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A Unified Uncertainty-Aware Multi-Task Framework for Robust Remaining Useful Life Prediction Under Distribution Shift
Article
Article
A Unified Uncertainty-Aware Multi-Task Framework for Robust Remaining Useful Life Prediction Under Distribution Shift
Khaled Mohammad Alomari · IEEE · 2026 · ISSN 2169-3536
Reliable prognostics in predictive maintenance requires not only accurate remaining useful life (RUL) estimation but also robustness under distribution shift and support for decision-making under uncertainty. However, mo...
LCC LCC:Electrical engineering. Electronics. Nuclear engineeringIdioma English
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Deep learning based constraint aware design exploration of triply periodic minimal surface bone scaffolds
Article
Article
Deep learning based constraint aware design exploration of triply periodic minimal surface bone scaffolds
Innocent Bwengye et al · Springer · 2026 · ISSN 2731-6564
Abstract Bone tissue engineering scaffolds must provide structural support while permitting fluid transport and maintaining safe hydrodynamic conditions for cell activity. Triply Periodic Minimal Surface (TPMS) architect...
LCC TENDOk1lY2hhbmljYWwgZW5naW5lZXJpbmcgYW5kIG1hY2hpbmVyeQ~~Idioma English
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Joint synthesis of longitudinal MRI and enhanced prediction of neoadjuvant chemotherapy response in breast cancer: a multicohort study
Article
Article
Joint synthesis of longitudinal MRI and enhanced prediction of neoadjuvant chemotherapy response in breast cancer: a multicohort study
Ming Fan et al · BMC · 2026 · ISSN 1471-2407
Abstract Neoadjuvant chemotherapy (NAC) induces critical morphological and vascular changes in breast cancer tumors, yet existing deep learning techniques in medical imaging tend to neglect these longitudinal changes thr...
LCC TENDOk5lb3BsYXNtcy4gVHVtb3JzLiBPbmNvbG9neS4gSW5jbHVkaW5nIGNhbmNlciBhbmQgY2FyY2lub2dlbnM~Idioma English
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