426 citations · 643 across the 4 of their papers we have counts for
3 papers · 1 filter
Automatic evaluation of fetal head biometry from ultrasound images using machine learning
Hwa Pyung Kim, Sung Min Lee, Ja-Young Kwon +3
Ultrasound-based fetal biometric measurements, such as head circumference (HC) and biparietal diameter (BPD), are commonly used to evaluate the gestational age and diagnose fetal c…
CT sinogram-consistency learning for metal-induced beam hardening correction
Hyung Suk Park, Sung Min Lee, Hwa Pyung Kim +1
This paper proposes a sinogram consistency learning method to deal with beam-hardening related artifacts in polychromatic computerized tomography (CT). The presence of highly atten…
Machine-learning-based nonlinear decomposition of CT images for metal artifact reduction
Hyung Suk Park, Sung Min Lee, Hwa Pyung Kim +1
Computed tomography (CT) images containing metallic objects commonly show severe streaking and shadow artifacts. Metal artifacts are caused by nonlinear beam-hardening effects comb…