{"id":"https://openalex.org/T13243","display_name":"Innovation in Digital Healthcare Systems","description":"This cluster of papers focuses on ontology-based healthcare context modeling in a ubiquitous environment. It includes topics such as dietary nutrition recommendation, emergency situation monitoring, topic modeling for medical big data mining, depression risk prediction using deep neural network model, bio-detection for smart health service, and P2P cloud network services for IoT-based disaster situations.","keywords":[{"id":"https://openalex.org/keywords/personalized-meal-planning","display_name":"personalized meal planning","score":0.3583},{"id":"https://openalex.org/keywords/personalized-diet-recommendation","display_name":"personalized diet recommendation","score":0.4422},{"id":"https://openalex.org/keywords/meal-recommendation","display_name":"meal recommendation","score":0.2485},{"id":"https://openalex.org/keywords/personalized-nutrition-recommendations","display_name":"personalized nutrition recommendations","score":0.2524}],"legacy_keywords":"Ontology-based; Healthcare; Context Information Model; Ubiquitous Environment; Dietary Nutrition Recommendation; Emergency Situation Monitoring; Topic Modeling; Depression Risk Prediction; Bio-detection for Smart Health Service; P2P Cloud Network Services","ids":{"openalex":"https://openalex.org/T13243","wikipedia":"https://en.wikipedia.org/wiki/Ontology_(information_science)"},"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"},"siblings":[{"id":"https://openalex.org/T10350","display_name":"Electronic Health Records Systems"},{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare"},{"id":"https://openalex.org/T11555","display_name":"Methodologies in Health Research and Practice"},{"id":"https://openalex.org/T12871","display_name":"Healthcare Quality and Management"},{"id":"https://openalex.org/T13319","display_name":"Film in Education and Therapy"},{"id":"https://openalex.org/T13960","display_name":"Dietetics, Nutrition, and Education"},{"id":"https://openalex.org/T14093","display_name":"Global Health and Epidemiology"},{"id":"https://openalex.org/T14396","display_name":"Healthcare Regulation"},{"id":"https://openalex.org/T14400","display_name":"Medical Coding and Health Information"},{"id":"https://openalex.org/T14416","display_name":"Health, Technology, Consumer Behavior"},{"id":"https://openalex.org/T14447","display_name":"Trade Secret Protection Methods"}],"works_count":8568,"cited_by_count":32458,"works_api_url":"https://api.openalex.org/works?filter=topics.id:T13243","updated_date":"2026-10-20T03:01:21","created_date":"2024-01-23T15:27:17"}