3 papers
cs.LG2026
Parameter-Efficient Self-Supervised Adaptation for EEG-FM under Fixed Computational Budgets
Meghal Dani, Stefanie Liebe
EEG foundation models pretrained via self-supervised learning promise transferable representations, but their generalization remains limited, especially across diverse clinical dat…
cs.SD2026
Enhancing spatial hearing with cochlear implants: exploring the role of AI, multimodal interaction and perceptual training
Lorenzo Picinali, Robert Baumgartner, Valerie Gaveau +4
Cochlear implants (CIs) have been developed to the point where they can restore hearing and speech understanding in a large proportion of patients. Although spatial hearing is cent…
cs.CL2024
SemioLLM: Evaluating Large Language Models for Diagnostic Reasoning from Unstructured Clinical Narratives in Epilepsy
Meghal Dani, Muthu Jeyanthi Prakash, Filip Rosa +2
Large Language Models (LLMs) have been shown to encode clinical knowledge. Many evaluations, however, rely on structured question-answer benchmarks, overlooking critical challenges…