2 citations · 4 across the 5 of their papers we have counts for
4 papers · 1 filter
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…
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…
Benchmarking Deep Learning Frameworks for Automated Diagnosis of Ocular Toxoplasmosis: A Comprehensive Approach to Classification and Segmentation
Syed Samiul Alam, Samiul Based Shuvo, Shams Nafisa Ali +3
Ocular Toxoplasmosis (OT), is a common eye infection caused by T. gondii that can cause vision problems. Diagnosis is typically done through a clinical examination and imaging, but…
Bayesian approaches for Quantifying Clinicians' Variability in Medical Image Quantification
Jaeik Jeon, Yeonggul Jang, Youngtaek Hong +2
Medical imaging, including MRI, CT, and Ultrasound, plays a vital role in clinical decisions. Accurate segmentation is essential to measure the structure of interest from the image…