Publications - CVOS Lab

J1

High-density theta burst stimulation (hdTBS) at 100 Hz triples the after-effects of the conventional intermittent TBS

A. Carney, T. Scott, O. Varlas, M. M. Haque, H. Nguyen, Y. Yang, and H. Lu

Transcranial Magnetic Stimulation, 8, 100326 (2026)

J2

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)

J3

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)

J4

DepthVision3D: A versatile deep learning dataset for 3D vision

S. Wang, H. Nguyen and Z. Wang

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

J5

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)

J6

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)

J7

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)

J8

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)

J9

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

A.H. Nguyen and Z. Wang

Sensors, 24, 3246 (2024)

J10

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)

J11

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)

J12

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

A.H. Nguyen and Z. Wang

Sensors, 23, 7284 (2023)

J13

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)

J14

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

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

Graph. Models, 126, 101171 (2023)

J15

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)

J16

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)

J17

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)

J18

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)

J19

Accurate 3D reconstruction via fringe-to-phase network

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

Measurement, 190, 110663 (2022)

J20

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

H. Nguyen and Z. Wang

Photonics, 8, 459 (2021)

J21

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)

J22

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)

J23

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)

J24

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)

J25

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

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

Sensors, 20, 3718 (2020)

J26

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)

J27

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)

J28

Three-dimensional facial digitization using advanced digital image correlation

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

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

J29

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)

J30

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)

J31

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)

J32

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

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

Opt. Eng., 53, 110502 (2014)

J33

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

Physics-Informed Input and Decomposed SSIM for Accurate Single-Shot 3D Reconstruction

Khang Nguyen, Khai T. Dinh, Ton That Long, Nguyen Trung Hieu, Zhaoyang Wang

In proceedings of IEEE International Conference on Communications and Electronics. ISBN 979-8-3195-4689-0. Nha Trang, Vietnam: IEEE Xplore Digital Library (August 2026)

C2

Focal Transcranial Magnetic Stimulation (TMS) of Rat Prefrontal Cortex Diminishes Incubation of Drug Seeking

Zilu Ma, Ying Duan, Nguyen Trung Hieu, Sabrina Lin, Md Mohaiminul Haque, Yavin Shaham, Hanbing Lu, Yihong Yang

In proceedings of Society of Biological Psychiatry Annual Meeting, No. 723. ISBN 0006-3223. New York City, New York: Elsevier (May 2026)

C3

Maturation of Dorsal Association Tracts During Preadolescence Links to Concurrent and Future Cognitive Performance and Transdiagnostic Psychopathology

Danni Wang, Christopher Hammond, Betty Jo Salmeron, Xiang Xiao, Laura Murray, Hong Gu, Tianye Zhai, Annika Quam, Justine Hill, Nguyen Trung Hieu, Hanbing Lu, Amy Janes, Thomas Ross, Yihong Yang

In proceedings of Society of Biological Psychiatry Annual Meeting, No. 50. ISBN 0006-3223. New York City, New York: Elsevier (May 2026)

C4

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 (January 12-15, 2026)

C5

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 (January 12-15, 2026)

C6

DepthVision3D: a versatile deep learning dataset for 3D imaging

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

Optica Imaging Congress 2025 (3D, DH, COSI, IS, pcAOP,RadIT), Seattle, Washington (August 18-21, 2025)

C7

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 (May 10-15, 2025)

C8

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 (February 19-22, 2023)

C9

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 (December 6–9, 2021)

C10

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 and Surgical Guidance Systems XVI, San Francisco (2018)

C11

3D shape measurement using image-matching-based techniques

Z. Wang and H. Nguyen

2017 SPIE Commercial + Scientific Sensing and Imaging, Anaheim, California (Apr 9-13, 2017)

C12

A demonstration of structured-illumination-based technique using commercial surgical endoscope

H. Le, H. Nguyen, Z. Wang, and J. Kang

CLEO: Applications and Technology (2017)

C13

3D endoscopic imaging using structured illumination technique for surgical guidance and assessment

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

2017 Advanced Biomedical and Clinical Diagnostic and Surgical Guidance Systems XV Conference, San Francisco, California (Jan 29-31, 2017)

C14

3D shape measurement of shiny object using fringe projection technique

H. Nguyen, Z. Wang, J. Quisberth

2015 SEM Annual Conference and Exposition on Experimental and Applied Mechanics, Costa Mesa, California (June 8-11, 2015)

C15

Accuracy comparison of fringe projection technique and 3D digital image correlation technique

Z. Wang, H. Nguyen, J. Quisberth

2015 SEM Annual Conference and Exposition on Experimental and Applied Mechanics, Costa Mesa, California (June 8-11, 2015)

C16

Acquisition of audio information from silent high speed video

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

2015 SEM Annual Conference and Exposition on Experimental and Applied Mechanics, Costa Mesa, California (June 8-11, 2015)

C17

Single-camera-based 3D DIC for fast-speed measurement

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

2014 SEM Annual Conference and Exposition on Experimental and Applied Mechanics, Greenville, South Carolina (June 2-5, 2014)

C18

Passive 3D face reconstruction with 3D digital image correlation

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

2014 SEM Annual Conference and Exposition on Experimental and Applied Mechanics, Greenville, South Carolina (June 2-5, 2014)

C19

Some practical considerations in high-speed 3D shape and deformation measurement using single-shot fringe projection technique

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

2014 SEM Annual Conference and Exposition on Experimental and Applied Mechanics, Greenville, South Carolina (June 2-5, 2014)

C20

Fast-speed, high-accuracy and real-time 3D imaging with fringe projection technique

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

2014 SEM Annual Conference and Exposition on Experimental and Applied Mechanics, Greenville, South Carolina (June 2-5, 2014)

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)