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Kanghyun Kim
Kanghyun Kim
Verified email at duke.edu
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Year
Learned sensing: jointly optimized microscope hardware for accurate image classification
A Muthumbi, A Chaware, K Kim, KC Zhou, PC Konda, R Chen, ...
Biomedical optics express 10 (12), 6351-6369, 2019
532019
Gigapixel imaging with a novel multi-camera array microscope
EE Thomson, M Harfouche, K Kim, PC Konda, CW Seitz, C Cooke, S Xu, ...
Elife 11, e74988, 2022
20*2022
Physics-enhanced machine learning for virtual fluorescence microscopy
CL Cooke, F Kong, A Chaware, KC Zhou, K Kim, R Xu, DM Ando, ...
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021
132021
Multi-element microscope optimization by a learned sensing network with composite physical layers
K Kim, PC Konda, CL Cooke, R Appel, R Horstmeyer
Optics Letters 45 (20), 5684-5687, 2020
122020
Increasing a microscope’s effective field of view via overlapped imaging and machine learning
X Yao, V Pathak, H Xi, A Chaware, C Cooke, K Kim, S Xu, Y Li, T Dunn, ...
Optics Express 30 (2), 1745-1761, 2022
92022
Towards an intelligent microscope: adaptively learned illumination for optimal sample classification
A Chaware, CL Cooke, K Kim, R Horstmeyer
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020
92020
Parallelized computational 3D video microscopy of freely moving organisms at multiple gigapixels per second
KC Zhou, M Harfouche, CL Cooke, J Park, PC Konda, L Kreiss, K Kim, ...
Nature photonics 17 (5), 442-450, 2023
82023
Imaging across multiple spatial scales with the multi-camera array microscope
M Harfouche, K Kim, KC Zhou, PC Konda, S Sharma, EE Thomson, ...
Optica 10 (4), 471-480, 2023
6*2023
Transient motion classification through turbid volumes via parallelized single-photon detection and deep contrastive embedding
S Xu, W Liu, X Yang, R Qian, P McKee, K Kim, L Kreiß, SA Huettel
Frontiers in neuroscience 16, 908770, 2022
62022
Tensorial tomographic differential phase-contrast microscopy
S Xu, X Dai, X Yang, KC Zhou, K Kim, V Pathak, C Glass, R Horstmeyer
2022 IEEE International Conference on Computational Photography (ICCP), 1-11, 2022
42022
Digital staining in optical microscopy using deep learning-a review
L Kreiss, S Jiang, X Li, S Xu, KC Zhou, KC Lee, A Mühlberg, K Kim, ...
PhotoniX 4 (1), 34, 2023
32023
Multi-modal imaging using a cascaded microscope design
X Yang, M Harfouche, KC Zhou, L Kreiss, S Xu, PC Konda, K Kim, ...
Optics Letters 48 (7), 1658-1661, 2023
22023
Tensorial tomographic Fourier Ptychography with applications to muscle tissue imaging
S Xu, X Yang, P Ritter, X Dai, K Chul Lee, L Kreiss, KC Zhou, K Kim, ...
Advanced Photonics 6 (2), 026004-026004, 2024
12024
A multiple instance learning approach for detecting COVID-19 in peripheral blood smears
CL Cooke, K Kim, S Xu, A Chaware, X Yao, X Yang, J Neff, P Pittman, ...
PLOS Digital Health 1 (8), e0000078, 2022
12022
Parallelized 16-gigapixel microscopy for rapid imaging of multiple whole slides
K Kim, KC Zhou, M Harfouche, R Horstmeyer
Imaging Systems and Applications, IW1C. 3, 2022
12022
High-content multimodal in vivo imaging using a parallelized gigapixel scale microscope
X Yang, A Bègue, M Harfouche, C Cook, K Kim, K Zhou, R Horstmeyer
Three-Dimensional and Multidimensional Microscopy: Image Acquisition and …, 2024
2024
Hardware domain adaptation for biomedical imaging
A Chaware, K Kim, C Cook, C Glass, R Horstmeyer
Computational Optical Imaging and Artificial Intelligence in Biomedical …, 2024
2024
Beneath the Surface: Revealing Deep-Tissue Blood Flow in Human Subjects with Massively Parallelized Diffuse Correlation Spectroscopy
L Kreiss, M Wu, M Wayne, S Xu, P McKee, D Dwamena, K Kim, KC Lee, ...
arXiv preprint arXiv:2403.03968, 2024
2024
Automated, high-throughput quantification of EGFP-expressing neutrophils in zebrafish by machine learning and a highly-parallelized microscope
J Efromson, G Ferrero, A Bègue, TJJ Doman, C Dugo, A Barker, V Saliu, ...
Plos one 18 (12), e0295711, 2023
2023
Multi-scale speckle-plethysmography with a multi-camera array microscope
S Xu, X Yang, K Kim, P Reamey, C Cook, KC Lee, V Saliu, M Harfouche, ...
Computational Optical Sensing and Imaging, CW5B. 5, 2023
2023
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Articles 1–20