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Hyungjoo Cho
Hyungjoo Cho
snu.ac.kr의 이메일 확인됨
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Quantitative phase imaging and artificial intelligence: a review
YJ Jo, H Cho, SY Lee, G Choi, G Kim, H Min, YK Park
IEEE Journal of Selected Topics in Quantum Electronics 25 (1), 1-14, 2018
2072018
Neural stain-style transfer learning using GAN for histopathlogical images
C Hyungjoo, L Sungbin, C Gunho, M Hyunseok
Journal of Machine Learning Research: Workshop and Conference Proceedings …, 2017
117*2017
Scalable neural architecture search for 3d medical image segmentation
S Kim, I Kim, S Lim, W Baek, C Kim, H Cho, B Yoon, T Kim
Medical Image Computing and Computer Assisted Intervention–MICCAI 2019: 22nd …, 2019
802019
Learning-based screening of hematologic disorders using quantitative phase imaging of individual red blood cells
G Kim, YJ Jo, H Cho, H Min, YK Park
Biosensors and Bioelectronics 123, 69-76, 2019
712019
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
Label-free multiplexed microtomography of endogenous subcellular dynamics using generalizable deep learning
YJ Jo, H Cho, WS Park, G Kim, DH Ryu, YS Kim, M Lee, S Park, MJ Lee, ...
Nature Cell Biology 23 (12), 1329-1337, 2021
58*2021
Deep-learning-based label-free segmentation of cell nuclei in time-lapse refractive index tomograms
J Lee, H Kim, H Cho, YJ Jo, Y Song, D Ahn, K Lee, YK Park, SJ Ye
Ieee Access 7, 83449-83460, 2019
472019
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
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
Intravascular ultrasound-based deep learning for plaque characterization in coronary artery disease
H Cho, SJ Kang, HS Min, JG Lee, WJ Kim, SH Kang, DY Kang, PH Lee, ...
Atherosclerosis 324, 69-75, 2021
262021
DeepRegularizer: rapid resolution enhancement of tomographic imaging using deep learning
DH Ryu, D Ryu, YS Baek, H Cho, G Kim, YS Kim, Y Lee, Y Kim, JC Ye, ...
IEEE Transactions on Medical Imaging 40 (5), 1508-1518, 2021
242021
Prediction of coronary thin-cap fibroatheroma by intravascular ultrasound-based machine learning
Y Bae, SJ Kang, G Kim, JG Lee, HS Min, H Cho, DY Kang, PH Lee, ...
Atherosclerosis 288, 168-174, 2019
222019
Detection of optical coherence tomography-defined thin-cap fibroatheroma in the coronary artery using deep learning
HS Min, JH Yoo, SJ Kang, JG Lee, H Cho, PH Lee, JM Ahn, DW Park, ...
EuroIntervention 16 (5), 404-412, 2020
212020
Expert-level segmentation using deep learning for volumetry of polycystic kidney and liver
TY Shin, H Kim, JH Lee, JS Choi, HS Min, H Cho, K Kim, G Kang, J Kim, ...
Investigative and clinical urology 61 (6), 555, 2020
172020
Automated identification of bacteria using three-dimensional holographic imaging and convolutional neural network
G Kim, YJ Jo, H Cho, G Choi, BS Kim, H Min, YK Park
2018 IEEE Photonics Conference (IPC), 1-2, 2018
92018
Neural Bootstrapper
M Shin, H Cho, H Min, S Lim
Thirty-Fifth Conference on Neural Information Processing Systems, 2021
82021
Compton background elimination for in vivo x-ray fluorescence imaging of gold nanoparticles using convolutional neural network
S Jung, J Lee, H Cho, T Kim, SJ Ye
IEEE Transactions on Nuclear Science 67 (11), 2311-2320, 2020
82020
Predicting future incidences of cardiac arrhythmias using discrete heartbeats from normal sinus rhythm ECG signals via deep learning methods
Y Kim, M Lee, J Yoon, Y Kim, H Min, H Cho, J Park, T Shin
Diagnostics 13 (17), 2849, 2023
22023
Prediction of Postoperative Creatinine Levels by Artificial Intelligence after Partial Nephrectomy
TY Shin, H Han, HS Min, H Cho, S Kim, SY Park, HJ Kim, JH Kim, YS Lee
Medicina 59 (8), 1402, 2023
12023
Feasibility of artificial intelligence-based decision supporting system in tolvaptan prescription for autosomal dominant polycystic kidney disease
JH Shin, YH Kim, MK Lee, HS Min, H Cho, H Kim, YC Kim, YS Lee, ...
Investigative and clinical urology 64 (3), 255, 2023
12023
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