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Author

Geon Kim

Observed name: Kim, Geon
ORCID: 0000-0002-0661-8579
Observed ORCID: 0000-0002-0661-8579
OpenAlex ID: A5101795832
Quantitative Phase Imaging and Artificial Intelligence: A Review
2018 · YoungJu Jo, Hyungjoo Cho, et al. · IEEE Journal of Selected Topics in Quantum Electronics · 195
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Artificial intelligence-enabled quantitative phase imaging methods for life sciences
2023 · Juyeon Park, Bijie Bai, et al. · Nature Methods · 158
Time-multiplexed structured illumination using a DMD for optical diffraction tomography
2017 · KyeoReh Lee, Kyoohyun Kim, et al. · Optics Letters · 145
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Label-free multiplexed microtomography of endogenous subcellular dynamics using generalizable deep learning
2021 · YoungJu Jo, Hyungjoo Cho, et al. · Nature Cell Biology · 119
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Holotomography
2024 · Geon Kim, Herve Hugonnet, et al. · Nature Reviews Methods Primers · 118
Label-free non-invasive quantitative measurement of lipid contents in individual microalgal cells using refractive index tomography
2018 · JaeHwang Jung, Seong-Joo Hong, et al. · Scientific Reports · 94
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Learning-based screening of hematologic disorders using quantitative phase imaging of individual red blood cells
2018 · Geon Kim, YoungJu Jo, et al. · Biosensors and Bioelectronics · 87
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Deep-learning-based three-dimensional label-free tracking and analysis of immunological synapses of CAR-T cells
2020 · Moosung Lee, Young-Ho Lee, et al. · eLife · 81
Rapid species identification of pathogenic bacteria from a minute quantity exploiting three-dimensional quantitative phase imaging and artificial neural network
2022 · Geon Kim, Daewoong Ahn, et al. · Light Science & Applications · 73
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Measurements of three-dimensional refractive index tomography and membrane deformability of live erythrocytes from Pelophylax nigromaculatus
2018 · Geon Kim, Moosung Lee, et al. · Scientific Reports · 47
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Revealing 3D microanatomical structures of unlabeled thick cancer tissues using holotomography and virtual H&E staining
2025 · Juyeon Park, Su-Jin Shin, et al. · Nature Communications · 45
DeepRegularizer: Rapid Resolution Enhancement of Tomographic Imaging Using Deep Learning
2021 · DongHun Ryu, Dongmin Ryu, et al. · IEEE Transactions on Medical Imaging · 41
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Three-dimensional label-free imaging and analysis of Pinus pollen grains using optical diffraction tomography
2018 · Geon Kim, SangYun Lee, et al. · Scientific Reports · 41
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Missing Cone Artifact Removal in ODT Using Unsupervised Deep Learning in the Projection Domain
2021 · Hyungjin Chung, Jaeyoung Huh, et al. · IEEE Transactions on Computational Imaging · 37
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Deep learning-based optical field screening for robust optical diffraction tomography
2019 · DongHun Ryu, YoungJu Jo, et al. · Scientific Reports · 27
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Long-term label-free assessments of individual bacteria using three-dimensional quantitative phase imaging and hydrogel-based immobilization
2023 · Jeongwon Shin, Geon Kim, et al. · Scientific Reports · 20
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Quantification of structural heterogeneity in H&E stained clear cell renal cell carcinoma using refractive index tomography
2023 · Juyeon Park, Su-Jin Shin, et al. · Biomedical Optics Express · 14
Automated Identification of Bacteria using Three-Dimensional Holographic Imaging and Convolutional Neural Network
2018 · Geon Kim, YoungJu Jo, et al. · IEEE Photonics Conference · 11
Label‐free histological analysis of retrieved thrombi in acute ischemic stroke using optical diffraction tomography and deep learning
2023 · Yoonjae Chung, Geon Kim, et al. · Journal of Biophotonics · 8
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Interferon-Gamma Release Assay in a Patient with Tuberculosis Verrucosa Cutis
2015 · Geon Kim, Young-In Jeong, et al. · Annals of Dermatology · 8
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Enhanced functionalities of immune cells separated by a microfluidic lattice: assessment based on holotomography
2023 · Mahn Jae Lee, Byungyeon Kim, et al. · Biomedical Optics Express · 5
Label-free multiplexed microtomography of endogenous subcellular dynamics using generalizable deep learning
2022 · YoungJu Jo, Hyungjoo Cho, et al. · Conference on Lasers and Electro-Optics · 4
Functional immune state classification of unlabeled live human monocytes using holotomography and machine learning
2023 · Mahn Jae Lee, Geon Kim, et al. · bioRxiv (Cold Spring Harbor Laboratory) · 2
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Abstract 7439: Label-free 3D virtual papanicolaou staining of urine cytology using deep learning and holotomography
2025 · Tal Lifshitz, Geon Kim, et al. · Cancer Research · 1
Advances in imaging techniques for the study of individual bacteria and their pathophysiology
2025 · Lee, Dohyeon, Lee, Hyun-Seung, et al. · arXiv (Cornell University) · 1
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Works count: 37
Citation count: 1,382
H-index: 16
I10-index: 18
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