Fully automated lung lobe segmentation in volumetric chest CT with 3D U-Net: validation with intra-and extra-datasets J Park, J Yun, N Kim, B Park, Y Cho, HJ Park, M Song, M Lee, JB Seo Journal of digital imaging 33 (1), 221-230, 2020 | 98 | 2020 |
Lung Segmentation on HRCT and Volumetric CT for Diffuse Interstitial Lung Disease Using Deep Convolutional Neural Networks B Park, H Park, SM Lee, JB Seo, N Kim Journal of Digital Imaging 32 (6), 1019-1026, 2019 | 97 | 2019 |
Endoscopic diagnosis and treatment planning for colorectal polyps using a deep-learning model EM Song, B Park, CA Ha, SW Hwang, SH Park, DH Yang, BD Ye, ... Scientific Reports 10 (1), 1-10, 2020 | 84 | 2020 |
A Perlin noise-based augmentation strategy for deep learning with small data samples of HRCT images HJ Bae, CW Kim, N Kim, BH Park, N Kim, JB Seo, SM Lee Scientific reports 8 (1), 1-7, 2018 | 66 | 2018 |
A curriculum Learning Strategy to enhance the Accuracy of Classification of Various Lesions in chest-pA X-ray Screening for pulmonary Abnormalities B Park, Y Cho, G Lee, SM Lee, YH Cho, ES Lee, KH Lee, JB Seo, N Kim Scientific reports 9 (1), 1-9, 2019 | 25 | 2019 |
Development of a computer-aided differential diagnosis system to distinguish between usual interstitial pneumonia and non-specific interstitial pneumonia using texture-and … SH Jun, BH Park, JB Seo, SM Lee, N Kim Journal of digital imaging 31 (2), 235-244, 2018 | 24 | 2018 |
A fully automated system using a convolutional neural network to predict renal allograft rejection: Extra-validation with giga-pixel immunostained slides YG Kim, G Choi, H Go, Y Cho, H Lee, A Lee, B Park, N Kim Scientific reports 9 (1), 1-10, 2019 | 23 | 2019 |