Publications - CVOS Lab

J1

Physics-Informed Multi-Channel Fusion for Single-Shot Fringe Projection-Based 3D Reconstruction

K. T. Dinh, K. V. Bui, H. Nguyen and Z. Wang

Opt. Lasers Eng., 203, 109819 (2026)

J2

Deviation in development of dorsal association tracts during preadolescence links to concurrent and future cognitive performance and transdiagnostic psychopathology

D. Wang, C. J. Hammond, B. J. Salmeron, X. Xiao, L. Murray, H. Gu, T. Zhai, A. Quam, J. Hill, H. Nguyen, H. Lu, A. Janes, T. J. Ross, and Y. Yang

Nat. Commun., 17, 2943 (2026)

J3

DepthVision3D: A versatile deep learning dataset for 3D vision

S. Wang, H. Nguyen and Z. Wang

Opt. Lasers Eng., 196, 109435 (2026)

J4

Modification of Brain Connectome on Association Between Adverse Childhood Experiences and Development of Mental Disorders in Preadolescence

X. Xiao, C.J. Hammond, B.J. Salmeron, D. Wang, H. Gu, T. Zhai, L. Murray, A. Quam, J. Hill, H. Nguyen, H. Lu, E.A. Hoffman, A.C. Janes, T.J. Ross, Y. Yang

JAMA Netw. Open, 8, e2533136 (2025)

J5

Functional MRI reveals regional changes of brain activity in rats following longitudinal focal high-density theta burst stimulation (hdTBS)

C.Q. Li, S. Hoffman, H. Nguyen, A. Carney, Y. Duan, Z. Ma, N. Zhang, Y. Yang, and H. Lu

Imaging Neurosci., 3, IMAG.a.92 (2025)

J6

AI-Powered Visual Sensors and Sensing: Where We Are and Where We Are Going

H. Nguyen, M. Vo, J. Hyatt and Z. Wang

Sensors, 25, 1758 (2025)

J7

Ultra-high frequency repetitive TMS at subthreshold intensity induces suprathreshold motor response via temporal summation

H. Nguyen, C. Li, S. Hoffman, Z. Deng, Y. Yang and H. Lu

J. Neural Eng., 21, 046044 (2024)

J8

Single-shot 3D Reconstruction via nonlinear Fringe Transformation: Supervised and Unsupervised Learning Approaches

A.H. Nguyen and Z. Wang

Sensors, 24, 3246 (2024)

J9

Brain Functional Connectome Defines a Transdiagnostic Dimension Shared by Cognitive Function and Psychopathology in Preadolescents

X. Xiao, C. Hammond, B. J. Salmeron, D. Wang, H. Gu, T. Zhai, H. Nguyen, H. Lu, T. J. Ross and Y. Yang

Biol. Psychiatry, 95, 1081-1090 (2024)

J10

High inductance magnetic-core coils have enhanced efficiency in inducing suprathreshold motor response in rats

H. Nguyen, S. Makaroff, C. Li, S. Hoffman, Y. Yang and H. Lu

Phys. Med. Biol., 68, 244001 (2023)

J11

Time-Distributed Framework for 3D Reconstruction Integrating Fringe Projection with Deep Learning

A.H. Nguyen and Z. Wang

Sensors, 23, 7284 (2023)

J12

Generalized fringe-to-phase framework for single-shot 3D reconstruction integrating structured light with deep learning

A.H. Nguyen, K. Ly, V.K. Lam and Z. Wang

Sensors, 23, 4209 (2023)

J13

Learning-based 3D imaging from single structured-light image

A.H. Nguyen, O. Rees, and Z. Wang

Graph. Models, 126, 101171 (2023)

J14

Modeling Transcranial Magnetic Stimulation Coils with Magnetic Cores

S. Makaroff, H. Nguyen, Q. Meng, H. Lu, A. Nummenmaam, and Z. Deng

J. Neural Eng., 20, 016028 (2023)

J15

Different structured-light patterns in single-shot 2D-to-3D image conversion using deep learning

A.H. Nguyen, B. Sun, C. Li, and Z. Wang

Appl. Opt., 61, 10105-10115 (2022)

J16

Single-shot 3D shape acquisition using a learning-based structured light technique

A.H. Nguyen, K. Ly, C. Li, and Z. Wang

Appl. Opt., 61, 8589-8599 (2022)

J17

A High-Density Theta Burst Paradigm Enhances the Aftereffects of Transcranial Magnetic Stimulation: Evidence from Focal Stimulation of Rat Motor Cortex

Q. Meng, H. Nguyen*, A. Vrana, S. Baldwin, C. Li, A. Giles, J. Wang, Y. Yang, and H. Lu (*co-first author)

Brain Stimul., 15, 833-842 (2022)

J18

Accurate 3D reconstruction via fringe-to-phase network

H. Nguyen, E. Novak, and Z. Wang

Measurement, 190, 110663 (2022)

J19

Accurate 3D Shape Reconstruction from Single Structured-Light Image via Fringe-to-Fringe Network

H. Nguyen and Z. Wang

Photonics, 8, 459 (2021)

J20

MIMONet: Structured-light 3D shape reconstruction by a multi-input multi-output network

H. Nguyen, K. Ly, T. Nguyen, Y. Wang, and Z. Wang

Appl. Opt., 60, 5134-5144 (2021)

J21

hNet: Single-shot 3D shape reconstruction using structured light and h-shaped global guidance network

H. Nguyen, K. Ly, T. Tran, Y. Wang, and Z. Wang

Results in Optics, 4, 100104 (2021)

J22

Three-dimensional Shape Reconstruction from Single-shot Speckle Image Using Deep Convolutional Neural Networks

H. Nguyen, T. Tran, Y. Wang, and Z. Wang

Opt. Lasers Eng., 143, 106639 (2021)

J23

Accuracy Assessment of Fringe Projection Profilometry and Digital Image Correlation Techniques for Three-dimensional Shape Measurements

H. Nguyen, J. Liang, Y. Wang, and Z. Wang

J. Phys. Photonics, 3, 014004 (2021)

J24

Single-Shot 3D Shape Reconstruction Using Structured Light and Deep Convolutional Neural Networks

H. Nguyen, Y. Wang, and Z. Wang

Sensors, 20, 3718 (2020)

J25

Real-time 3D shape measurement using 3LCD projection and deep machine learning

H. Nguyen, N. Dunne, H. Li, Y. Wang, and Z. Wang

Appl. Opt., 58, 7100-7109 (2019)

J26

Demonstration of a laparoscopic structured-illumination three-dimensional imaging system for guiding reconstructive bowel anastomosis

H. Le, H. Nguyen, Z. Wang, J. Opfermann, S. Leonard, A. Krieger, and J. Kang

J. Biomed. Opt., 23, 056009 (2018)

J27

Three-dimensional facial digitization using advanced digital image correlation

H. Nguyen, H. Kieu, Z. Wang, and H. Le

Appl. Opt., 57, 2188-2196 (2018)

J28

3D shape, deformation, and vibration measurements using infrared Kinect sensors and digital image correlation

H. Nguyen, Z. Wang, P. Jones and B. Zhao

Appl. Opt., 56, 9030-9037 (2017)

J29

Digital image correlation in experimental mechanics and image registration in computer vision: similarities, differences and complements

Z. Wang, H. Kieu, H. Nguyen, and M. Le

Opt. Lasers Eng., 65, 18-27 (2015)

J30

Real-time, high-accuracy 3D imaging and shape measurement

H. Nguyen, D. Nguyen, Z. Wang, H. Kieu, and M. Le

Appl. Opt., 54, A9-A17 (2015)

J31

Audio extraction from silent high-speed video using an optical technique

Z. Wang, H. Nguyen, and J. Quisberth

Opt. Eng., 53, 110502 (2014)

J32

Accurate 3D shape measurement of multiple separate objects with stereo vision

H. Kieu, T. Pan, Z. Wang, M. Le, H. Nguyen, and M. Vo

Meas. Sci. Techn., 25, 035401 (2014)

C1

Maturation of dorsal association tracts during preadolescence links to concurrent and future cognitive performance and transdiagnostic psychopathology

D. Wang, C. Hammond, B. J. Salmeron, X. Xiao, L. Murray, H. Gu, T. Zhai, A. Quam, J. Hill, H. Nguyen, H. Lu, A. Janes, T. Ross, Y. Yang

Society of Biological Psychiatry (SOBP) Annual Meeting, New York City, NY (2026)

C2

Focal transcranial magnetic stimulation (TMS) of rat prefrontal cortex diminishes incubation of drug seeking

Z. Ma, Y. Duan, H. Nguyen, S. Lin, M. M. Haque, Y. Shaham, H. Lu, Y. Yang

Society of Biological Psychiatry (SOBP) Annual Meeting, New York City, NY (2026)

C3

Maturation of dorsal association tracts during preadolescence links to concurrent and future cognitive performance and transdiagnostic psychopathology

D. Wang, C. Hammond, B. J. Salmeron, X. Xiao, L. Murray, H. Gu, T. Zhai, A. Quam, J. Hill, H. Nguyen, H. Lu, A. Janes, T. Ross, Y. Yang

ACNP 64th Annual Meeting, Nassau, Bahamas (2026)

C4

Focal transcranial magnetic stimulation (TMS) of rat medial prefrontal cortex prevents incubation of cocaine craving

H. Lu, S. Hoffman, Y. Duan, Z. Ma, H. Nguyen, A. Carney, T. Scott, O. Varlas, M. Haque, E. Stein, Z. Xi, Y. Shaham, Y. Yang

ACNP 64th Annual Meeting, Nassau, Bahamas (2026)

C5

CBV mapping reveals regional brain activity changes in rats following longitudinal focal Transcranial Magnetic Stimulation (TMS)

C.Q. Li, S. Hoffman, H. Nguyen, A. Vrana, A. Carney, Y. Duan, Z. Ma, N. Zhang, Y. Yang, and H. Lu

2025 ISMRM & ISMRT Annual Meeting & Exhibition, Honolulu, Hawaii (2025)

C6

DepthVision3D: a versatile deep learning dataset for 3D imaging

S. Wang, S. Wang, H. Nguyen, and Z. Wang

Optica Imaging Congress 2025, Seattle, Washington (2025)

C7

TMS via temporal summation: high-frequency rTMS at subthreshold intensity induces suprathreshold motor response in rats

H. Nguyen, C. Li, A. Giles, Y. Yang, and H. Lu

5th International Brain Stimulation Conference, Lisbon, Portugal (2023)

C8

Developing a robust awake rat model for mechanistic study of TMS effects with a focused coil

A. Vrana, S. Baldwin, Q. Meng, H. Nguyen, Y. Yang, and H. Lu

4th International Brain Stimulation Conference, Charleston, South Carolina (2021)

C9

An endoscopic 3D structured illumination imaging system for robotic anastomosis surgery (Conference Presentation)

H. Le, H. Nguyen, Z. Wang, et al.

SPIE BIOS Advanced Biomedical and Clinic Diagnostic, San Francisco (2018)

P1

Protocol to enhance therapeutic effects of transcranial magnetic stimulation

H. Lu, Q. Meng, H. Nguyen, Y. Yang

U.S. Application No. 18/076,071, Published June 8, 2023

T1

Enhancing the efficiency of focal TMS coils with magnetic cores

ISMRM 2022 Workshop on MRI of Neuromodulation, Bethesda, MD (October 2022)

T2

The magnetic-core coils with high inductance and high B field strength are more efficient in inducing suprathreshold motor response in rats

2nd Brain & Human Body Modeling Conference, Charlestown, MA (August 2022)