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
Original ResearchPublished 9 October 2026TCNNISTD: a parallel transformer–CNN network for infrared small target detectionKaiheng Dai · Qiong Song · Qian Li · Chen Cheng · Yining HuangFrontiers in Computer Sciencedoi 10.3389/fcomp.2026.1895843
Original ResearchPublished 9 October 2026CyberShield analytics: SHAP-guided stacking ensembles for organizational risk resilienceSadiya Chowdhury · Abdullah Al ImtihanFrontiers in Artificial Intelligencedoi 10.3389/frai.2026.1878587
Original ResearchPublished 9 October 2026Machine learning-based modeling of soil respiration components across four forest types in a subtropical mountainous forest with implications for modeling strategies and hydrothermal controlsNan Deng · Yaqin Xiao · Fengfeng Ma · Yuxin TianFrontiers in Forests and Global Changedoi 10.3389/ffgc.2026.1972229
Original ResearchPublished 9 October 2026Feature-engineered physics-conditioned DNN with validation-selected ridge residual correction for pore water pressure prediction in claysChunyan Shang · Peng Cui · Liangjun Xu · Junbin Guan · Kun TanFrontiers in Earth Sciencedoi 10.3389/feart.2026.1909598
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
Systematic ReviewPublished 5 October 2026Big data analytics and sentiment analysis for health misinformation detection: a systematic literature review of influencing factors, implementation challenges and a data-driven adoption frameworkKhurram Shahzad · Asfa Muhammed Din Javeed · Shakil Ahmad · Mujahid Latif · Kashaf SaleemFrontiers in Big Datadoi 10.3389/fdata.2026.1948398
Original ResearchPublished 29 September 2026Machine-learning-based prediction of pipe-sticking events in petroleum drilling operations using domain-informed features and class-balanced ensemblesR. Harishwaran · Aslam Abdullah M.Frontiers in Built Environmentdoi 10.3389/fbuil.2026.1913509
Original ResearchPublished 10 September 2026IOTTRUST: graph-based anomaly detection for IoT intrusion using network flow topology and community structure analysis on UNSW-NB15Nachaat Mohamed · Hamed TaherdoostFrontiers in Big Datadoi 10.3389/fdata.2026.1885965
Original ResearchPublished 28 August 2026From foundational models to interpretability: a comparative study of embeddings and feature engineering for smallholder irrigation detection in Sub-Saharan AfricaHasan Siddiqui · Christopher Small · Vijay ModiFrontiers in Remote Sensingdoi 10.3389/frsen.2026.1895172
Original ResearchPublished 12 August 2026Explicit encoding of temporal dynamics for interpretable melody similarity modeling: insight into machine learning modelsYilin ZhangFrontiers in Computational Neurosciencedoi 10.3389/fncom.2026.1773922
Original ResearchPublished 7 August 2026Spectral analysis and AI/ML-based data-driven approaches for enhanced protein conformation selection and prediction in drug discoveryShivangi Gupta · Vineetha Menon · Jerome BaudryFrontiers in Drug Discoverydoi 10.3389/fddsv.2026.1805731
Original ResearchPublished 22 July 2026A cost-sensitive random forest framework for ARP spoofing detection in Internet of Medical Things networksSiddhartha Singhal · Kakelli Anil KumarFrontiers in Big Datadoi 10.3389/fdata.2026.1878242
ReviewPublished 10 July 2026A dataset-centric review of IoT and IIoT intrusion detection: realism, evaluation biases, and future research directionsDwarsala Sreedhar Reddy · Kakelli Anil KumarFrontiers in Big Datadoi 10.3389/fdata.2026.1878260
PerspectivePublished 5 June 2026Predictive modeling for cervical cancer: existing AI approaches and the emerging role of vaginal microbiomeMichelle Gomes · Zonglun Li · Adeola Olaitan · Aleksandra Gentry-MaharajFrontiers in Network Physiologydoi 10.3389/fnetp.2026.1799486
Control EngineeringPublished 8 April 2022Resilient Biomedical Systems Design Under Noise Using Logic-Based Machine LearningTousif Rahman · Rishad Shafik · Ole-Christoffer Granmo · Alex YakovlevFrontiers in Control Engineeringdoi 10.3389/fcteg.2021.778118
