Item talk:Q168031

{

 "id": "https://openalex.org/T11396",
 "display_name": "Machine Learning in Healthcare and Medicine",
 "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.",
 "keywords": [
   "Machine Learning",
   "Healthcare",
   "Big Data Analytics",
   "Medical Diagnosis",
   "Classification Models",
   "Heart Disease Prediction",
   "Data Mining",
   "Support Vector Machine",
   "Logistic Regression",
   "Feature Selection"
 ],
 "ids": {
   "openalex": "https://openalex.org/T11396",
   "wikipedia": "https://en.wikipedia.org/wiki/Health_informatics"
 },
 "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/T14400",
     "display_name": "Accuracy of Clinical Coding in Healthcare Data"
   },
   {
     "id": "https://openalex.org/T13319",
     "display_name": "Cinemeducation in Medical and Management Education"
   },
   {
     "id": "https://openalex.org/T10350",
     "display_name": "Impact of Health Information Technology in Healthcare"
   },
   {
     "id": "https://openalex.org/T12871",
     "display_name": "Impact of Healthcare Accreditation on Quality Improvement"
   },
   {
     "id": "https://openalex.org/T14447",
     "display_name": "Knowledge Management in Healthcare Delivery"
   },
   {
     "id": "https://openalex.org/T11555",
     "display_name": "Methodologies in Health Research and Practice"
   },
   {
     "id": "https://openalex.org/T13960",
     "display_name": "Nutrition Care Process and Model in Dietetics"
   },
   {
     "id": "https://openalex.org/T13243",
     "display_name": "Ontology-Based Healthcare Context Information Modeling"
   },
   {
     "id": "https://openalex.org/T14416",
     "display_name": "Opportunities and Challenges for Digital Healthcare Services"
   },
   {
     "id": "https://openalex.org/T14093",
     "display_name": "Patterns and Outcomes of Healthcare Admissions and Policies"
   },
   {
     "id": "https://openalex.org/T14396",
     "display_name": "Regulation of Healthcare Products and Practices"
   }
 ],
 "works_count": 49421,
 "cited_by_count": 320219,
 "updated_date": "2024-08-26T05:50:28.936297",
 "created_date": "2024-01-23"

}