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 | 217 | 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 | 78 | 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 | 43 | 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 | 33 | 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 | 9 | 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 |
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 |
Morphology V Lam, P Sharma, T Nguyen, G Nehmetallah, C Raub, BM Chung Motility, and Cytoskeletal Architecture of Breast Cancer Cells Depend on …, 0 | 2 | |
Epileptic Seizure Classification using Multidimensional EEG Spectrograms J Mutersbaugh, V Lam, MG Linguraur, SM Anwar 2023 19th International Symposium on Medical Information Processing and …, 2023 | 1 | 2023 |
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 | 1 | 2022 |
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 |
IMG-28. AUTOMATIC BRAIN TUMOR VOLUMETRIC ANALYSIS IN MAGNETIC RESONANCE IMAGING GENERALIZABLE TO PEDIATRIC NEURO-ONCOLOGY Z Jiang, D Capellán-Martín, A Parida, X Liu, V Lam, H Nisar, A Tapp, ... Neuro-Oncology 26 (Suppl 4), 0, 2024 | | 2024 |
Self-supervised learning for seizure classification using ECoG spectrograms V Lam, C Oliugbo, A Parida, MG Linguraru, SM Anwar Medical Imaging 2024: Computer-Aided Diagnosis 12927, 606-611, 2024 | | 2024 |
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 |
A Self-Supervised Learning Approach for High Throughput and High Content Cell Segmentation V Lam, JM Byers, M Robitaille, L Kaler, JA Christodoulides, M Raphael bioRxiv, 2024.05. 29.596446, 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 |