Automated Stroke Prediction Using Machine Learning: An Explainable and Exploratory Study With a Web Application for Early Intervention
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Access"
DOI: 10.1109/access.2023.3278273
Abstract: Stroke is a dangerous medical disorder that occurs when blood flow to the brain is disrupted, resulting in neurological impairment. It is a big worldwide threat with serious health and economic implications. To solve this,… read more here.
Keywords: early intervention; stroke prediction; automated stroke; machine learning ... See more keywords
Augmented intelligence decision tool for stroke prediction combines factors from CHA2DS2‐VASc and the intermountain risk score for patients with atrial fibrillation
Sign Up to like & getrecommendations! Published in 2019 at "Journal of Cardiovascular Electrophysiology"
DOI: 10.1111/jce.13999
Abstract: CHA2DS2‐VASc and CHADS2 are computationally simple risk prediction tools used to guide anticoagulation decisions for stroke prophylaxis, but they have modest risk discrimination ability and use static dichotomous variables. The Intermountain Mortality Risk Scores (IMRS)… read more here.
Keywords: decision; risk; cha2ds2 vasc; stroke prediction ... See more keywords
Early Stroke Prediction Methods for Prevention of Strokes
Sign Up to like & getrecommendations! Published in 2022 at "Behavioural Neurology"
DOI: 10.1155/2022/7725597
Abstract: The emergence of the latest technologies gives rise to the usage of noninvasive techniques for assisting health-care systems. Amongst the four major cardiovascular diseases, stroke is one of the most dangerous and life-threatening disease, but… read more here.
Keywords: early stroke; stroke prediction; prediction methods; prediction ... See more keywords
A-Tuning Ensemble Machine Learning Technique for Cerebral Stroke Prediction
Sign Up to like & getrecommendations! Published in 2023 at "Applied Sciences"
DOI: 10.3390/app13085047
Abstract: A cerebral stroke is a medical problem that occurs when the blood flowing to a section of the brain is suddenly cut off, causing damage to the brain. Brain cells gradually die because of interruptions… read more here.
Keywords: cerebral stroke; stroke prediction; machine learning;