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International Journal of Medical Informatics, Volume 219
Volume 219, 2026
- Xiawei Li

, Fuli Yan, Yinghua Wu, Yu Zhou, Luna He, Jing Gao:
Functional near-infrared spectroscopy-based machine learning techniques for autism spectrum disorder diagnosis: a systematic review and meta-analysis. 106526 - Barbara Lima, Joana Guimaraes, Carla Sílvia Fernandes, Marta Campos Ferreira

:
Technological solutions for multiple sclerosis: a scoping review. 106537 - Federico Cabitza

, Giuseppe Jurman, Filippo Molinari, Riccardo Bellazzi:
Why almost all ML models for medicine are wrong-and what we need for evidence-based medical AI. 106538 - Mingyang Zhao, Qianyu Zhou

, Qiang Zhang, Lianke Wang, Panpan Wang
, Ying Qin, Jiajun Chen, Mengting Liu, Tong Wanyan, Changqing Sun
:
Development and external validation of an interpretable machine learning model for early prediction of stroke-associated pneumonia: a multicenter study. 106543 - Ana Serrano García

, David López, Eric Macias-Fassio
, Santiago Salas-Sosa, Iván Pascual
, Cristina Pruenza
, Marcio Borges-Sa
, Andrés Giglio, Jaime Cruz-Rojo, Rodrigo Pacheco-Puig
:
From development to clinical practice: deployment of an interoperable and secure ML-based CDSS to aid in the early detection of sepsis. 106545 - Pouyan Esmaeilzadeh

:
Embedding LLMs in the patient portal to summarize acute minor illness information: a three-arm experimental study. 106547 - Vanessa Pereira Corrêa Rampinelli, Ranieri Alves dos Santos, Ianka Cristina Celuppi, Gabriel Norde Santos, Jades Fernando Hammes, Célio Luiz Cunha, Raul Sidnei Wazlawick, Eduardo Monguilhott Dalmarco

:
Fast healthcare interoperability resources (FHIR) implementation guide creation process: scoping review. 106548 - Chaiquan Li, Qingyu Meng, Sue Wells, Sebastiano Barbieri, Rod Jackson, Katrina K. Poppe:

Current progress and obstacles for automated classification of causes of death based on death certificates: A systematic review. 106549 - Alexander Sheppert

, Christine Shen
, Erik Geissal, Craig Riley, Sylvia Riley:
Large language models exhibit greater diagnostic anchoring than physicians in a forced-choice vignette study. 106550 - Martin A. Gorosito

, Anis Yazidi, Åsmund Hermansen
, Bjørnar Berg
, Britt Elin Øiestad
, Margreth Grotle, Kåre Rønn Richardsen
, Hårek Haugerud:
Exploring risk factors for long-term sickness absence during emerging adulthood: Continuous and discrete time models using Young-HUNT data on psychological distress and chronic pain. 106551 - Audrey Dintilhac

, Laura Lohan
, Marion Laureau, Damien Perier, Philippe Cestac, Blandine Juillard-Condat
, Cyril Breuker:
From bedside observations to clinical decision support system (CDSS) rules: using real-world adverse drug events (ADEs) data to identify high-risk iatrogenic situations. 106552 - Eduardo Gonzalez Villarreal, Young-Rock Hong, Andrew Breithaupt

, Sia Kripalani, Andrew Kiselica
, Ambar Kulshreshtha:
Telehealth utilization among adults with cognitive difficulty: Evidence from the National Health Interview Survey, 2020-2023. 106556 - Wenyong Wang

, Mahnaz Samadbeik, Gaurav Puri
, Donald S. A. McLeod, Elton H. Lobo, Tuan Duong
, Titus Kirwa
, Clair Sullivan
:
Patient experience in an EMR-enabled outpatient clinic: a cross-sectional convergent mixed-methods study. 106559

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