Automatic Extraction of Liver Region from Medical Images by Using an MFUnet

VTT Vi, AR Oh, GS Lee, HJ Yang, SH Kim - Smart Media Journal, 2020 - koreascience.kr
This paper presents a fully automatic tool to recognize the liver region from CT images
based on a deep learning model, namely Multiple Filter U-net, MFUnet. The advantages of …

Robust Hippocampus Localization From Structured Magnetic Resonance Imaging Using Similarity Metric Learning

S Ahmed, KH Lee, HY Jung - IEEE Access, 2021 - ieeexplore.ieee.org
Accurate demarcation of anatomical landmarks in 3D medical imaging is a safety-critical and
challenging task. State-of-the-art approaches formulate landmark localization either as a …

Siamese network for learning robust feature of hippocampi

S Ahmed, HY Jung - Smart Media Journal, 2020 - koreascience.kr
Hippocampus is a complex brain structure embedded deep into the temporal lobe. Studies
have shown that this structure gets affected by neurological and psychiatric disorders and it …