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Geon Kim
Geon Kim
kaist.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
2142018
Time-multiplexed structured illumination using a DMD for optical diffraction tomography
KR Lee, K Kim, G Kim, S Shin, YK Park
Optics letters 42 (5), 999-1002, 2017
1422017
Label-free non-invasive quantitative measurement of lipid contents in individual microalgal cells using refractive index tomography
JH Jung, SJ Hong, HB Kim, G Kim, M Lee, S Shin, SY Lee, DJ Kim, ...
Scientific reports 8 (1), 6524, 2018
792018
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
772019
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
612021
Deep-learning-based three-dimensional label-free tracking and analysis of immunological synapses of CAR-T cells
M Lee, YH Lee, J Song, G Kim, YJ Jo, HS Min, CH Kim, YK Park
Elife 9, e49023, 2020
592020
Measurements of three-dimensional refractive index tomography and membrane deformability of live erythrocytes from Pelophylax nigromaculatus
G Kim, M Lee, SY Youn, ET Lee, D Kwon, J Shin, SY Lee, YS Lee, ...
Scientific reports 8 (1), 9192, 2018
422018
Three-dimensional label-free imaging and analysis of Pinus pollen grains using optical diffraction tomography
G Kim, SY Lee, S Shin, YK Park
Scientific reports 8 (1), 1782, 2018
332018
Rapid species identification of pathogenic bacteria from a minute quantity exploiting three-dimensional quantitative phase imaging and artificial neural network
G Kim, D Ahn, M Kang, J Park, DH Ryu, YJ Jo, J Song, JS Ryu, G Choi, ...
Light: Science & Applications 11 (1), 190, 2022
322022
Artificial intelligence-enabled quantitative phase imaging methods for life sciences
J Park, B Bai, DH Ryu, T Liu, C Lee, Y Luo, MJ Lee, L Huang, J Shin, ...
Nature Methods 20 (11), 1645-1660, 2023
292023
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
Deep learning-based optical field screening for robust optical diffraction tomography
DH Ryu, YJ Jo, J Yoo, T Chang, D Ahn, YS Kim, G Kim, HS Min, YK Park
Scientific reports 9 (1), 15239, 2019
232019
Missing cone artifact removal in ODT using unsupervised deep learning in the projection domain
H Chung, J Huh, G Kim, YK Park, JC Ye
IEEE Transactions on Computational Imaging 7, 747-758, 2021
182021
Rapid and label-free identification of individual bacterial pathogens exploiting three-dimensional quantitative phase imaging and deep learning
G Kim, D Ahn, M Kang, Y Jo, D Ryu, H Kim, J Song, JS Ryu, G Choi, ...
BioRxiv, 2019
162019
Three-dimensional refractive-index distributions of individual angiosperm pollen grains
C Park, SY Lee, G Kim, SJ Lee, J Lee, T Heo, Y Park, YK Park
Current Optics and Photonics 2 (5), 460-467, 2018
102018
Data-driven multiplexed microtomography of endogenous subcellular dynamics
YJ Jo, H Cho, WS Park, G Kim, D Ryu, YS Kim, M Lee, H Joo, HH Jo, ...
BioRxiv, 2020.09. 16.300392, 2020
92020
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
Long-term label-free assessments of individual bacteria using three-dimensional quantitative phase imaging and hydrogel-based immobilization
J Shin, G Kim, J Park, M Lee, YK Park
Scientific Reports 13 (1), 46, 2023
82023
Quantification of structural heterogeneity in H&E stained clear cell renal cell carcinoma using refractive index tomography
J Park, SJ Shin, J Shin, AJ Lee, M Lee, MJ Lee, G Kim, JE Heo, YK Park
Biomedical Optics Express 14 (3), 1071-1081, 2023
52023
DeepIS: Deep learning framework for three-dimensional label-free tracking of immunological synapses
M Lee, YH Lee, J Song, G Kim, YJ Jo, HS Min, CH Kim, YK Park
BioRxiv, 539858, 2019
52019
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학술자료 1–20