Automatic extraction and assessment of lifestyle exposures for Alzheimer's disease using natural language processing.

•Automatic extraction and assessment of lifestyle exposures using free-text EHRs for Alzheimer’s disease.•Feasibility and accuracy of investigating lifestye risk factors using natural language processing techniques.•Patients with Alzheimer’s disease might be exposed to more life style risk factors than the controls.