2 citations · 3 across the 6 of their papers we have counts for
4 papers · 1 filter
EcoScaleNet: A Lightweight Multi Kernel Network for Long Sequence 12 lead ECG Classification
Dong-Hyeon Kang, Ju-Hyeon Nam, Sang-Chul Lee
Accurate interpretation of 12 lead electrocardiograms (ECGs) is critical for early detection of cardiac abnormalities, yet manual reading is error prone and existing CNN based clas…
M2SFormer: Multi-Spectral and Multi-Scale Attention with Edge-Aware Difficulty Guidance for Image Forgery Localization
Ju-Hyeon Nam, Dong-Hyun Moon, Sang-Chul Lee
Image editing techniques have rapidly advanced, facilitating both innovative use cases and malicious manipulation of digital images. Deep learning-based methods have recently achie…
Test-Time Modality Generalization for Medical Image Segmentation
Ju-Hyeon Nam, Sang-Chul Lee
Generalizable medical image segmentation is essential for ensuring consistent performance across diverse unseen clinical settings. However, existing methods often overlook the capa…
TransGUNet: Transformer Meets Graph-based Skip Connection for Medical Image Segmentation
Ju-Hyeon Nam, Nur Suriza Syazwany, Sang-Chul Lee
Skip connection engineering is primarily employed to address the semantic gap between the encoder and decoder, while also integrating global dependencies to understand the relation…