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Dr. Lucas A. Kreiss
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Author
Publications (5)
Proceedings Article | 19 March 2024 Presentation
Identification of immune cell types based on label-free multiphoton imaging and deep learning
Lucas Kreiss, Amey Chaware, Kanghyun Kim, Kyung Chul Lee, Shiqi Xu, Oana-Maria Thoma, Sarah Lemire, Oliver Friedrich, Sebastian Schürmann, Maximilian Waldner, Roarke Horstmeyer
Proceedings Volume PC12822, PC1282209 (2024) https://doi.org/10.1117/12.3001883
KEYWORDS: Biological samples, Endoscopy, Deep learning, Tissues, Diseases and disorders, Biopsy, Neural networks, In vivo imaging, Tissue optics, Education and training
Proceedings Article | 13 March 2024 Presentation
High-throughput phase-guided virtual staining using generalizable neural network
Kyung Chul Lee, Hyesuk Chae, Lucas Kreiss, Roarke Horstmeyer, Seung Ah Lee
Proceedings Volume PC12857, PC128570I (2024) https://doi.org/10.1117/12.3001057
KEYWORDS: Mathematical optimization, Microscopes, Tissues, Phase imaging, Neural networks, Reconstruction algorithms, Nervous system, Education and training, Network architectures, Phase reconstruction
Proceedings Article | 13 March 2024 Presentation
Deep blood flow extraction for diffuse correlation spectroscopy at photon-starved regimes using SPAD arrays
Melissa Wu, Lucas Kreiss, Michael Wayne, Mitchell Robinson, Claudio Bruschini, Edoardo Charbon, Roarke Horstmeyer
Proceedings Volume PC12841, PC128410B (2024) https://doi.org/10.1117/12.3001940
KEYWORDS: Autocorrelation, Source detector separation, Speckle, Spectroscopy, Optical spectroscopy, Blood circulation, Nervous system, In vivo imaging, Fluorescence correlation spectroscopy, Tissue optics
SPIE Journal Paper | 4 March 2024 Open Access
Tensorial tomographic Fourier ptychography with applications to muscle tissue imaging
Shiqi Xu, Xi Yang, Paul Ritter, Xiang Dai, Kyung Chul Lee, Lucas Kreiss, Kevin Zhou, Kanghyun Kim, Amey Chaware, Jadee Neff, Carolyn Glass, Seung Ah Lee, Oliver Friedrich, Roarke Horstmeyer
AP, Vol. 6, Issue 02, 026004, (March 2024) https://doi.org/10.1117/12.10.1117/1.AP.6.2.026004
KEYWORDS: Muscles, Biological samples, Tissues, Tomography, Birefringence, Polarization, Image restoration, Light sources and illumination, Matrices, Biological imaging
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Proceedings Article | 11 August 2023 Presentation + Paper
High-throughput imaging across multiple spatial scales with the multi-camera array microscope (MCAM)
Proceedings Volume 12622, 126220S (2023) https://doi.org/10.1117/12.2675451
KEYWORDS: Lens arrays, Microscopes, Imaging systems, Cameras, Stereoscopy, Video, Image resolution, Video microscopy, 3D image processing
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