Original ResearchPublished 9 October 2026Cross-continental generalizability of EHR foundation model: predicting length of stay in an Italian hospital using US-trained embeddingsGiovanna Nicora · Francesca Negri · Valentina Tibollo · Alberto Malovini · Arianna Dagliati · Lucia Sacchi · Federico Sottotetti · Paola Baiardi · Riccardo BellazziFrontiers in Digital Healthdoi 10.3389/fdgth.2026.1956993
ReviewPublished 8 October 2026Transformer models in cardiovascular medicine: current applications, translational challenges, and future directionsYang Yan · Gaoxiang Li · Taiwei Chen · Jinchuan Yan · Chen Wang · Ancai Yuan · Jiawen Zhang · Jun PuFrontiers in Artificial Intelligencedoi 10.3389/frai.2026.1962796
Original ResearchPublished 7 October 2026A hybrid deep learning framework combining CTGAN and transformers for personalized injury mitigation in elite sportsTiemin Teng · Lei ZhangFrontiers in Physiologydoi 10.3389/fphys.2026.1923556
Original ResearchPublished 5 October 2026Spatial attention–driven hybrid Vision Transformers for automated classification of crown-of-thorns starfish in coral reef ecosystemsYogasrinithi P. · Manikandan P. · Vasugi K.Frontiers in Marine Sciencedoi 10.3389/fmars.2026.1848601
Original ResearchPublished 9 September 2026A comparative study of DistilBERT and Perceiver for deceptive review detection in hospitality review dataIoana Ximena Remeş · Felicia Mirabela Costea · Cornelia Aurora GyorödiFrontiers in Big Datadoi 10.3389/fdata.2026.1918383
Original ResearchPublished 28 August 2026Study of deep learning cues for cross linguistic part of speech tagging in English– Malayalam code-mixed dataParvathy Padmakumar · Shreya S. Nair · A. K. Prajisha · S. TharaFrontiers in Big Datadoi 10.3389/fdata.2026.1888885
