PerspectivePublished 9 October 2026The hidden value of uncertainty in medical segmentationSophie Fischer · Irina VoiculescuFrontiers in Imagingdoi 10.3389/fimag.2026.1965816
Technology and CodePublished 25 September 2026singIST: an R/bioconductor library and quarto dashboard for automated single-cell comparative transcriptomics analysis of disease models and humansAitor Moruno-Cuenca · Sergio Picart-Armada · Alexandre Perera-Lluna · Francesc Fernández-AlbertFrontiers in Geneticsdoi 10.3389/fgene.2026.1952333
Original ResearchPublished 23 September 2026Beyond segmentation accuracy: understanding model reliability and failure modes in ultrasound image analysisAgathe Bricout · David Hardman · Scott Inglis · Stephen Pye · Carmel M. MoranFrontiers in Medical Technologydoi 10.3389/fmedt.2026.1918432
Original ResearchPublished 9 September 2026Revisiting ENSO teleconnections in the boreal winterCarolyn Emerson · Vasubandhu Misra · C. B. JayasankarFrontiers in Climatedoi 10.3389/fclim.2026.1830449
Original ResearchPublished 1 September 2026A robust multi-criteria and rank-stability framework for station-scale evaluation and ranking of CMIP6 GCM precipitation over the Jhelum River BasinMuzamil Hassan Lone · Amit B. Mahindrakar · Kumar K.Frontiers in Climatedoi 10.3389/fclim.2026.1880364
Original ResearchPublished 28 August 2026A lightweight deep learning framework for early fire and smoke detection in forest fire monitoringJie Hu · Zishuai Jia · Jiaxin Feng · Yian Ding · Shujie Wang · Shuai Zhang · Juan LiuFrontiers in Forests and Global Changedoi 10.3389/ffgc.2026.1919686
Systematic ReviewPublished 12 August 2026Animal models of allergic rhinitis: current progress and advances in traditional Chinese medicine syndrome modelsChuwen Yang · Shu Shuen Yee · Haifeng Feng · Jun ZhaoFrontiers in Allergydoi 10.3389/falgy.2026.1894329
Original ResearchPublished 7 July 2026Cross-model evaluation of phishing detectors against LLM-generated emailsRommel Gutierrez · William Villegas-Ch · Jaime GoveaFrontiers in Big Datadoi 10.3389/fdata.2026.1883452
MethodsPublished 15 April 2026BrainInsights: a comprehensive framework for pre-processing, analysis, and interpretation of neuroimaging data using traditional statistics and machine learningMageshwar Selvakumar · Andrea Mendez Torrijos · Laura Cristina Konerth · Stefanie Horndasch · Raja Atreya · Arnd Doerfler · Georg Schett · Juergen Rech · Andreas HessFrontiers in Neuroinformaticsdoi 10.3389/fninf.2026.1760583
