In EIANet, ECG images were first converted to binary form, followed by noise reduction, connected component analysis, and morphological opening. A spatial attention module was incorporated into the ...

Abstract: The swift progression of Multimodal Large Language Models (MLLMs) has exhibited substantial potential within medical contexts, particularly in facilitating patient engagements that ...

MIMIC-IV-ECG-ICD-ED statements-distributions: (A) represents the distribution of statements according to chapters (all percentages as relative fractions compared to the dataset size), whereas (B) ...

Abstract: This study introduces an innovative method for assessing ECG interpretation abilities in medical professionals via eye-tracking data. We examine eye movement patterns from five separate ...

Larry A. Allen, MD, MHS, FAHA, FACC; Mats Börjesson, MD, PhD, FACC; Alan C. Braverman, MD, FACC; Julie A. Brothers, MD; Silvia Castelletti, MD, MSc, FESC; Eugene H ...