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NPJ Digital Medicine|February 6, 2026
xGNN4MI: explainability of graph neural networks in 12-lead electrocardiography for cardiovascular disease classificationMiriam Cindy Maurer, Philip Hempel, Kristin Elisabeth Steinhaus, et al.NPJ Digital Medicine|February 6, 2026
Wearable EEG devices in the detection of mild cognitive impairment: a systematic reviewChanchan He, Xiru Yu, Yuhe Zhang, et al.NPJ Digital Medicine|January 26, 2026
Algorithmic antibiotic decision-making in urinary tract infection using prescriber-informed prediction of treatment utilityAlex Howard, Peter L Green, Yinzheng Zhong, et al.NPJ Digital Medicine|January 31, 2026
Towards a speech-based digital biomarker for cognitive impairment: speech as a proxy for cognitive assessmentJonathan Heitz, Ines M Engler, Nicolas LangerNPJ Digital Medicine|January 23, 2026
HMC-transducer: hierarchical mamba-CNN transducer for robust liver tumor segmentationJiyun Zhu, Chao Xu, Chang Lei, et al.NPJ Digital Medicine|January 24, 2026
Deep learning for malignancy and tumor origin prediction using cytology or histopathology whole slide imagesChing-Wei Wang, Tzu-Chiao Chu, Tzu-Kang Wu, et al.NPJ Digital Medicine|January 31, 2026
Ten-year population-based assessment of multimorbidity burden progression in a regional cohort of 5.5 million adultsDamià Valero-Bover, David Monterde, Gerard Carot-Sans, et al.NPJ Digital Medicine|January 31, 2026
CFG-MambaNet: Contextual and Frequency-Guided Mamba Network for medical image segmentationGuoqiang Ren, Zhen Chen, Pengxiang Su, et al.NPJ Digital Medicine|January 22, 2026
Large language models improve transferability of electronic health record-based predictions across countries and coding systemsMatthias Kirchler, Matteo Ferro, Veronica Lorenzini, et al.NPJ Digital Medicine|January 29, 2026
Machine learning models for drug-drug interaction prediction from computational discovery to clinical applicationYuqing Lu, Jing Chen, Nini Fan, et al.Pageof 270