Healthcare Informatics Research

Deep Learning-Based Death Prediction Model for Chronic Kidney Disease: Hyeji Kim, Hyekyung Woo; Healthc Inform Res. 2025;31(4):396-404. Published online October 31, 2025; DOI: https://doi.org/10.4258/hir.2025.31.4.396; Full text PubReader ePub PDF Supplementary Material

Identifying Patterns of Depression Comorbidities Using Association Rule Learning: Insights from Maryland Medicaid Data: Fei Han, Christine Gill, Elizabeth Blake, Ian Stockwell; Healthc Inform Res. 2025;31(4):388-395. Published online October 31, 2025; DOI: https://doi.org/10.4258/hir.2025.31.4.388; Full text PubReader ePub PDF Supplementary Material

Integrating Large-Scale Data Analytics for Cardiovascular Disease Prediction: A Scoping Review: Salam Bani Hani, Muayyad M. Ahmad; Healthc Inform Res. 2025;31(4):331-346. Published online October 31, 2025; DOI: https://doi.org/10.4258/hir.2025.31.4.331
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Machine Learning-Based Age Prediction with Feature Subset Selection from Magnetic Resonance Angiography Data: Hoon-Seok Yoon, Yoon-Chul Kim; Healthc Inform Res. 2025;31(3):284-294. Published online July 31, 2025; DOI: https://doi.org/10.4258/hir.2025.31.3.284; Full text PubReader ePub PDF

Advancements in Parkinson’s Disease Prediction Using Machine Learning: A Neurological Perspective: Aravalli Sainath Chaithanya, Nadipudi Kiran Kumar, Gugulothu Venkatesh Prasad, Bejawada Keerthana; Healthc Inform Res. 2025;31(3):274-283. Published online July 31, 2025; DOI: https://doi.org/10.4258/hir.2025.31.3.274; Full text PubReader ePub PDF

Public Perceptions and Barriers to Tuberculosis Treatment in Korea: A Large Language Model-Based Analysis of Naver Knowledge-iN Data from 2002 to 2024: Hyewon Park, Siho Kim, Gaeun Kim, Seunghyeok Chang, Jae-Gook Shin, Sangzin Ahn; Healthc Inform Res. 2025;31(3):263-273. Published online July 31, 2025; DOI: https://doi.org/10.4258/hir.2025.31.3.263; Full text PubReader ePub PDF Supplementary Material

Developing an Explainable Artificial Intelligence System for the Mobile-Based Diagnosis of Febrile Diseases Using Random Forest, LIME, and GPT: Kingsley F. Attai, Constance Amannah, Moses Ekpenyong, Daniel E. Asuquo, Oryina K. Akputu, Okure U. Obot, Peterben C. Ajuga, Jeremiah C. Obi, Omosivie Maduka, Christie Akwaowo, Faith-Michael Uzoka; Healthc Inform Res. 2025;31(2):125-135. Published online April 30, 2025; DOI: https://doi.org/10.4258/hir.2025.31.2.125
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Data Mining to Identify the Right Interventions for the Right Patient for Heart Failure: A Real-World Study: Keni Lee, Ramzi Argoubi, Halley Costantino; Healthc Inform Res. 2025;31(1):66-87. Published online January 31, 2025; DOI: https://doi.org/10.4258/hir.2025.31.1.66; Full text PubReader ePub PDF Supplementary Material

Deep Learning Model-Based Detection of Anemia from Conjunctiva Images: Najmus Sehar, Nirmala Krishnamoorthi, C. Vinoth Kumar; Healthc Inform Res. 2025;31(1):57-65. Published online January 31, 2025; DOI: https://doi.org/10.4258/hir.2025.31.1.57
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Feature Selection for Hypertension Risk Prediction Using XGBoost on Single Nucleotide Polymorphism Data: Lailil Muflikhah, Tirana Noor Fatyanosa, Nashi Widodo, Rizal Setya Perdana, Solimun , Hana Ratnawati; Healthc Inform Res. 2025;31(1):16-22. Published online January 31, 2025; DOI: https://doi.org/10.4258/hir.2025.31.1.16
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Mapping Drug Terms via Integration of a Retrieval-Augmented Generation Algorithm with a Large Language Model: Eizen Kimura, Yukinobu Kawakami, Shingo Inoue, Ai Okajima; Healthc Inform Res. 2024;30(4):355-363. Published online October 31, 2024; DOI: https://doi.org/10.4258/hir.2024.30.4.355
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Predicting the Risk of Severity and Readmission in Patients with Heart Failure in Indonesia: A Machine Learning Approach: Finna E. Indriany, Kemal N. Siregar, Budhi Setianto Purwowiyoto, Bambang Budi Siswanto, Indrajani Sutedja, Hendy R. Wijaya; Healthc Inform Res. 2024;30(3):253-265. Published online July 31, 2024; DOI: https://doi.org/10.4258/hir.2024.30.3.253
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Genetic Algorithm-based Convolutional Neural Network Feature Engineering for Optimizing Coronary Heart Disease Prediction Performance: Erwin Yudi Hidayat, Yani Parti Astuti, Ika Novita Dewi, Abu Salam, Moch. Arief Soeleman, Zainal Arifin Hasibuan, Ahmed Sabeeh Yousif; Healthc Inform Res. 2024;30(3):234-243. Published online July 31, 2024; DOI: https://doi.org/10.4258/hir.2024.30.3.234
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Prediction of Diabetes Using Data Mining and Machine Learning Algorithms: A Cross-Sectional Study: Hassan Shojaee-Mend, Farnia Velayati, Batool Tayefi, Ebrahim Babaee; Healthc Inform Res. 2024;30(1):73-82. Published online January 31, 2024; DOI: https://doi.org/10.4258/hir.2024.30.1.73
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Prediction of Cervical Cancer Patients’ Survival Period with Machine Learning Techniques: Intorn Chanudom, Ekkasit Tharavichitkul, Wimalin Laosiritaworn; Healthc Inform Res. 2024;30(1):60-72. Published online January 31, 2024; DOI: https://doi.org/10.4258/hir.2024.30.1.60
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