain's blood flow and other nutrients are …

Stroke Disease Detection and Prediction using Extreme Gradient Boosting

R Kuksal, M Vaqur, A Bhatt… - … Intelligence and Smart …, 2023 - ieeexplore.ieee.org
when the brain receives insufficient blood supply, a stroke can occur, that results in cell
death. Strokes with ischemia and hemorrhage, which refer to bleeding or an inadequate …