Item talk:Q168031

OpenAlex: !!python/object/new:pyalex.api.Topic

 dictitems:
   cited_by_count: 234496
   created_date: '2024-01-23'
   description: This cluster of papers focuses on the application of machine learning,
     big data analytics, and data mining techniques in healthcare and medicine. It
     covers topics such as medical diagnosis, classification models, heart disease
     prediction, and the use of support vector machines and logistic regression.
     The cluster emphasizes the potential of machine learning in improving healthcare
     outcomes through advanced data analysis.
   display_name: Machine Learning in Healthcare and Medicine
   domain:
     display_name: Health Sciences
     id: https://openalex.org/domains/4
   field:
     display_name: Health Professions
     id: https://openalex.org/fields/36
   id: https://openalex.org/T11396
   ids:
     openalex: https://openalex.org/T11396
     wikipedia: https://en.wikipedia.org/wiki/Health_informatics
   keywords:
   - Machine Learning
   - Healthcare
   - Big Data Analytics
   - Medical Diagnosis
   - Classification Models
   - Heart Disease Prediction
   - Data Mining
   - Support Vector Machine
   - Logistic Regression
   - Feature Selection
   siblings:
   - display_name: Accuracy of Clinical Coding in Healthcare Data
     id: https://openalex.org/T14400
   - display_name: Cinemeducation in Medical and Management Education
     id: https://openalex.org/T13319
   - display_name: Impact of Health Information Technology in Healthcare
     id: https://openalex.org/T10350
   - display_name: Impact of Healthcare Accreditation on Quality Improvement
     id: https://openalex.org/T12871
   - display_name: Knowledge Management in Healthcare Delivery
     id: https://openalex.org/T14447
   - display_name: Methodologies in Health Research and Practice
     id: https://openalex.org/T11555
   - display_name: Nutrition Care Process and Model in Dietetics
     id: https://openalex.org/T13960
   - display_name: Ontology-Based Healthcare Context Information Modeling
     id: https://openalex.org/T13243
   - display_name: Opportunities and Challenges for Digital Healthcare Services
     id: https://openalex.org/T14416
   - display_name: Patterns and Outcomes of Healthcare Admissions and Policies
     id: https://openalex.org/T14093
   - display_name: Regulation of Healthcare Products and Practices
     id: https://openalex.org/T14396
   subfield:
     display_name: Health Information Management
     id: https://openalex.org/subfields/3605
   updated_date: '2024-05-20T05:05:35.447596'
   works_count: 46934