Automatic phase aberration compensation for digital holographic microscopy based on deep learning background detection T Nguyen, V Bui, V Lam, CB Raub, LC Chang, G Nehmetallah Optics express 25 (13), 15043-15057, 2017 | 207 | 2017 |
Quantitative assessment of cancer cell morphology and motility using telecentric digital holographic microscopy and machine learning VK Lam, TC Nguyen, BM Chung, G Nehmetallah, CB Raub Cytometry Part A 93 (3), 334-345, 2018 | 76 | 2018 |
Quantitative scoring of epithelial and mesenchymal qualities of cancer cells using machine learning and quantitative phase imaging VK Lam, TC Nguyen, V Bui, BM Chung, LC Chang, G Nehmetallah, ... Journal of biomedical optics 25 (2), 026002, 2020 | 39 | 2020 |
Machine learning with optical phase signatures for phenotypic profiling of cell lines VK Lam, T Nguyen, T Phan, BM Chung, G Nehmetallah, CB Raub Cytometry Part A 95 (7), 757-768, 2019 | 31 | 2019 |
Keratin 19 maintains E-cadherin localization at the cell surface and stabilizes cell-cell adhesion of MCF7 cells S Alsharif, P Sharma, K Bursch, R Milliken, V Lam, A Fallatah, T Phan, ... Cell adhesion & migration 15 (1), 1-17, 2021 | 15 | 2021 |
Morphology, motility, and cytoskeletal architecture of breast cancer cells depend on keratin 19 and substrate VK Lam, P Sharma, T Nguyen, G Nehmetallah, CB Raub, BM Chung Cytometry Part A 97 (11), 1145-1155, 2020 | 12 | 2020 |
Virtual organelle self-coding for fluorescence imaging via adversarial learning T Nguyen, V Bui, A Thai, V Lam, CB Raub, LC Chang, G Nehmetallah Journal of biomedical optics 25 (9), 096009-096009, 2020 | 12 | 2020 |
Dual-modality digital holographic and polarization microscope to quantify phase and birefringence signals in biospecimens with a complex microstructure VK Lam, T Phan, K Ly, X Luo, G Nehmetallah, CB Raub Biomedical Optics Express 13 (2), 805-823, 2022 | 8 | 2022 |
Tracking single cells motility on different substrates P Sharma, VK Lam, CB Raub, BM Chung Methods and protocols 3 (3), 56, 2020 | 7 | 2020 |
Morphology V Lam, P Sharma, T Nguyen, G Nehmetallah, C Raub, BM Chung Motility, and Cytoskeletal Architecture of Breast Cancer Cells Depend on …, 0 | 4 | |
Synthetic training of machine learning algorithms for holographic cell imaging B Bazow, T Phan, V Lam, CB Raub, G Nehmetallah Computational Imaging VI 11731, 1173102, 2021 | 2 | 2021 |
Electrofabricated chitosan membrane arrays and their physicochemical properties in microfluidics KL Ly, P Hu, LH Pham, V Lam, CB Raub, X Luo Proceedings of the 25th International Conference on Miniaturized Systems for …, 2021 | 1 | 2021 |
Machine learning (ML) and quantitative phase imaging scoring of epithelial and mesenchymal features of cancer cells VK Lam, T Nguyen, V Bui, BM Chung, LC Chang, G Nehmetallah, ... Computational Optical Sensing and Imaging, JTh2A. 16, 2020 | 1 | 2020 |
Apparatus, Optical system, and Method for digital holographic and polarization microscopy CB Raub, VK Lam, G Nehmetallah US Patent App. 18/075,393, 2024 | | 2024 |
Digital Holographic Microscopy to Assess Cell Behavior B Bazow, VK Lam, T Phan, BM Chung, G Nehmetallah, CB Raub Cell Viability Assays: Methods and Protocols, 247-266, 2023 | | 2023 |
Multi-Classification of Cell Lines using DHM and Machine Learning A Sun, V Lam, T Phan, LC Chang, G Nehmetallah, C Raub Digital Holography and Three-Dimensional Imaging, W5A. 23, 2022 | | 2022 |
Multi-class cell line classification using digital holographic microscopy and machine learning A Sun, V Lam, T Phan, LC Chang, G Nehmetallah, C Raub Big Data IV: Learning, Analytics, and Applications 12097, 222-233, 2022 | | 2022 |
Classification of Cancer Cells Using Digital Holographic Microscopy and Machine Learning to Predict Disease-Relevant Behavior VK Lam The Catholic University of America, 2021 | | 2021 |
Deep Learning (DL) Of Virtual Organelle Self-Coding For Fluorescence Microscopy T Nguyen, V Bui, A Thai, V Lam, CB Raub, LC Chang, G Nehmetallah Computational Optical Sensing and Imaging, JTh2A. 40, 2020 | | 2020 |
The effects of cytokeratin knock-out on breast cancer cell phase features assessed with telecentric digital holographic microscopy (DHM) and machine learning V Lam, G Nehmetallah, BM Chung, C Raub 3D Image Acquisition and Display: Technology, Perception and Applications …, 2018 | | 2018 |