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Changi Kim

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Articles

Machine learning-based prediction model for long-term mortality after ischemic stroke

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By Hee-Soo Kim, Seung-Bo Lee, JiYeong Lee, Joon-myoung Kwon, Mi-Young Oh, Changi Kim
| Nature Verified
Abstract Stroke, a leading cause of death, requires precise predictions of life expectancy. Traditional scores focused on short-term outcomes and required labor-intensive data collection. Recent machine learning (ML)-based prediction models showed superior performance. However, they were predominantly geared towards classification tasks, omitting crucial temporal aspects.
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