2 papers
cs.CV2026
Evaluator-Dependent Patient-Adaptive ECG Lead-Channel Allocation
Xiaoyang Li, Zeyan Tao
The diagnostic value of an ECG channel depends on the model that interprets it. We test whether adaptive acquisition retains its advantage over fixed protocols when that model chan…
eess.SP2026
Leakage-Audited Benchmarking Reveals Limited Evidence for Cross-Subject Auditory-Evoked EEG Vowel Perception Decoding
Xiaoyang Li, Zeyan Tao
We tested whether auditory-evoked EEG supports subject-independent five-vowel perception decoding when trial identity, model identity, prediction provenance, and participant-level…