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INTERNATIONAL JOURNAL OF SCIENTIFIC DEVELOPMENT AND RESEARCH International Peer Reviewed & Refereed Journals, Open Access Journal ISSN Approved Journal No: 2455-2631 | Impact factor: 8.15 | ESTD Year: 2016 open access , Peer-reviewed, and Refereed Journals, Impact factor 8.15 |
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| Paper Title: | Stroke Prediction System Using Machine Learning Algorithms |
| Authors Name: | Mr.T.N.Sudhahar , Dr.S.Meera , K. Saraswathi , S. Sheryl Catherine , B. Sathya Priya |
| Unique Id: | IJSDR2206056 |
| Published In: | Volume 7 Issue 6, June-2022 |
| Abstract: | Stroke could be a medical condition that may result in the death of someone. It’s a severe condition and if treated on time we are able to save one’s life and treat them well. The target of this study is to construct a prediction model for predicting stroke and to assess the accuracy of the model. Therefore, the project mainly aims at predicting the possibilities of occurrence of stroke using the emerging Machine Learning techniques. The most of strokes are classified as ischemic embolic and Hemorrhagic. An ischemic embolic stroke happens when a blood forms off from the patient brain usually within the patient heart and travels through the patient bloodstream to live narrower brain arteries. Hemorrhagic stroke is taken into account as another sort of brain stroke because it happens when an artery within the brain leaks blood or ruptures. |
| Keywords: | Machine Learning, Stroke, Classification, Prediction |
| Cite Article: | "Stroke Prediction System Using Machine Learning Algorithms", International Journal of Science & Engineering Development Research (www.ijsdr.org), ISSN:2455-2631, Vol.7, Issue 6, page no.342 - 344, June-2022, Available :http://www.ijsdr.org/papers/IJSDR2206056.pdf |
| Downloads: | 000337070 |
| Publication Details: | Published Paper ID: IJSDR2206056 Registration ID:200630 Published In: Volume 7 Issue 6, June-2022 DOI (Digital Object Identifier): Page No: 342 - 344 Publisher: IJSDR | www.ijsdr.org ISSN Number: 2455-2631 |
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