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June-Goo Lee
June-Goo Lee
Associate Professor, Biomedical Engineering Research Center, Asan Medical Center
Verified email at amc.seoul.kr
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Cited by
Cited by
Year
Deep learning in medical imaging: general overview
JG Lee, S Jun, YW Cho, H Lee, GB Kim, JB Seo, N Kim
Korean journal of radiology 18 (4), 570, 2017
12662017
Deep learning–based image conversion of CT reconstruction kernels improves radiomics reproducibility for pulmonary nodules or masses
J Choe, SM Lee, KH Do, G Lee, JG Lee, SM Lee, JB Seo
Radiology 292 (2), 365-373, 2019
2412019
CycleMorph: cycle consistent unsupervised deformable image registration
B Kim, DH Kim, SH Park, J Kim, JG Lee, JC Ye
Medical image analysis 71, 102036, 2021
1542021
Improvement of fully automated airway segmentation on volumetric computed tomographic images using a 2.5 dimensional convolutional neural net
J Yun, J Park, D Yu, J Yi, M Lee, HJ Park, JG Lee, JB Seo, N Kim
Medical image analysis 51, 13-20, 2019
1062019
Abdominal multi-organ auto-segmentation using 3D-patch-based deep convolutional neural network
H Kim, J Jung, J Kim, B Cho, J Kwak, JY Jang, S Lee, JG Lee, SM Yoon
Scientific reports 10 (1), 6204, 2020
882020
Fully automated segmentation of cartilage from the MR images of knee using a multi‐atlas and local structural analysis method
JG Lee, S Gumus, CH Moon, CK Kwoh, KT Bae
Medical physics 41 (9), 092303, 2014
722014
Angiography‐based machine learning for predicting fractional flow reserve in intermediate coronary artery lesions
H Cho, JG Lee, SJ Kang, WJ Kim, SY Choi, J Ko, HS Min, GH Choi, ...
Journal of the American Heart Association 8 (4), e011685, 2019
642019
Deep learning algorithm for reducing CT slice thickness: effect on reproducibility of radiomic features in lung cancer
S Park, SM Lee, KH Do, JG Lee, W Bae, H Park, KH Jung, JB Seo
Korean journal of radiology 20 (10), 1431, 2019
622019
Development of an automatic classification system for differentiation of obstructive lung disease using HRCT
N Kim, JB Seo, Y Lee, JG Lee, SS Kim, SH Kang
Journal of digital imaging 22, 136-148, 2009
562009
Performance testing of several classifiers for differentiating obstructive lung diseases based on texture analysis at high-resolution computerized tomography (HRCT)
Y Lee, JB Seo, JG Lee, SS Kim, N Kim, SH Kang
Computer methods and programs in biomedicine 93 (2), 206-215, 2009
522009
Machine learning assessment of myocardial ischemia using angiography: Development and retrospective validation
H Hae, SJ Kang, WJ Kim, SY Choi, JG Lee, Y Bae, H Cho, DH Yang, ...
PLoS Medicine 15 (11), e1002693, 2018
472018
Computer-aided detection of colonic polyps at CT colonography using a Hessian matrix–based algorithm: preliminary study
SH Kim, JM Lee, JG Lee, JH Kim, PA Lefere, JK Han, BI Choi
American Journal of Roentgenology 189 (1), 41-51, 2007
452007
Informatics in radiology: dual-energy electronic cleansing for fecal-tagging CT colonography
W Cai, SH Kim, JG Lee, H Yoshida
Radiographics 33 (3), 891-912, 2013
442013
Volume doubling times of lung adenocarcinomas: correlation with predominant histologic subtypes and prognosis
S Park, SM Lee, S Kim, JG Lee, S Choi, KH Do, JB Seo
Radiology 295 (3), 703-712, 2020
412020
Intravascular ultrasound-based machine learning for predicting fractional flow reserve in intermediate coronary artery lesions
JG Lee, J Ko, H Hae, SJ Kang, DY Kang, PH Lee, JM Ahn, DW Park, ...
Atherosclerosis 292, 171-177, 2020
372020
CT image conversion among different reconstruction kernels without a sinogram by using a convolutional neural network
SM Lee, JG Lee, G Lee, J Choe, KH Do, N Kim, JB Seo
Korean journal of radiology 20 (2), 295, 2019
372019
Prediction of coronary stent underexpansion by pre-procedural intravascular ultrasound–based deep learning
HS Min, D Ryu, SJ Kang, JG Lee, JH Yoo, H Cho, DY Kang, PH Lee, ...
Cardiovascular Interventions 14 (9), 1021-1029, 2021
362021
Mosaic decomposition: An electronic cleansing method for inhomogeneously tagged regions in noncathartic CT colonography
W Cai, JG Lee, ME Zalis, H Yoshida
IEEE transactions on medical imaging 30 (3), 559-574, 2010
362010
Fully automatic coronary calcium score software empowered by artificial intelligence technology: validation study using three CT cohorts
JG Lee, HS Kim, H Kang, HJ Koo, JW Kang, YH Kim, DH Yang
Korean Journal of Radiology 22 (11), 1764, 2021
332021
Prognostic value of radiomic analysis of iodine overlay maps from dual-energy computed tomography in patients with resectable lung cancer
J Choe, SM Lee, KH Do, JB Lee, SM Lee, JG Lee, JB Seo
European Radiology 29, 915-923, 2019
332019
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