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Original ResearchPublished 9 September 2026An explainable digital twin framework for structural health monitoring: decision-level fusion of vibration and image diagnostics using SHAP and Grad-CAMV. Kastro Kiran · Ranjitha B. Tangadagi · M. ManjunathaFrontiers in Built Environmentdoi 10.3389/fbuil.2026.1954260
Original ResearchPublished 1 September 2026Explainable deep learning with novel marine domain metrics for oil spill detectionTokula I. Umaha · Felix Ale · Ikpaya D. Ikpaya · John A. Momoh · Steve A. Adeshina · Humbulani Simon Phuluwa · Ilesanmi A. DaniyanFrontiers in Mechanical Engineeringdoi 10.3389/fmech.2026.1919085
Original ResearchPublished 9 July 2026An attention-based transfer learning framework for breast cancer classification in mammography under limited data conditionsNiketa Banyal · Aman KumarFrontiers in Medical Technologydoi 10.3389/fmedt.2026.1842859
Original ResearchPublished 15 June 2026A quantitative framework for explainability assessment in medical imagingRaimondo Fanale · Roberto Caldelli · Barbara Martini · Filippo SciarroneFrontiers in Imagingdoi 10.3389/fimag.2026.1846414
Original ResearchPublished 23 April 2026Interpretable vision mamba for SAR images classificationKaiming Zou · Ningbo He · Leijun Yao · Jialin Li · Yongfeng WangFrontiers in Neuroroboticsdoi 10.3389/fnbot.2026.1753927
