- MK Michael Cheung, Zhongqi Yang, Xinwei Zhai, Eugene Yujun Fu, Grace Ngai, Hong Va Leong, Lily Chan, Bei Du, Ruihua Wei, Chi-Wai Do. Refractive error detection in smartphone images via convolutional neural network. I. J. Medical Informatics, 205:106083, 2026.
- Zhihong Zhang, Mohamad Javad Momeni Nezhad, Seyed Mohammad Bagher Hosseini, Ali Zolnour, Zahra Zonour, Seyedeh Mahdis Hosseini, Maxim Topaz, Maryam Zolnoori. Advancing healthcare with large language models: A scoping review of applications and future directions. I. J. Medical Informatics, 208:106231, 2026.
- Hanna von Gerich, Mikael Helenius, Iiris Hörhammer, Hans Moen, Laura-Maria Peltonen. Scoping review on the economic aspects of machine learning applications in healthcare. I. J. Medical Informatics, 205:106103, 2026.
- Kameel Khabaz, Zaid Parekh, Shayan Saeed, Mark Krakauer, Megan R. Silas, Asim V. Farooq, Hassan Shah. Incorporating information retrieval into AI chatbots for patient education on thyroid eye disease. I. J. Medical Informatics, 207:106213, 2026.
- Wenhao Han, Xinyu Yang, Xin Li, Jiacheng Wang, Juan Liu, Wei Pang. Machine learning-based diagnosis of autism spectrum disorder in children and adolescents using eye-tracking data: a systematic review and meta-analysis. I. J. Medical Informatics, 208:106235, 2026.
- Mingxia Zhu, Xinlu Wang, Lei Mei. Implementation of digital health interventions in thyroid cancer care: A scoping review. I. J. Medical Informatics, 207:106221, 2026.
- Ziyi Chen, Yiyang Liu, Mattia Prosperi, Krishna Vaddiparti, Robert L. Cook 0002, Jiang Bian 0001, Yi Guo 0005, Yonghui Wu 0001. A topic modeling analysis of stigma dimensions, social, and related behavioral circumstances in clinical notes among patients with HIV. I. J. Medical Informatics, 209:106269, 2026.
- David B. Olawade, Sandra Chinaza Fidelis, Sheila Marinze, Eghosasere Egbon, Ayodele Osunmakinde, Augustus Osborne. Artificial intelligence in clinical trials: A comprehensive review of opportunities, challenges, and future directions. I. J. Medical Informatics, 206:106141, 2026.
- Mohammad-Ali Abuzuhri, Shahenaz Najjar, Mohammed Awad, Ricardo Cruz-Correia, Hiba Falna, Emine Aktas, Basem Mohammed Abu Al Rob, Miguel Oliveira, Ibrahim Mughnamin, Sara Novo Esteves, Yousef Awlad Mohammad, Pedro Vieira-Marques. Machine learning in colorectal cancer prediction and diagnosis: a systematic review of models' performance. I. J. Medical Informatics, 206:106170, 2026.
- Emiko Y. Shinohara, Yoshimasa Kawazoe. Efficient medical NER with limited data: Enhancing LLM performance through annotation guidelines. I. J. Medical Informatics, 208:106230, 2026.