most citedSpiroLLM: Finetuning Pretrained LLMs to Understand Spirogram Time Series with Clinical Validation in COPD Reporting

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cs.LG2026

Fronto-parietal and fronto-temporal EEG coherence as predictive neuromarkers of transcutaneous auricular vagus nerve stimulation response in treatment-resistant schizophrenia: A machine learning study

Yapeng Cui, Ruoxi Yun, Shumin Zhang +16

Response variability limits the clinical utility of transcutaneous auricular vagus nerve stimulation (taVNS) for negative symptoms in treatment-resistant schizophrenia (TRS). This…

cs.LG2026

Rethinking Time Series Domain Generalization via Structure-Stratified Calibration

Jinyang Li, Shuhao Mei, Xiaoyu Xiao +3

For time series arising from latent dynamical systems, existing cross-domain generalization methods commonly assume that samples are comparably meaningful within a shared represent…