首页> Journal of Alzheimer's disease : JAD> Survival Analysis in Cognitively Normal Subjects and in Patients with Mild Cognitive Impairment Using a Proportional Hazards Model with Extreme Gradient Boosting Regression.

Survival Analysis in Cognitively Normal Subjects and in Patients with Mild Cognitive Impairment Using a Proportional Hazards Model with Extreme Gradient Boosting Regression.

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第一作者： Boshra,Khajehpiri

第一单位： Machine Vision and Medical Image Processing (MVMIP) Laboratory, Faculty of Electrical and Computer Engineering, K. N. Toosi University of Technology, Tehran, Iran.

作者： Boshra,Khajehpiri ^[1] ; Hamid Abrishami,Moghaddam ^[1] ; Mohamad,Forouzanfar ^[2] ; Reza,Lashgari ^[3] ; Jaime,Ramos-Cejudo ^[4] ; Ricardo S,Osorio ^[5] ; Babak A,Ardekani ^[6] ; Alzheimer’s Disease Neuroimaging Initiative

作者单位： Machine Vision and Medical Image Processing (MVMIP) Laboratory, Faculty of Electrical and Computer Engineering, K. N. Toosi University of Technology, Tehran, Iran. ^[1] Machine Vision and Medical Image Processing (MVMIP) Laboratory, Faculty of Electrical and Computer Engineering, K. N. Toosi University of Technology, Tehran, Iran.;Department of Systems Engineering, École deTechnologie Supérieure, Université du Québec, Montreal, Quebec, Canada. ^[2] Institute of Medical Science and Technology, Shahid Beheshti University, Tehran, Iran. ^[3] Department of Psychiatry, New York University (NYU) Grossman School of Medicine, New York, NY, USA. ^[4] The Nathan S. Kline Institute for Psychiatric Research, Orangeburg, NY, USA.;Department of Psychiatry, New York University (NYU) Grossman School of Medicine, New York, NY, USA. ^[5] The Nathan S. Kline Institute for Psychiatric Research, Orangeburg, NY, USA. ^[6]

关键词 Alzheimer’s disease Xgboost brain hippocampal atrophy machine learning magnetic resonance imaging mild cognitive impairment proportional hazards model survival analysis