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A Machine Learning Model to Predict Neurological Deterioration after Mild Traumatic Brain Injury in Older Adults

Daisu Abe,Motoki Inaji, Takeshi Hase,Eiichi Suehiro,Naoto Shiomi,Hiroshi Yatsushige,Shin Hirota,Shu Hasegawa,Hiroshi Karibe,Akihiro Miyata,Kenya Kawakita,Kohei Haji,Hideo Aihara,Shoji Yokobori,Takeshi Maeda,Takahiro Onuki,Kotaro Oshio, Nobukazu Komoribayashi,Michiyasu Suzuki,Taketoshi Maehara

FRONTIERS IN NEUROLOGY（2025）

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Key words
mild traumatic brain injury,neurological deterioration,machine learning,predictive model,XGBoost
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