Published on in Vol 24, No 7 (2022): July
Preprints (earlier versions) of this paper are
available at
https://preprints.jmir.org/preprint/37233, first published
.

Journals
- Tan W, Gao Q, Oei R, Hsu W, Lee M, Tan N. Diabetes medication recommendation system using patient similarity analytics. Scientific Reports 2022;12(1) View
- Sae-Ang A, Chairat S, Tansuebchueasai N, Fumaneeshoat O, Ingviya T, Chaichulee S. Drug Recommendation from Diagnosis Codes: Classification vs. Collaborative Filtering Approaches. International Journal of Environmental Research and Public Health 2022;20(1):309 View
- Howell P, Aryal A, Wu C. Web-Based Patient Recommender Systems for Preventive Care: Protocol for Empirical Research Propositions. JMIR Research Protocols 2023;12:e43316 View
- Sun Y, Zhou J, Ji M, Pei L, Wang Z. Development and Evaluation of Health Recommender Systems: Systematic Scoping Review and Evidence Mapping. Journal of Medical Internet Research 2023;25:e38184 View
- Zhang Y, Zhang D, Liu X, Peng W, Mu Y, Li Y, Qiu Q. A Practical Statin Recommendation System Based on Real-World Data to Improve LDL-C Management in Secondary Prevention. Journal of Cardiovascular Pharmacology 2023;81(5):373 View
- Liu P, Wang Z, Liu N, Peres M. A scoping review of the clinical application of machine learning in data-driven population segmentation analysis. Journal of the American Medical Informatics Association 2023;30(9):1573 View
- Amin A, Jahanshahi M, Meybodi M. Improved Learning-Automata-Based Clustering Method for Controlled Placement Problem in SDN. Applied Sciences 2023;13(18):10073 View
- Ma H, Zhang J, Li C, Zou L. Discovery of anthraquinones as DPP-IV inhibitors: Structure-activity relationships and inhibitory mechanism. Fitoterapia 2023;168:105549 View
- Slade E, Rennick-Egglestone S, Ng F, Kotera Y, Llewellyn-Beardsley J, Newby C, Glover T, Keppens J, Slade M. The Implementation of Recommender Systems for Mental Health Recovery Narratives: Evaluation of Use and Performance. JMIR Mental Health 2024;11:e45754 View
- Singhal S, Pal K. State of art and emerging trends on group recommender system: a comprehensive review. International Journal of Multimedia Information Retrieval 2024;13(2) View
- Afanasieva T, Zamashkin Y. Opportunities of patient-oriented systems for digital prevention of chronic non-communicable diseases. Russian Journal of Preventive Medicine 2024;27(6):7 View
- Anbazhagan E, Sophiya E, Prasanna Kumar R. Sentiment-aware drug recommendations with a focus on symptom-condition mapping. International Journal of Information Technology 2024;16(8):5195 View
- Harikumar S, Jayamohan Pillai C, Vani Chithra V, Raman R, Kaimal M, Tang K, Nedungadi P. High-Dimensional Projected Clustering for Learner Competency Analysis in Medical Training Programs. IEEE Access 2024;12:171807 View
- Du Z, Liu Z, Fu L, Wang C, Sun Z, Zhu L, Deng K. Interpretable personalized surgical recommendation with joint consideration of multiple decisional dimensions. npj Digital Medicine 2025;8(1) View
- Chen D, Liu W, Zhang J, Zhang M. A novel heterogeneous multi-criteria recommendation framework with experts’ knowledge fusion for medical examination items. International Journal of General Systems 2025:1 View
- Ogunjobi T, Adeyanju S, Akinwande K, Obasi D, Aigbagenode A, Musa A, Abdul S. Improving the prevention and treatment of Lean Type 2 Diabetes in Sub-Saharan Africa: A review. European Journal of Sustainable Development Research 2025;9(2):em0287 View
- Costandache M. Machine Learning and Sound Processing in Vocal Disease Detection. Computer Science Journal of Moldova 2024;32(2(95)):224 View
- Qian M, Zhao M, Pan M, Pan Y, Wu D, Olson D, Ding W. A doctor recommendation model based on multidimensional feature extraction of doctors and patients from online medical platform. Information Sciences 2025;720:122500 View
- Afanasieva T, Zamashkin I. Patient-oriented systems for digital prevention of chronic non-communicable diseases. HEALTH CARE OF THE RUSSIAN FEDERATION 2025;69(3):289 View
- Abdelbaky I, Ahmed M, Taha M. Machine learning classification approaches for prediction of effective diabetes drugs. Egyptian Informatics Journal 2025;31:100786 View
- Muneer V, Thandil R. A personalized travel recommender system for Malayalam using social media travelogues. Cluster Computing 2026;29(1) View
Books/Policy Documents
- Shah S, Naik V, Mukhopadhyay D, Roy S. Internet of Things. Advances in Information and Communication Technology. View
- Swathi Mirthika G, Sivakumar B. Intelligent Sustainable Systems. View
- Bosmediano-Angos K, Arias-Viñansaca A, Chavez C, Timana B, Velasco H, Villalba-Meneses F, Navas P, Vizcaíno-Imacaña P, Reinoso-Sánchez P, Almeida-Galárraga D, Tirado-Espín A. Proceedings of the International Conference on Computer Science, Electronics and Industrial Engineering (CSEI 2023). View
- Tupsounder A, Ambati R, Chavarkar A, Patwari R, Aylani A, Hajoary D. Electronic Governance with Emerging Technologies. View
- Ziani A, Adouane M, Delladj M, Brahimi F, Merouani H. Intelligent Systems and Pattern Recognition. View
- Dhabe P, Munde Y, Choudhary N, Sayyed M, Vidhale A, Zanwar N. Intelligent Systems. View
- Valdiviezo-Diaz P. Intelligent Systems and Applications. View
Conference Proceedings
- Omodunbi T, Alilu G, Ikono R. 2022 5th Information Technology for Education and Development (ITED). Drug Recommender Systems: A Review of State-of-the-Art Algorithms View
- D D, Dhiliphan Rajkumar T. 2023 7th International Conference on Computing Methodologies and Communication (ICCMC). Navigating the Healthcare Landscape with Recommendation Systems: A Survey of Current Applications and Potential Impact View
- Sood G, Raheja N. 2022 International Conference on Futuristic Technologies (INCOFT). Performance Comparison of Artificial Intelligence- Based Recommendation Systems based on Healthcare Dataset View
- N M S, Kumar K R P, B J S. 2023 7th International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC). Model-based Filtering Techniques for Recommendation Systems in Healthcare Domain View
- Vakili F, Vakili Z, Kargari M, Ghaffari M. 2023 9th International Conference on Web Research (ICWR). Drug Recommender System Based on Collaborative Filtering for Multiple Sclerosis Patients View
- Costandache M, Balint P, Barat N, Bîrzu C, Bodnariu D, Gabor O, Iftene A. 2023 International Conference on Innovations in Intelligent Systems and Applications (INISTA). TreatMedApp - Diagnosis and Treatment System View
- Mudassir S, M R. 2024 14th International Conference on Cloud Computing, Data Science & Engineering (Confluence). Enhancing Migraine Diagnosis and Classification with TabNet: A Data-Driven Approach View
- Niranjana K, Sankarshana P, Priyadharshini L, Subaash S, Jawahar S, Prabhakaran V. 2024 5th IEEE Global Conference for Advancement in Technology (GCAT). A Blockchain based Drug Supply Management and Recommendation System using Enhanced Learning Scheme View
- Dhabe P, Garje R, Ghodake S, Dhoot H, Ingle P, Shaikh I. 2024 International Conference on Communication, Computing and Energy Efficient Technologies (I3CEET). Medi-Compass: Symptom-Based Ayurvedic Medication Recommendation System View
- Kavitha K, Sivaraman M, Reddy Y, Amsaveni N, Umamaheswari M, Devi R. 2025 8th International Conference on Computing Methodologies and Communication (ICCMC). Cognitive AI for Precision Medicine: Integrative Drug Recommendation Through Intelligent Architectures View
