AIMC Topic: Secondary Care

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Dynamic and Transdiagnostic Risk Calculator Based on Natural Language Processing for the Prediction of Psychosis in Secondary Mental Health Care: Development and Internal-External Validation Cohort Study.

Biological psychiatry Jun 7, 2024
BACKGROUND: Automatic transdiagnostic risk calculators can improve the detection of individuals at risk of psychosis. However, they rely on assessment at a single point in time and can be refined with dynamic modeling techniques that account for chan...
Humans Prognosis Electronic Health Records Female Young Adult Adult Male Middle Aged Risk Assessment Adolescent Cohort Studies Natural Language Processing Psychotic Disorders Proportional Hazards Models Secondary Care
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Monitoring patient pathways at a secondary healthcare services through process mining via Fuzzy Miner.

BMC medical informatics and decision making May 27, 2025
BACKGROUND: This study explored workflow pathways followed by patients seeking secondary healthcare services at a local hospital in a rural part of Turkey using process mining to improve hospital resource management.
Humans Fuzzy Logic Workflow Data Mining Turkey Secondary Care
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Classifying real-world macroscopic images in the primary-secondary care interface using transfer learning: implications for development of artificial intelligence solutions using nondermoscopic images.

Clinical and experimental dermatology Jun 25, 2024
BACKGROUND: The application of deep learning (DL) to diagnostic dermatology has been the subject of numerous studies, with some reporting skin lesion classification performance on curated datasets comparable to that of experienced dermatologists. Mos...
Humans Artificial Intelligence Algorithms Dermoscopy Deep Learning Primary Health Care Skin Diseases Dermatology State Medicine Secondary Care
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