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q-bio.MN2026
Uncertainty-aware integration of deuterium metabolic imaging with genome-scale metabolic modeling reveals diet-associated feasible-space remodeling in mouse skeletal muscle
Tin Yau Pang, Samia Maouhoub, Maruf Khan +4
Deuterium metabolic imaging (DMI) measures glucose-derived labeling in vivo, but noisy time courses complicate network-level interpretation. We developed an uncertainty-aware workf…
cs.LG2026
Evidential Multimodal Transformers with Dempster-Shafer Fusion for Emotion Recognition
Muhammad Usama, Yeoreum Jung
Softmax-based multimodal emotion recognition methods often assign high confidence even when sensor data are corrupted or contradictory, for example when facial expressions suggest…