Deep learning approach for Fourier ptychography microscopy T Nguyen, Y Xue, Y Li, L Tian, G Nehmetallah Optics express 26 (20), 26470-26484, 2018 | 239 | 2018 |
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 | 215 | 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 | 75 | 2018 |
Accurate quantitative phase digital holographic microscopy with single-and multiple-wavelength telecentric and nontelecentric configurations T Nguyen, G Nehmetallah, C Raub, S Mathews, R Aylo Applied optics 55 (21), 5666-5683, 2016 | 44 | 2016 |
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 |
Computational optical tomography using 3-D deep convolutional neural networks TC Nguyen, V Bui, G Nehmetallah Optical Engineering 57 (4), 043111, 2018 | 43 | 2018 |
Computational Optical Tomography Using 3D Deep Convolutional Neural Networks (3D-DCNNs) T Nguyen, V Bui, G Nehmetallah | 43* | |
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 | 30 | 2019 |
Early Detection of Alzheimer’s Disease Using Patient Neuropsychological and Cognitive Data and Machine Learning Techniques I Almubark, LC Chang, T Nguyen, RS Turner, X Jiang 2019 IEEE International Conference on Big Data (Big Data), 5971-5973, 2019 | 28 | 2019 |
Fully automated, high speed, tomographic phase object reconstruction using the transport of intensity equation in transmission and reflection configurations T Nguyen, G Nehmetallah, D Tran, A Darudi, P Soltani Applied Optics 54 (35), 10443-10453, 2015 | 27 | 2015 |
A 5-min Cognitive Task With Deep Learning Accurately Detects Early Alzheimer's Disease I Almubark, LC Chang, KF Shattuck, T Nguyen, RS Turner, X Jiang Frontiers in Aging Neuroscience, 2020 | 16 | 2020 |
Non-interferometric tomography of phase objects using spatial light modulators T Nguyen, G Nehmetallah Journal of Imaging 2 (4), 30, 2016 | 15 | 2016 |
MIMONet: Structured-light 3D shape reconstruction via multi-input multi-output H Nguyen, K Ly, T Nguyen, Y Wang, Z Wang Training 6 (4), 2.31, 2021 | 14 | 2021 |
Virtual organelle self-coding for fluorescence imaging via adversarial learning TC Nguyen, V Bui, A Thai, VK Lam, CB Raub, LC Chang, G Nehmetallah Journal of Biomedical Optics 25 (9), 096009, 2020 | 12 | 2020 |
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, 2020 | 12 | 2020 |
Autofocusing of fluorescent microscopic images through deep learning convolutional neural networks T Nguyen, A Thai, P Adwani, G Nehmetallah Digital Holography and Three-Dimensional Imaging, W3A. 32, 2019 | 8 | 2019 |
Apparatus, optical system, and method for digital holographic microscopy T Nguyen, G Nehmetallah, V Bui US Patent 10,365,606, 2019 | 7 | 2019 |
3D high speed characterization of phase objects using the transport of intensity equation T Nguyen, G Nehmetallah, A Darudi, P Soltani Three-Dimensional Imaging, Visualization, and Display 2015 9495, 949512, 2015 | 7 | 2015 |
Latest advances in single and multiwavelength digital holography and holographic microscopy G Nehmetallah, L Williams, T Nguyen Holography for Breakthrough Applications, 2020 | 6 | 2020 |
Portable flow device using Fourier ptychography microscopy and deep learning for detection in biosignatures T Nguyen, S Aslam, D Bower, JL Eigenbrode, N Gorius, T Hewagama, ... Real-Time Image Processing and Deep Learning 2020 11401, 114010H, 2020 | 6 | 2020 |