Healthcare Informatics Research

Machine Learning–Based Classification of Active and Latent Phases of Inherited Retinal Dystrophies Using Synthetic Proteomic Data: A Pathway-Based Application Exercise: Alessandro Macchia, Maria Chiara Medori, Ahmad Jainul Abidin, Gabriele Bonetti, Kristjana Dhuli, Luca Ferrari, Sara Feizyab, Jan Miertuš, Benedetto Falsini, Giorgio Placidi, Pietro Chiurazzi, Ornela Gordani, Xhilda Dhamo, Eglantina Kalluci, Dominika Vešelényiová, Stanislav Miertuš, Iveta Dirgová Luptáková, Jiří Pospíchal, Matteo Gregorini, Matteo Bertelli; Healthc Inform Res. 2026;32(3):285-292. Published online July 31, 2026; DOI: https://doi.org/10.4258/hir.2026.32.3.285; PDF

Application of Machine Learning Algorithms for Predicting Infant Mortality in India: An Analysis of the National Family Health Survey-5, 2019–2021: Jaya Prasad Tripathy; Healthc Inform Res. 2026;32(3):232-241. Published online July 31, 2026; DOI: https://doi.org/10.4258/hir.2026.32.3.232; PDF

Weightage Identified Network of Keywords Technique: A Structured Approach in Identifying Keywords for Systematic Reviews: Sasidharan Sivakumar, Gowardhan Sivakumar; Healthc Inform Res. 2025;31(1):48-56. Published online January 31, 2025; DOI: https://doi.org/10.4258/hir.2025.31.1.48
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Development and Verification of Time-Series Deep Learning for Drug-Induced Liver Injury Detection in Patients Taking Angiotensin II Receptor Blockers: A Multicenter Distributed Research Network Approach: Suncheol Heo, Jae Yong Yu, Eun Ae Kang, Hyunah Shin, Kyeongmin Ryu, Chungsoo Kim, Yebin Chegal, Hyojung Jung, Suehyun Lee, Rae Woong Park, Kwangsoo Kim, Yul Hwangbo, Jae-Hyun Lee, Yu Rang Park; Healthc Inform Res. 2023;29(3):246-255. Published online July 31, 2023; DOI: https://doi.org/10.4258/hir.2023.29.3.246
Correction in: Healthc Inform Res 2024;30(2):168
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Dorsal Hand Vein Pattern Recognition: A Comparison between Manual and Automatic Segmentation Methods: Waheed Ali Laghari, Audrey Huong, Kim Gaik Tay, Chang Choon Chew; Healthc Inform Res. 2023;29(2):152-160. Published online April 30, 2023; DOI: https://doi.org/10.4258/hir.2023.29.2.152
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Design of a Machine Learning System to Predict the Thickness of a Melanoma Lesion in a Non-Invasive Way from Dermoscopic Images: Ádám Szijártó, Ellák Somfai, András Lőrincz; Healthc Inform Res. 2023;29(2):112-119. Published online April 30, 2023; DOI: https://doi.org/10.4258/hir.2023.29.2.112
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Application of a Multi-Layer Perceptron in Preoperative Screening for Orthognathic Surgery: Natkritta Chaiprasittikul, Bhornsawan Thanathornwong, Suchaya Pornprasertsuk-Damrongsri, Somchart Raocharernporn, Somporn Maponthong, Somchai Manopatanakul; Healthc Inform Res. 2023;29(1):16-22. Published online January 31, 2023; DOI: https://doi.org/10.4258/hir.2023.29.1.16
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Effectiveness of the Use of Standardized Vocabularies on Epilepsy Patient Cohort Generation: Hyesil Jung, Ho-Young Lee, Sooyoung Yoo, Hee Hwang, Hyunyoung Baek; Healthc Inform Res. 2022;28(3):240-246. Published online July 31, 2022; DOI: https://doi.org/10.4258/hir.2022.28.3.240
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Texture, Morphology, and Statistical Analysis to Differentiate Primary Brain Tumors on Two-Dimensional Magnetic Resonance Imaging Scans Using Artificial Intelligence Techniques: Subrata Bhattacharjee, Deekshitha Prakash, Cho-Hee Kim, Hee-Cheol Kim, Heung-Kook Choi; Healthc Inform Res. 2022;28(1):46-57. Published online January 31, 2022; DOI: https://doi.org/10.4258/hir.2022.28.1.46
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Predicting Hospital Readmission in Heart Failure Patients in Iran: A Comparison of Various Machine Learning Methods: Roya Najafi-Vosough, Javad Faradmal, Seyed Kianoosh Hosseini, Abbas Moghimbeigi, Hossein Mahjub; Healthc Inform Res. 2021;27(4):307-314. Published online October 31, 2021; DOI: https://doi.org/10.4258/hir.2021.27.4.307
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Automatic Pectoral Muscle Removal and Microcalcification Localization in Digital Mammograms: Kevin Alejandro Hernández Gómez, Julian D. Echeverry-Correa, Álvaro Ángel Orozco Gutiérrez; Healthc Inform Res. 2021;27(3):222-230. Published online July 31, 2021; DOI: https://doi.org/10.4258/hir.2021.27.3.222
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Effectiveness of Transfer Learning for Deep Learning-Based Electrocardiogram Analysis: Jong-Hwan Jang, Tae Young Kim, Dukyong Yoon; Healthc Inform Res. 2021;27(1):19-28. Published online January 31, 2021; DOI: https://doi.org/10.4258/hir.2021.27.1.19
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Analysis of Smartphone Recordings in Time, Frequency, and Cepstral Domains to Classify Parkinson’s Disease: Ilias Tougui, Abdelilah Jilbab, Jamal El Mhamdi; Healthc Inform Res. 2020;26(4):274-283. Published online October 31, 2020; DOI: https://doi.org/10.4258/hir.2020.26.4.274
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Web-Based Spine Segmentation Using Deep Learning in Computed Tomography Images: Young Jae Kim, Bilegt Ganbold, Kwang Gi Kim; Healthc Inform Res. 2020;26(1):61-67. Published online January 31, 2020; DOI: https://doi.org/10.4258/hir.2020.26.1.61
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Stacking Ensemble Technique for Classifying Breast Cancer: Hyunjin Kwon, Jinhyeok Park, Youngho Lee; Healthc Inform Res. 2019;25(4):283-288. Published online October 31, 2019; DOI: https://doi.org/10.4258/hir.2019.25.4.283
Web of Science 53 Crossref 54; Full text PubReader PDF

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