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Neural Signals Generate Clinical Notes in the Wild

CELM is the first clinical EEG-to-language foundation model that generates long-duration EEG clinical reports and outperforms existing methods across all settings.

Jathurshan Pradeepkumar, Zheng Chen, Jimeng Sun

Sydney Poster Session 2, Tue, Dec 8, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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AI panel: 12 of 20 reviewers recommend it
lenient 5/5
medium 5/10
strict 2/5