2 citations · 3 across the 3 of their papers we have counts for
3 papers
eess.IV2023★ 1 cited
Self supervised convolutional kernel based handcrafted feature harmonization: Enhanced left ventricle hypertension disease phenotyping on echocardiography
Jina Lee, Youngtaek Hong, Dawun Jeong +8
Radiomics, a medical imaging technique, extracts quantitative handcrafted features from images to predict diseases. Harmonization in those features ensures consistent feature extra…
eess.IV2023
A Unified Approach for Comprehensive Analysis of Various Spectral and Tissue Doppler Echocardiography
Jaeik Jeon, Jiyeon Kim, Yeonggul Jang +5
Doppler echocardiography offers critical insights into cardiac function and phases by quantifying blood flow velocities and evaluating myocardial motion. However, previous methods…
eess.SP2023★ 2 cited
Improving Out-of-Distribution Detection in Echocardiographic View Classication through Enhancing Semantic Features
Jaeik Jeon, Seongmin Ha, Yeonggul Jang +6
In echocardiographic view classification, accurately detecting out-of-distribution (OOD) data is essential but challenging, especially given the subtle differences between in-distr…