A Language‐Guided Multimodal Foundation Model for Zero‐Shot and Multi‐Task Brain Signal Analysis
METIS aligns brain signals with natural‐language instructions to enable zero‐shot and multi‐task brain signal analysis. Pretrained on over 70 000 h of EEG and iEEG recordings, it generalizes across sleep stage classification, epilepsy detection, and neurological disorder diagnosis, providing a scalable foundation model for clinically meaningful brain ...
Mingzhi Chen +3 more
wiley +1 more source
Graves' Disease Presenting as Refractory Panic Attacks: Diagnostic Clarification Through Thyroid Scintigraphy. [PDF]
Gholami MS.
europepmc +1 more source
A hybrid Reinforcement Learning–Explainable AI framework integrates SHAP and LIME explanations directly into a Deep Q‐Network inference loop for real‐time ICU decision support. Trained on 18 142 mechanically ventilated stays from the eICU database, the system attains 93.0% decision accuracy, 20% fewer errors than RL alone, and a 91% clinician trust ...
Jannatul Ferdaus Disha +2 more
wiley +1 more source
Cigarette smoking exposure and clinical outcomes in Graves' disease.
Forbes S +10 more
europepmc +1 more source
Suspected Thymoma as the Initial Presentation of Graves' Disease: A Report of a Rare Case and Comprehensive Literature Review. [PDF]
McNulty M +6 more
europepmc +1 more source
Playing in the Dark: Invisible Chess as a Laboratory for Strategic AI
This paper shows that strategic AI evaluated on perfect‐information benchmarks can be brittle in real adversarial settings. By using invisible chess as a benchmark for hidden state and deception, it argues for stricter testing, human oversight, and more cautious governance of high‐stakes AI systems.
Paolo Ciancarini
wiley +1 more source
First Manic Episode With Psychotic Features in a Young Woman as the Initial Presentation of Graves' Disease: A Case Report. [PDF]
Azaouagh M +5 more
europepmc +1 more source
Cobblestoned ankles in Graves disease: koebnerized elephantiasic pretibial myxoedema. [PDF]
Shanshal M, Kallikas G.
europepmc +1 more source
Integrative analysis of gut microbiota, plasma metabolome, and gene expression identifies causal mediators in Graves' disease pathogenesis. [PDF]
Zhang Y, Li J, Luo Y, Liu S, Liu J.
europepmc +1 more source

