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 2026Explainable fine-grained feature enhancement framework for strawberry diagnostic decision makingHye-Young Wang · Seoung-Ho ChoiFrontiers in Plant Sciencedoi 10.3389/fpls.2026.1941698
Systematic ReviewPublished 2 October 2026Beyond the black box in healthcare operations: a structured literature review and governance framework for explainable AI in clinical process intelligence systemsAlbert Adusei Brobbey · Narayan Bhosale · James AckomFrontiers in Artificial Intelligencedoi 10.3389/frai.2026.1864565
Systematic ReviewPublished 2 October 2026Artificial intelligence, explainable deep learning, and generative models for osteoporosis and bone disease prediction: a systematic review and future research roadmapM. Raja · Avulapalli Jayaram ReddyFrontiers in Artificial Intelligencedoi 10.3389/frai.2026.1930437
ReviewPublished 2 October 2026Intelligent defense at the edge: a comprehensive survey of federated learning, TinyML and explainable AI for intrusion detection in IoT and IIoT ecosystemsS. Sarath Kumar · M. Asha JerlinFrontiers in Artificial Intelligencedoi 10.3389/frai.2026.1900815
Original ResearchPublished 27 August 2026Interpretable AI for neural signal decoding in dementia: an EEG ensemble approach to differential diagnosisFawad Muhammad · Irfan Ahmed Usmani · Muhammad Aamir · Mai Alduailij · Mehrez Marzougui · Rab NawazFrontiers in Neuroinformaticsdoi 10.3389/fninf.2026.1902549
Original ResearchPublished 12 August 2026InfoMedex: drug-drug interaction prediction via a multimodal CNN-transformer modelAndrew Disharoon · Shifi Pasupuleti · Clark Thurston · Matt Fiore · Sadie McKenzie · Alysia Smith · Aaron J. MasinoFrontiers in Drug Safety and Regulationdoi 10.3389/fdsfr.2026.1841035
Original ResearchPublished 12 August 2026Enhancing IoT botnet detection with explainable ensemble learningLinda Joseph · Sambath M. · Vivekanandan M.Frontiers in Big Datadoi 10.3389/fdata.2026.1811967
ReviewPublished 7 August 2026Artificial intelligence in aquaculture: human-centered innovation, ethical governance, and data foundations for sustainable blue growthJaynos R. CortesFrontiers in Aquaculturedoi 10.3389/faquc.2026.1907758
PerspectivePublished 10 June 2026From prediction to practice: artificial intelligence as an enabling layer in liver transplant care – reflections on ILTS 2025Ali Zarrinpar · Avery F. OrinionFrontiers in Transplantationdoi 10.3389/frtra.2026.1879684
