Reliability and Clinical Utility of Machine Learning to Predict Stroke Prognosis: Comparison with Logistic Regression

Affiliations

• ¹ Department of Neurology, Asan Medical Center, Seoul, Korea.
• ² Clinical Research Center, Asan Medical Center, Seoul, Korea.
• ³ Department of Clinical Epidemiology and Biostatistics, Asan Medical Center, Seoul, Korea.
• ⁴ Asan Institute for Life Sciences, Asan Medical Center, Seoul, Korea.
• ⁵ Department of Neurology, Kyung Hee University Medical Center, Seoul, Korea.
• ⁶ Department of Neurology, Pusan National University Hospital, Busan, Korea.
• ⁷ Department of Neurology, Dong-A University Hospital, Busan, Korea.
• ⁸ Department of Neurology, Hallym University Sacred Heart Hospital, Anyang, Korea.
• ⁹ Department of Neurology, Korea University Ansan Hospital, Ansan, Korea.
• ¹⁰ Department of Neurology, Chosun University Hospital, Gwangju, Korea.
• ¹¹ Department of Neurology, Dongguk University Ilsan Hospital, Goyang, Korea.
• ¹² Department of Neurology, Keimyung University Medical Center, Daegu, Korea.
• ¹³ Department of Neurology, Hallym University Kangdong Sacred Heart Hospital, Seoul, Korea.
• ¹⁴ Department of Neurology, Pusan National University Yangsan Hospital, Yangsan, Korea.