CorrectionPublished 12 October 2026Correction: Pathogen prevalence, feature composition and cross-centre generalisability of machine learning diagnostic models for multi-pathogen respiratory infectionFengmiao Hu · Xingyu Zhou · Lijun Zhou · Zhirui Li · Shuang Dong · Chongkun XiaoFrontiers in Public Healthdoi 10.3389/fpubh.2026.2015265
Original ResearchPublished 8 October 2026Identification of microglia-associated hub genes and a CX3CR1/P2RY12 two-gene diagnostic model for cross-subtype epilepsy-associated cortical malformations: integrated transcriptomic analysis with external validationHongliang Zeng · Bin LiFrontiers in Neurosciencedoi 10.3389/fnins.2026.1954412
Original ResearchPublished 30 September 2026Complement C4b and factor B in astrocyte-derived exosomes as novel biomarkers for amnestic mild cognitive impairmentYu Li · Menglu Zhang · Chao Ying · Chao Han · Qimeng Li · Yanning CaiFrontiers in Aging Neurosciencedoi 10.3389/fnagi.2026.1727449
Original ResearchPublished 23 September 2026Integrated bioinformatics and single-cell transcriptomics identify mitochondrial dysfunction-driven biomarkers for preeclampsia diagnosisLin Lin · Xiaowu Wang · Chengxiu Zhu · Kejun Ye · Dan Zhang · Ruohua Li · Mengjia PengFrontiers in Molecular Biosciencesdoi 10.3389/fmolb.2026.1922190
ReviewPublished 22 September 2026The impact of deep learning and omics data in transforming precision therapy for brain cancerSana Munquad · Anam Upadhyay · Asim Bikas DasFrontiers in Bioinformaticsdoi 10.3389/fbinf.2026.1811813
Original ResearchPublished 27 August 2026An adaptive visual diagnostic model for complex scenes based on unsupervised pseudo-label continuous learning and BiFPN-enhanced YOLOXingque Xu · Lifei Li · Shaoyan Jiang · Yongjian Li · Bei LiFrontiers in Neuroroboticsdoi 10.3389/fnbot.2026.1911412
ReviewPublished 14 August 2026From obesity to healthy longevity: a consensus-based clinical framework for diagnosis, staging, and treatmentSilvija Canecki-Varžić · Ines Bilić-Ćurčić · Maja Bakula · Tomislav Bulum · Maja Čavlović · Diana Delić-Brkljačić · Tamara Turk Wensveen · Daniela Fabris-Vitković · Dubravka Jurišić-Eržen · Sanja Klobučar · Kristina Kljajić · Mladen Krnić · Blaženka Miškić · Nataša Moser · Božidar Novoselović · Ivan Pećin · Tina Tičinović-Kurir · Jelena Vučak-Lončar · Marina Gradišer · Maja Cigrovski Berković · Gorana Mirošević · Kristina Selthofer-Relatić · Miro BakulaFrontiers in Agingdoi 10.3389/fragi.2026.1834323
Original ResearchPublished 11 August 2026The value of serum exosomal miRNA signature profiles for the early diagnosis of feline infectious peritonitisHongxia Gu · Huisheng WuExperimental Biology and Medicinedoi 10.3389/ebm.2026.10915
Original ResearchPublished 12 November 2025A high-precision fault diagnosis method for photovoltaic arrays considering the effect of missing dataDi Liu · Xiaojuan Zhu · Changyu DuFrontiers in Electronicsdoi 10.3389/felec.2025.1656864