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Table 1 Example sentences with weak labels for excessive diet and physical activity

From: Classifying the lifestyle status for Alzheimer’s disease from clinical notes using deep learning with weak supervision

Category

Class

Sentence example

Excessive diet

High fat diet

Pt is having fatty food

High calorie diet

He had token high calorie diet for 2 weeks

High salt diet

His current diet contains too much food with high salt

Normal diet

She backs to normal diet

Non-specific abnormal

She has no knowledge of salt restrictions

Physical activity

Physical activity

Pt has increase regular physical activity

Physical inactivity

He didn’t maintain daily exercise