A System for Classifying Disease Comorbidity Status from Medical Discharge Summaries Using Automated Hotspot and Negated Concept Detection

Keyphrases

• Patient Discharge 100%
• Disease Comorbidity 100%
• Concept Detection 100%
• Discharge Summary 100%
• Clinical Report 100%
• Automated System 66%
• Clinical Research 33%
• Obesity 33%
• Comorbidity 33%
• Epidemiological Research 33%
• Informatics 33%
• Disease Status 33%
• Performance Measures 33%
• Natural Language Processing 33%
• Patient Comorbidities 33%
• Medical Practice 33%
• Personalized Medicine 33%
• Clinical Documentation 33%
• Free Text 33%
• Treatment Status 33%
• F-measure 33%
• Linear Support Vector Machine 33%
• Status Classification 33%
• Zero Vector 33%
• Output Codes 33%
• Concept Identification 33%
• Vector Filter 33%
• Text Mining Tool 33%
• Expert Rules 33%
• I2b2 33%
• Extracting Information 33%
• Rule-based System 33%
• Patient Care Management 33%
• Error-correcting 33%
• Automated Techniques 33%
• Free-text Notes 33%
• Inverse Category Frequency 33%

Nursing and Health Professions

• Comorbidity 100%
• Diseases 100%
• Patient Care 33%
• Natural Language Processing 33%
• Medical Practice 33%
• Personalized Medicine 33%
• Epidemiology 33%
• Support Vector Machine 33%