Journal papers:

• 1. Thanh Nguyen, Vy Bui, Anh Thai, Van Lam, Christopher B. Raub, Lin-Ching Chang, George Nehmetallah, “Virtual organelle self-coding for fluorescence imaging via adversarial learning,” J. Biomed. Opt. 25(9), 096009, (2020).

  2. Almubark, I., Chang, L. C., Shattuck, K. F., Nguyen, T., Turner, R. S., & Jiang, X. . A 5-min Cognitive Task With Deep Learning Accurately Detects Early Alzheimer's Disease. Frontiers in aging neuroscience, 12, 603179, (2020).

  3. Lam, V. K., Sharma, P., Nguyen, T., Nehmetallah, G., Raub, C. B., & Chung, B. M., "Morphology, Motility, and Cytoskeletal Architecture of Breast Cancer Cells Depend on Keratin 19 and Substrate", Cytometry Part A, (2020).

  4. Van K. Lam, Thanh C. Nguyen, Vy Bui, Byung Min Chung, Lin-Ching Chang, George Nehmetallah, and Christopher B. Raub, "Quantitative scoring of epithelial and mesenchymal qualities of cancer cells using machine learning and quantitative phase imaging," Journal of Biomedical Optics 25(2), 026002 (18 February 2020).

  5. Thanh Nguyen, Yujia Xue, Yunzhe Li, Lei Tian, and George Nehmetallah, "Deep learning approach to Fourier ptychographic microscopy," Opt. Express 26, 26470-26484 (2018).

  6. Thanh Nguyen, Vy Bui, George Nehmetallah, "Computational optical tomography using 3-D deep convolutional neural networks," Optical Engineering 57(4), 043111 (2018).

  7. Van K. Lam, Thanh Nguyen, Byung M. Chung, George Nehmetallah, Christopher B. Raub, “Quantitative assessment of cancer cell morphology and motility using telecentric digital holographic microscopy and machine learning,” Cytometry Part A 93, 3 (2017).

  8. Thanh Nguyen, Vy Bui, Van Lam, Christopher B. Raub, Lin-Ching Chang, and George Nehmetallah, "Automatic phase aberration compensation for digital holographic microscopy based on deep learning background detection," Opt. Express 25, 15043-15057 (2017).

  9. Thanh Nguyen, George Nehmetallah, Christopher Raub, Scott Mathews, and Rola Aylo, "Accurate quantitative phase digital holographic microscopy with single- and multiple-wavelength telecentric and nontelecentric configurations," Appl. Opt. 55, 5666-5683 (2016).

  10. T. Nguyen, and G. Nehmetallah, "Non-interferometric tomography of phase objects using spatial light modulators," Journal of Imaging 2.4 (2016).

  11. Thanh Nguyen, George Nehmetallah, Dat Tran, Ahmad Darudi, and Peyman Soltani, "Fully automated, high speed, tomographic phase object reconstruction using the transport of intensity equation in transmission and reflection configurations," Appl. Opt. 54, 10443-10453 (2015)

  12. Thanh Nguyen, Loan T Bui, Nghia H Tran, Victor Frenkel, "Calibrating therapeutic ultrasound transducers: corrections for the effects of acoustic cavitation and acoustic streaming," Electronic Journal “Technical Acoustics”, http://www.ejta.org,( 2013).

Conference papers:

• 1. I. Almubark, L. Chang, T. Nguyen, R. S. Turner and X. Jiang, “Early Detection of Alzheimer’s Disease Using Patient Neuropsychological and Cognitive Data and Machine Learning Techniques,” 2019 IEEE International Conference on Big Data

  2. T. Nguyen, Y. Xue, W. Tahir, Y. Li, L. Tian, and G. Nehmetallah, “A deep-learning approach for high-speed Fourier ptychographic microscopy,” OSA Imaging and Applied Optics Congress.

  3. G. Nehmetallah and T. Nguyen, “3D Optical Diffraction Tomography Using Deep Learning”, OSA Imaging and Applied Optics Congress.

  4. Thanh Nguyen, George Nehmetallah, "2D and 3D computational optical imaging using deep convolutional neural networks (DCNNs)", Proc. SPIE 10667, Dimensional Optical Metrology and Inspection for Practical Applications VII, 1066702 (14 May 2018)

  5. T. Nguyen, V. Bui, D. Tran, and G. Nehmetallah, "Deep Learning Bi-telecentric Digital Holographic Microscopy for Aberration Compensation Applied to Cancer Cells," in Digital Holography and Three-Dimensional Imaging, OSA Technical Digest (online) (Optical Society of America, 2017), paper Tu2A.5.

  6. A. Mota, G. Salzer, R. Prata, T. Nguyen, and G. Nehmetallah, "Portable, Low-cost, Lensless DHM System Using RGB LEDs," in Digital Holography and Three-Dimensional Imaging, OSA Technical Digest (Optical Society of America, 2017), paper W2A.40.

  7. Thanh Nguyen, George Nehmetallah, Van Lam, Byung Min Chung, Christopher Raub, "Quantitative assessment of cancer cell morphology and movement using telecentric digital holographic microscopy", Proc. SPIE 10074, Quantitative Phase Imaging III, 100740U (21 February 2017).

  8. G. Nehmetallah and Thanh Nguyen, "Fast Tomographic TIE-Based Phase Imaging Using SLM," in Imaging and Applied Optics 2016, OSA Technical Digest (online) (Optical Society of America, 2016), paper DTh1E.2.

  9. G. Nehmetallah and T. Nguyen, "Optical and Digital Aberration Compensation in DHM," in Imaging and Applied Optics 2016, OSA Technical Digest (online) (Optical Society of America, 2016), paper JW4A.5.

  10. Georges Nehmetallah, Thanh Nguyen, Dat Tran, Ahmad Darudi, Peyman Soltani, "SLM-based tomography of phase objects using single-shot transport of intensity technique", Proc. SPIE 9868, Dimensional Optical Metrology and Inspection for Practical Applications V, 98680H (19 May 2016).

  11. Dat Tran, Anh Thai, Kiet Duong, Thanh Nguyen, Georges Nehmetallah, "Detailed analysis of an optimized FPP-based 3D imaging system", Proc. SPIE 9868, Dimensional Optical Metrology and Inspection for Practical Applications V, 986802 (19 May 2016).

  12. Thanh Nguyen, Georges Nehmetallah, Ahmad Darudi, Peyman Soltani, "3D high speed characterization of phase objects using the transport of intensity equation", Proc. SPIE 9495, Three-Dimensional Imaging, Visualization, and Display 2015, 949512 (22 May 2015).