Label-free multiplexed microtomography of endogenous subcellular dynamics using generalizable deep learning
Jo, YoungJu, Cho, Hyungjoo, Park, Wei Sun, Kim, Geon, Ryu, DongHun, Kim, Young Seo, Lee, Moosung, Park, Sangwoo, Lee, Mahn Jae, Joo, Hosung, Jo, HangHun, Lee, Seongsoo, Lee, Sumin, Min, Hyun-Seok, Heo, Won Do, Park, YongKeun
Published in Nature cell biology (01.12.2021)
Published in Nature cell biology (01.12.2021)
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Journal Article
Cycle-consistent deep learning approach to coherent noise reduction in optical diffraction tomography
Choi, Gunho, Ryu, DongHun, Jo, YoungJu, Kim, Young Seo, Park, Weisun, Min, Hyun-Seok, Park, YongKeun
Published in Optics express (18.02.2019)
Published in Optics express (18.02.2019)
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Journal Article
Machine-learning-based diagnosis of thyroid fine-needle aspiration biopsy synergistically by Papanicolaou staining and refractive index distribution
Lee, Young Ki, Ryu, Dongmin, Kim, Seungwoo, Park, Juyeon, Park, Seog Yun, Ryu, Donghun, Lee, Hayoung, Lim, Sungbin, Min, Hyun-Seok, Park, YongKeun, Lee, Eun Kyung
Published in Scientific reports (17.06.2023)
Published in Scientific reports (17.06.2023)
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Journal Article
Rapid species identification of pathogenic bacteria from a minute quantity exploiting three-dimensional quantitative phase imaging and artificial neural network
Kim, Geon, Ahn, Daewoong, Kang, Minhee, Park, Jinho, Ryu, DongHun, Jo, YoungJu, Song, Jinyeop, Ryu, Jea Sung, Choi, Gunho, Chung, Hyun Jung, Kim, Kyuseok, Chung, Doo Ryeon, Yoo, In Young, Huh, Hee Jae, Min, Hyun-seok, Lee, Nam Yong, Park, YongKeun
Published in Light, science & applications (23.06.2022)
Published in Light, science & applications (23.06.2022)
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Journal Article
Interactions of Nanoparticles with Macrophages and Feasibility of Drug Delivery for Asthma
Kang, Sung Hun, Shin, Yoo Seob, Lee, Dong-Hyun, Park, Il Seok, Kim, Sung Kyun, Ryu, DongHun, Park, YongKeun, Byun, Soo-Hwan, Choi, Jeong-Hee, Hong, Seok Jin
Published in International journal of molecular sciences (30.01.2022)
Published in International journal of molecular sciences (30.01.2022)
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Journal Article
Deep learning-based optical field screening for robust optical diffraction tomography
Ryu, DongHun, Jo, YoungJu, Yoo, Jihyeong, Chang, Taean, Ahn, Daewoong, Kim, Young Seo, Kim, Geon, Min, Hyun-Seok, Park, YongKeun
Published in Scientific reports (23.10.2019)
Published in Scientific reports (23.10.2019)
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Journal Article
Label-Free White Blood Cell Classification Using Refractive Index Tomography and Deep Learning
Ryu, DongHun, Kim, Jinho, Lim, Daejin, Min, Hyun-Seok, Yoo, In Young, Cho, Duck, Park, YongKeun
Published in BME frontiers (01.01.2021)
Published in BME frontiers (01.01.2021)
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Journal Article
Comparison of wind turbine power curves using cup anemometer and pulsed doppler light detection and ranging systems
Shin, Dongheon, Ko, Kyungnam, Kang, Minsang, Ryu, Donghun, Kang, Munjong, Kim, Hyunsik
Published in Journal of mechanical science and technology (01.04.2019)
Published in Journal of mechanical science and technology (01.04.2019)
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Journal Article
Calibration-free quantitative phase imaging using data-driven aberration modeling
Chang, Taean, Ryu, DongHun, Jo, YoungJu, Choi, Gunho, Min, Hyun-Seok, Park, YongKeun
Published in Optics express (09.11.2020)
Published in Optics express (09.11.2020)
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Journal Article
Artificial intelligence-enabled quantitative phase imaging methods for life sciences
Park, Juyeon, Bai, Bijie, Ryu, DongHun, Liu, Tairan, Lee, Chungha, Luo, Yi, Lee, Mahn Jae, Huang, Luzhe, Shin, Jeongwon, Zhang, Yijie, Ryu, Dongmin, Li, Yuzhu, Kim, Geon, Min, Hyun-seok, Ozcan, Aydogan, Park, YongKeun
Published in Nature methods (01.11.2023)
Published in Nature methods (01.11.2023)
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Journal Article
DeepRegularizer: Rapid Resolution Enhancement of Tomographic Imaging Using Deep Learning
Ryu, DongHun, Ryu, Dongmin, Baek, YoonSeok, Cho, Hyungjoo, Kim, Geon, Kim, Young Seo, Lee, Yongki, Kim, Yoosik, Ye, Jong Chul, Min, Hyun-Seok, Park, YongKeun
Published in IEEE transactions on medical imaging (01.05.2021)
Published in IEEE transactions on medical imaging (01.05.2021)
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Journal Article
Label-free 3-D quantitative phase imaging cytometry with deep learning: identifying naive, memory, and senescent T cells
Ryu, DongHun, Kim, Kyunghwan, Cho, Hayeon, Dao, Khoi, Kim, Young Seo, Ahn, Daewoong, Min, Hyun-Seok, Shin, Eui-Cheol, Park, YongKeun
Published in The Journal of immunology (1950) (01.05.2020)
Published in The Journal of immunology (1950) (01.05.2020)
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Journal Article
Subsampled phase retrieval for temporal resolution enhancement in lensless on-chip holographic video
Ryu, Donghun, Wang, Zihao, He, Kuan, Zheng, Guoan, Horstmeyer, Roarke, Cossairt, Oliver
Published in Biomedical optics express (01.03.2017)
Published in Biomedical optics express (01.03.2017)
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Journal Article
Label‐free histological analysis of retrieved thrombi in acute ischemic stroke using optical diffraction tomography and deep learning
Chung, Yoonjae, Kim, Geon, Moon, Ah‐Rim, Ryu, DongHun, Hugonnet, Herve, Lee, Mahn Jae, Shin, DongSeong, Lee, Seung‐Jae, Lee, Eek‐Sung, Park, YongKeun
Published in Journal of biophotonics (01.08.2023)
Published in Journal of biophotonics (01.08.2023)
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Journal Article