Beomhee Park

The Medical Segmentation Decathlon

Michela Antonelli, Annika Reinke, Spyridon Bakas et al. · Nature Communications · 2022 · 1.2K citations · Full text

Computing, Biomedical Engineering, Computer Science +10

Lung Segmentation on HRCT and Volumetric CT for Diffuse Interstitial Lung Disease Using Deep Convolutional Neural Networks

Beomhee Park, Heejun Park, Sang Min Lee et al. · Journal of Digital Imaging · 2019 · 128 citations · Full text

Medicine, Radiology, Diagnostic Imaging +13

Fully Automated Lung Lobe Segmentation in Volumetric Chest CT with 3D U-Net: Validation with Intra- and Extra-Datasets

Jongha Park, Jihye Yun, Namkug Kim et al. · Journal of Digital Imaging · 2019 · 113 citations · Full text

Medicine, Anatomy, Radiology +14

Endoscopic diagnosis and treatment planning for colorectal polyps using a deep-learning model

Eun Mi Song, Beomhee Park, Chun-Ae Ha et al. · Scientific Reports · 2020 · 102 citations · Full text

Medicine, Pathology, Surgery +17

A Perlin Noise-Based Augmentation Strategy for Deep Learning with Small Data Samples of HRCT Images

Hyun‐Jin Bae, Chang-Wook Kim, Namju Kim et al. · Scientific Reports · 2018 · 72 citations · Full text

Medicine, Biomedical Engineering, Radiology +17