3 papers
stat.ML2017
Deep learning for undersampled MRI reconstruction
Chang Min Hyun, Hwa Pyung Kim, Sung Min Lee +2
This paper presents a deep learning method for faster magnetic resonance imaging (MRI) by reducing k-space data with sub-Nyquist sampling strategies and provides a rationale for wh…
physics.med-ph2017
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…
cs.CV2017
Automatic Estimation of Fetal Abdominal Circumference from Ultrasound Images
Jaeseong Jang, Yejin Park, Bukweon Kim +3
Ultrasound diagnosis is routinely used in obstetrics and gynecology for fetal biometry, and owing to its time-consuming process, there has been a great demand for automatic estimat…