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

Medicine & Life Sciences

• Life Style 59%
• Alzheimer Disease 56%
• Unified Medical Language System 34%
• Natural Language Processing 30%
• Machine Learning 23%
• Diet 21%
• Electronic Health Records 21%
• Exercise 20%
• Support Vector Machine 12%
• Forests 12%
• Sample Size 9%
• Logistic Models 6%
• Therapeutics 1%

Social Sciences

• dementia 73%
• supervision 60%
• learning 24%
• gold standard 12%
• electronics 7%
• performance 7%
• health 4%
• logistics 4%
• regression 3%
• narrative 3%

Engineering & Materials Science

• Deep learning 64%
• Nutrition 19%
• Health 7%
• Machine learning 7%
• Logistic regression 5%
• Random forests 5%
• Labels 4%
• Support vector machines 4%