The Intelligent Medical Platform: A Novel Dialogue-Based Platform for Health-Care Services

The Intelligent Medical Platform: A Novel Dialogue-Based Platform for Health-Care Services

The proposed Intelligent Medical Platform is a dialoguebased medical decision-making system that provides medical coaching and recommendation services, based on incremental learning methodology. The prototype demonstrates 90% accuracy for knowledge acquisition, 80% satisfaction level of user interac...

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Veröffentlicht in:Computer (Long Beach, Calif.) Calif.), 2020-02, Vol.53 (2), p.35-45
Hauptverfasser: Ali, Taqdir, Hussain, Jamil, Amin, Muhammad Bilal, Hussain, Musarrat, Akhtar, Usman, Khan, Wajahat Ali, Lee, Sungyoung, Kang, Byeong Ho, Hussain, Maqbool, Afzal, Muhammad, Yu, Hyeong Won, Rehman, Ubaid Ur, Han, Ho-Seong, Choi, June Young, Jamshed, Arif
Format: Artikel
Sprache:eng
Schlagworte:
Biomedical imaging
Data mining
Decision making
Feature extraction
Health services
Hospitals
Knowledge acquisition
Knowledge based systems
Knowledge engineering
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Beschreibung
Zusammenfassung:The proposed Intelligent Medical Platform is a dialoguebased medical decision-making system that provides medical coaching and recommendation services, based on incremental learning methodology. The prototype demonstrates 90% accuracy for knowledge acquisition, 80% satisfaction level of user interaction with the system, and 95% accuracy for system integration with the legacy system.
ISSN:0018-9162
1558-0814
DOI:10.1109/MC.2019.2924393