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ORCIDJournal of Healthcare Informatics Research, Volume 9
Volume 9, Number 1, March 2025
- Sadia Sultana Chowa
, Md. Rahad Islam Bhuiyan, Israt Jahan Payel, Asif Karim, Inam Ullah Khan, Sidratul Montaha, Md. Zahid Hasan, Mirjam Jonkman, Sami Azam:
A Low Complexity Efficient Deep Learning Model for Automated Retinal Disease Diagnosis. 1-40 - Konstantin Georgiev, Jacques D. Fleuriot, Petros Papapanagiotou, Joanne McPeake, Susan D. Shenkin, Atul Anand:
Comparing Care Pathways Between COVID-19 Pandemic Waves Using Electronic Health Records: A Process Mining Case Study. 41-66 - Josielli Comachio, Carlos Ivan Mesa-Castrillon, Paula R. Beckenkamp, Katharine Roberts, Emma Kwan-Yee Ho, Rowena Field, Rachel K. Nelligan, Manuela L. Ferreira, Kim L. Bennell, Christopher James Gordon, Paulo Ferreira:
"My Back Exercise App" - mHealth for Low Back Pain: Development and Usability Testing. 67-87 - Xiaowei Xu, Ruixuan Jiang, Si Zheng, Min Wang, Yi Ju, Jiao Li:
Classification of Chronic Dizziness Using Large Language Models. 88-102 - Matthew Pears, Karan Wadhwa, Stephen R. Payne, Vishwanath Hanchanale, Mamoun Hamid Elmamoun, Sunjay Jain, Stathis Th. Konstantinidis, Mark Rochester, Ruth Doherty, Kenneth Spearpoint, Oliver Ng, Lachlan Dick, Steven J. Yule, Chandra Shekhar Biyani:
Non-technical Skills for Urology Trainees: A Double-Blinded Study of ChatGPT4 AI Benchmarking Against Consultant Interaction. 103-118
Volume 9, Number 2, June 2025
- Yeawon Lee, Chia-Hsuan Chang, Christopher C. Yang:
Enhancing Patient-Physician Communication: Simulating African American Vernacular English in Medical Diagnostics with Large Language Models. 119-153 - Giulio De Sabbata, Giovanni Simonini:
Real-Time Forecasting from Wearable-Monitored Heart Rate Data Through Autoregressive Models. 154-173 - Xiao Lu, Hongli Xu, Wei Dong, Yi Xin, Jiang Zhu, Xingkang Lin, Yan Zhuang, Hebin Che, Qin Li, Kunlun He:
Dynamic Prediction and Intervention of Serum Sodium in Patients with Stroke Based on Attention Mechanism Model. 174-190 - Dinithi S. Vithanage, Chao Deng, Lei Wang, Mengyang Yin, Mohammad Alkhalaf, Zhenyu Zhang, Yunshu Zhu, Ping Yu:
Adapting Generative Large Language Models for Information Extraction from Unstructured Electronic Health Records in Residential Aged Care: A Comparative Analysis of Training Approaches. 191-219 - Fiona P. Tulinayo, Ana Ortega-Gil, Nerea González, Irati Erreguerena Redondo, Bárbara López Perea, Iñaki Saralegui, Beñat Zubeltzu, Ane Fullaondo, Dolores Verdoy, Esteban De Manuel Keenoy:
Understanding Complexities in Collaborative Management of Knowledge on Advance Care Planning for Multi-morbid Patients Within Personalized Integrated Care. 220-245
Volume 9, Number 3, September 2025
- Aleksandr Ometov, Anzhelika Mezina, Hsiao-Chun Lin, Otso Arponen, Radim Burget, Jari Nurmi:
Stress and Emotion Open Access Data: A Review on Datasets, Modalities, Methods, Challenges, and Future Research Perspectives. 247-279 - Lisa Adams, Felix Busch, Tianyu Han, Jean-Baptiste Excoffier, Matthieu Ortala, Alexander Löser, Hugo J. W. L. Aerts, Jakob Nikolas Kather, Daniel Truhn, Keno K. Bressem:
LongHealth: A Question Answering Benchmark with Long Clinical Documents. 280-296 - Ayman Anwar, Wuqi Li, Amanda S. Mahoney, Yassin Khalifa, James L. Coyle, Ervin Sejdic:
Novel Videographic-Free Framework for Tracking Anatomical Structures Using Swallowing Accelerometer Signals and Multi-task Transformers. 297-319 - Josh Jia-Ching Ying, Jia-Xuan Yu, Chang-Lun Huang, Yu-An Chen:
A Few-Shot Learning-Based Framework for Predicting Likelihood of In-patient's Mortality. 320-358 - Kerstin Denecke, Octavio Rivera Romero, Guido Giunti, Karin van Holten, Elia Gabarron:
Key Components of Participatory Design Workshops for Digital Health Solutions: Nominal Group Technique and Feasibility Study. 359-379 - William K. S. Ojemann, Kevin Xie, Kevin Liu, Ellie Chang, Dan Roth, Brian Litt, Colin A. Ellis:
Zero-Shot Extraction of Seizure Outcomes from Clinical Notes Using Generative Pretrained Transformers. 380-400 - Louis Fabrice Tshimanga, Andrea Zanola, Silvia Facchini, Antonio Luigi Bisogno, Lorenzo Pini, Manfredo Atzori, Maurizio Corbetta:
Behavioral Clusters and Lesion Distributions in Ischemic Stroke, Based on NIHSS Similarity Network. 401-436 - Kun-Yi Chen, Chi-Ren Shyu, Yuan-Yu Tsai, William Baskett, Chi-Yu Chang, Che-Yi Chou, Jeffrey J. P. Tsai, Zon-Yin Shae:
Effective Non-IID Degree Estimation for Robust Federated Learning in Healthcare Datasets. 437-464 - Vien Ngoc Dang, Víctor M. Campello, Jerónimo Hernández-González, Karim Lekadir:
Empirical Comparison of Post-processing Debiasing Methods for Machine Learning Classifiers in Healthcare. 465-493 - Xiao Luo, Le Zhou, Kathleen Adelgais, Zhan Zhang:
Assessing the Effectiveness of Automatic Speech Recognition Technology in Emergency Medicine Settings: a Comparative Study of Four AI-Powered Engines. 494-512
Volume 9, Number 4, December 2025
- Yiran Song, Mousumi Roy, Minghao Zhong, Liam Chen, Mingquan Lin, Rui Zhang:
Multimodal Data Fusion for Whole-Slide Histopathology Image Classification. 513-532 - Patrizia Vizza, Alessio Di Ponio, Giuseppe Timpano, Roberto Bruno Bossio, Giuseppe Tradigo, Giuseppe Pozzi, Pietro Hiram Guzzi, Pierangelo Veltri:
Through the Speech and Vocal Signals Hidden Secrets: An Explainable Methodology for Neurological Diseases Early Detection. 533-566 - Vera Sorin, Panagiotis Korfiatis, Jeremy D. Collins, Donald Apakama, Mahmud Omar, Benjamin S. Glicksberg, Mei-Ean Yeow, Megan Brandeland, Girish N. Nadkarni, Eyal Klang:
Socio-Demographic Modifiers Shape Large Language Models' Ethical Decisions. 567-586 - Ely Erez, Sedem Dankwa, McKenzie Tuttle, Afsheen Nasir, Prashanth Vallabhajosyula, Eric B. Schneider, Roland Assi, Ong Chin Siang:
Instruction-Tuned Large Language Models for Clinical Data Extraction: Creating an Aortic Measurement Database from CT Radiology Reports. 587-605 - Pedro Mateus, Swier Garst, Jing Yu, Davy Cats, Alexander G. J. Harms, Mahlet A. Birhanu, Marian Beekman, P. Eline Slagboom, Marcel J. T. Reinders, Jeroen van der Grond, Andre Dekker, Jacobus F. A. Jansen, Magdalena Beran, Miranda T. Schram, Pieter Jelle Visser, Justine E. F. Moonen, Mohsen Ghanbari, Gennady Roshchupkin, Dina Vojinovic, Iñigo Bermejo, Hailiang Mei, Esther E. Bron:
Multi-Cohort Federated Learning Shows Synergy in Mortality Prediction for MRI-Based and Metabolomics-Based Age Scores. 606-628 - A Hasitha Kuruwita, Shu-Kay Ng, Alan Wee-Chung Liew, Kelvin Ross, Brent Richards, Kuldeep Kumar, Luke J. Haseler, Ping Zhang:
A Hybrid Bidirectional Deep Learning Model Using HRV for Prediction of ICU Mortality Risk in TBI Patients. 629-655 - Huayu Li, Zhengxiao He, Xiwen Chen, Ci Zhang, Stuart F. Quan, William D. S. Killgore, Shu-Fen Wung, Chen X. Chen, Geng Yuan, Jin Lu, Ao Li:
Smarter Together: Combining Large Language Models and Small Models for Physiological Signals Visual Inspection. 656-685 - Hyoje Jung, Yunha Kim, Jiahn Seo, Heejung Choi, Minkyoung Kim, JiYe Han, Gaeun Kee, Soyoung Ko, Byeolhee Kim, Boeun Choi, Ah-Ram Kim, Jung-Min Ahn, Tae Joon Jun, Young-Hak Kim:
Clinical Assessment of Fine-Tuned Open-Source LLMs in Cardiology: From Progress Notes to Discharge Summary. 686-702 - Sirui Ding, Daochen Zha, Kai Zhang, Luyao Chen, Xiaoqian Jiang, Xia Hu, Na Zou:
FairAlloc: Learning Fair Organ Allocation Policy for Liver Transplant. 703-719 - Wang Li, Guangzeng Han, Yuexin Wu, I-Chan Huang, Xiaolei Huang:
Joint Imbalance Adaptation for Radiology Report Generation. 720-742
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