publications

publications by categories in reversed chronological order.



Journal Papers

2020

  1. MRM
    Accuracy, uncertainty, and adaptability of automatic myocardial ASL segmentation using deep CNN
    Do, Hung P., Guo, Yi, Yoon, Andrew J., and Nayak, Krishna S.
    Magnetic Resonance in Medicine 2020

2018

  1. JCMR
    Non-contrast assessment of microvascular integrity using arterial spin labeled cardiovascular magnetic resonance in a porcine model of acute myocardial infarction
    Do, Hung P., Ramanan, Venkat, Qi, Xiuling, Barry, Jennifer, Wright, Graham A., Ghugre, Nilesh R., and Nayak, Krishna S.
    Journal of Cardiovascular Magnetic Resonance Jul 2018

2017

  1. MRM
    Double-gated myocardial ASL perfusion imaging is robust to heart rate variation
    Do, Hung P., Yoon, Andrew J., Fong, Michael W., Saremi, Farhood, Barr, Mark L., and Nayak, Krishna S.
    Magnetic Resonance in Medicine 2017
  2. JMRI
    Assessment of segmental myocardial blood flow and myocardial perfusion reserve by adenosine-stress myocardial arterial spin labeling perfusion imaging
    Yoon, Andrew J., Do, Hung P., Cen, Steven, Fong, Michael W., Saremi, Farhood, Barr, Mark L., and Nayak, Krishna S.
    Journal of Magnetic Resonance Imaging 2017

2014

  1. JCMR
    Myocardial arterial spin labeling perfusion imaging with improved sensitivity
    Do, Hung P., Jao, Terrence R., and Nayak, Krishna S.
    Journal of Cardiovascular Magnetic Resonance Jan 2014

2008

  1. CIP
    On the new type of optical bio-sensor from DNA-wrapped carbon nanotubes
    Do, Hung P., Dao, Le Hien, Do, Nga T., Ngo, Van Thanh, and Nguyen, Ai Viet
    Communications in Physics Sep 2008




Patent Applications

2016

  1. WIPO
    SYNCHRONIZED MULTI-MODULE PULSED ARTERIAL SPIN LABELED MAGNETIC RESONANCE IMAGING
    Do, Hung P., Jao, Terrence R., and Nayak, Krishna S.
    International Patent Application No. WO/2016/089895 Jun 2016




Whitepapers

2022

  1. Canon Global Pending
    Good to Know: Multi-echo Ultrashort Echo Time (UTE)
    Do, Hung P.
    Canon Medical Systems Corporation, Japan, Mar 2022

2021

  1. Canon Global
    Good to Know: Advanced intelligent Clear-IQ Engine (AiCE) Deep Learning Reconstruction
    Do, Hung P.
    Canon Medical Systems Corporation, Japan, Jul 2021
  2. Canon USA
    Advanced intelligent Clear-IQ Engine (AiCE) Interpretable Model with Robust and Generalized Performance: Beyond Brain and Knee
    Do, Hung P., and Berkeley, Dawn
    Canon Medical Systems USA, Inc., Tustin, CA, May 2021

2020

  1. Canon USA
    Advanced intelligent Clear-IQ Engine (AiCE) Deep Learning Reconstruction: Effectively Removes Noise while Maintaining MR Signal
    Do, Hung P.
    Canon Medical Systems USA, Inc., Tustin, CA, Jul 2020
  2. Canon USA
    Advanced intelligent Clear-IQ Engine (AiCE) Deep Learning Reconstruction (DLR): Translating the Power of Deep Learning to MR Image Reconstruction
    Do, Hung P.
    Canon Medical Systems USA, Inc., Tustin, CA, Mar 2020

2019

  1. Canon USA
    k-t SPEEDER: A reference-free parallel imaging method for fast dynamic MRI
    Do, Hung P.
    Canon Medical Systems USA, Inc., Tustin, CA, Jan 2019




Conference Abstracts

2022

  1. ISMRM Submitted
    Visualizing Short T2* Tissues, Generating Associated T2* Map, and Producing CT-like Images of Bony Structures using Multi-echo UTE
    Do, H. P., Berkeley, D., Tymkiw, B., and Kadbi, M.
    Proceedings of the International Society for Magnetic Resonance in Medicine Scientific Sessions, May 2022
  2. ISMRM Submitted
    Deep Learning Denoising Reconstruction (DLR) Preserves Quantitative DWI and DCE Signal Intensity Measures in Prostate MRI
    Do, H. P., Tymkiw, B., Berkeley, D., and Kadbi, M.
    Proceedings of the International Society for Magnetic Resonance in Medicine Scientific Sessions, May 2022
  3. ISMRM Submitted
    Increased Resolution and Shortened Scan Time of T2-weighted Prostate MRI using Deep Learning Denoising Reconstruction at 1.5T
    Do, H. P., Berkeley, D., Tymkiw, B., and Kadbi, M.
    Proceedings of the International Society for Magnetic Resonance in Medicine Scientific Sessions, May 2022

2021

  1. RSNA
    Developing a Framework for Prospective Evaluation of MRI Deep Learning Reconstruction: A Case Study of Higher Resolution and Higher Image Quality in Shorter Scan Time
    Do, H. P., Lockard, C., Berkeley, D., Tymkiw, B., Dulude, N., Tashman, S., Gold, G., Kelly, E., and Ho, C.
    Proceedings of the Radiological Society of North America Scientific Sessions, Dec 2021
  2. RSNA Oral
    Blinded Reader Validation Study for Generalizable Deep Learning Denoising Reconstruction (DLR) Throughout Multiple Anatomies at 1.5T And 3T
    Caruthers, S., Falls, Y., Do, H. P., Kadbi, M., Ishimoto, T., Shinoda, K., Taguchi, A., and Kelly, E.
    Proceedings of the Radiological Society of North America Scientific Sessions, Dec 2021
  3. RSNA
    Application of Deep Learning Reconstruction in MR: Higher Resolution MR Imaging in Shorter Scan Time
    Kadbi, M., Berkeley, D., Tymkiw, B., Do, H. P., and Kelly, E.
    Proceedings of the Radiological Society of North America Scientific Sessions, Dec 2021
  4. RSNA Oral
    Evaluation of Image Quality and Artifact in Deep Learning Reconstruction Method Using an ACR Phantom
    Kadbi, M., Trent, J., Do, H. P., and Kelly, E.
    Proceedings of the Radiological Society of North America Scientific Sessions, Dec 2021
  5. ASTRO
    Deep Learning Reconstruction Helps to Achieve Diagnostic-like Image Quality in MR Radiation Therapy of Brain
    Kadbi, M., Berkeley, D., Tymkiw, B., Do, H. P., and Kelly, E.
    Proceedings of the American Society for Radiation Oncology Scientific Sessions, Oct 2021
  6. ISMRM
    Higher Resolution with Improved Image Quality without Increased Scan Time: Is It Possible with MRI Deep Learning Reconstruction?
    Do, H. P., Lockard, C., Berkeley, D., Tymkiw, B., Dulude, N., Tashman, S., Gold, G., Kelly, E., and Ho, C.
    Proceedings of the International Society for Magnetic Resonance in Medicine Scientific Sessions, May 2021
  7. ISMRM
    Prospective Performance Evaluation of the Deep Learning Reconstruction Method at 1.5T: A Multi-Anatomy and Multi-Reader Study
    Do, H. P., Kadbi, M., Berkeley, D., Tymkiw, B., and Kelly, E.
    Proceedings of the International Society for Magnetic Resonance in Medicine Scientific Sessions, May 2021
  8. ISMRM
    A Paradigm Shift in MR Physics with Deep Learning Reconstruction: Higher Image Quality and Spatial Resolution in Shorter Scan Time
    Kadbi, M., Berkeley, D., Tymkiw, B., Do, H. P., and Kelly, E.
    Proceedings of the International Society for Magnetic Resonance in Medicine Scientific Sessions, May 2021
  9. ISMRM
    Initial Results of a Novel High-Resolution 3D-FSE Based Protocol for Silicone Breast Implant Screening
    Zaidi, T., Mugler, J., Hood, M., Garra, B., Do, H. P., Mo, K., and Rajan, S.
    Proceedings of the International Society for Magnetic Resonance in Medicine Scientific Sessions, May 2021
  10. JSRT
    Evaluation of the Versatility of the Advanced intelligent Clear-IQ Engine (AiCE) in MR for Various Sites and Contrast Types
    Taguchi, A., Ishimoto, T., Do, H. P., Mo, K., and Shinoda, K.
    Proceedings of the Japan Society of Radiological Technology Scientific Sessions, Apr 2021

2020

  1. ISMRM
    Clinical Image Quality Evaluation for Field Strength and Contrast Independence of Deep Learning Reconstruction
    Kelly, E., Do, H. P., Berkeley, D., and Furuyama, J.
    Proceedings of the International Society for Magnetic Resonance in Medicine Scientific Sessions, Aug 2020

2019

  1. RSNA
    Ultrashort Echo Time (UTE) Imaging: Review of Technique and Musculoskeletal Applications with Examples of Utility in the Knee
    Matcuk, G., Gholamrezanezhad, A., Do, H. P., Franco, M., and Desai, B.
    Proceedings of the Radiological Society of North America Education Exhibits, Nov 2019
  2. SCMR Oral
    DnoiseNET: Deep Convolutional Neural Network for Image Denoising
    Do, H. P., Yoon, A., and Nayak, K.
    The Proceedings of the ISMRM & SCMR Co-Provided Workshop on the Emerging Role of Machine Learning in Cardiovascular Magnetic Resonance Imaging, Feb 2019
  3. ISMRM Oral
    Deep Convolutional Neural Network for Segmentation of Myocardial ASL Short-Axis Data: Accuracy, Uncertainty, and Adaptability
    Do, H. P., Guo, Y., Yoon, A., and Nayak, K.
    The Proceedings of the ISMRM Workshop on Machine Learning Part 2, Oct 2019
  4. ISMRM
    Optimization of Steady-Pulsed Arterial Spin Labeling for Myocardial Perfusion Imaging
    Javed, A., Lee, N., Do, H. P., Ghugre, N., Wright, G., Wong, E., and Nayak, K.
    Proceedings of the International Society for Magnetic Resonance in Medicine Scientific Sessions, May 2019

2018

  1. RSNA
    Compressed Sensing Magnetic Resonance Imaging (CS-MRI) for Accelerated Knee MR Imaging
    Matcuk, G., Do, H. P., Gross, J., Fields, B., Franco, M., and Desai, B.
    Proceedings of the Radiological Society of North America Education Exhibits, Nov 2018
  2. SCMR
    Optimal Flip Angle for Steady Pulsed Arterial Spin Labeled CMR
    Do, H. P., Jao, T., Ramanan, V., Wright, G., Ghugre, N., and Nayak, K.
    The Proceedings of the ISMRM & SCMR Co-provided Workshop on CMR in Ischemic Heart Disease, Feb 2018
  3. SCMR
    Coronary Endothelial Function Testing using Continuous Cardiac ASL-CMR
    Javed, A., Do, H. P., Yoon, A., Nayak, K., and Garg, P.
    The Proceedings of the ISMRM & SCMR Co-provided Workshop on CMR in Ischemic Heart Disease, Feb 2018

2017

  1. ISMRM
    Physiologically Synchronized Multi-Module Pulsed Arterial Spin Labeled (SymPASL) MRI
    Do, H. P., and Nayak, K.
    Proceedings of the International Society for Magnetic Resonance in Medicine Scientific Sessions, Apr 2017
  2. ISMRM Power Pitch (top 2%)
    Non-contrast Assessment of Vasodilator Response using Native Myocardial T1 and T2 Mapping and Arterial Spin Labeled CMR
    Ghugre, N., Do, H. P., Chu, K., Ramanan, V., Nayak, K., and Wright, G.
    Proceedings of the International Society for Magnetic Resonance in Medicine Scientific Sessions, Apr 2017
  3. ISMRM
    Comparison of Renal Blood Flow Measurements Obtained using ASL-MRI and CT Perfusion
    Landes, V., Ferguson, C., Do, H. P., Woollard, J., Krier, J., Lerman, L., and Nayak, K.
    Proceedings of the International Society for Magnetic Resonance in Medicine Scientific Sessions, Apr 2017
  4. SCMR Oral
    Vasodilator Response in Heart Transplant Recipients using T1-based Myocardial Blood Volume Mapping
    Do, H. P., Yoon, A., Fong, M., Grazette, L., Saremi, F., Barr, M., and Nayak, K.
    The Proceedings of the ISMRM & SCMR Co-provided Workshop, Feb 2017
  5. SCMR Moderated Poster
    Contrast Free Assessment of Vasodilator Response using Myocardial T2 BOLD and Arterial Spin Labeled CMR
    Ghugre, N., Do, H. P., Ramanan, V., Nayak, K., and Wright, G.
    Proceedings of the Society for Cardiovascular Magnetic Resonance Scientific Sessions, Feb 2017

2016

  1. ISMRM Oral
    Non-contrast Vasodilator Response Assessment in a porcine model of Acute Myocardial Infarction using Arterial Spin Labeled CMR
    Do, H. P., Ramanan, V., Wright, G., Ghugre, N., and Nayak, K.
    Proceedings of the International Society for Magnetic Resonance in Medicine Scientific Sessions, May 2016
  2. ISMRM
    Double-gated Myocardial Arterial Spin Labeled Perfusion Imaging provides Insensitivity to Heart Rate Variation
    Do, H. P., Yoon, A., Fong, M., Saremi, F., Barr, M., and Nayak, K.
    Proceedings of the International Society for Magnetic Resonance in Medicine Scientific Sessions, May 2016
  3. ISMRM
    Myocardial Arterial Spin Labeled Perfusion Imaging using Modified Look-Locker Inversion Recovery (MOLLI)
    Do, H. P., and Nayak, K.
    Proceedings of the International Society for Magnetic Resonance in Medicine Scientific Sessions, May 2016
  4. SCMR Oral
    Non-contrast Myocardial Perfusion Assessment in Porcine Acute Myocardial Infarction using Arterial Spin Labeled CMR
    Do, H. P., Ramanan, V., Jao, T., Wright, G., Nayak, K., and Ghugre, N.
    Proceedings of the Society for Cardiovascular Magnetic Resonance Scientific Sessions, Feb 2016
  5. SCMR
    Myocardial ASL-CMR Perfusion Imaging with Improved Sensitivity using GRAPPA
    Jao, T., Do, H. P., and Nayak, K.
    Proceedings of the Society for Cardiovascular Magnetic Resonance Scientific Sessions, Feb 2016

2015

  1. SCMR
    Arterial Spin Labeling CMR Perfusion Imaging is Capable of Continuously Monitoring Myocardial Blood Flow during Stress
    Do, H. P., Javed, A., Jao, T., Kim, H., Yoon, A., and Nayak, K.
    Proceedings of the Society for Cardiovascular Magnetic Resonance Scientific Sessions, Feb 2015

2014

  1. BMES
    Temporal SNR of Myocardial ASL does not Increase with Improved Spatial Consistency of Background Suppression
    Jao, T., Do, H. P., and Nayak, K.
    Proceedings of the Biomedical Engineering Society Scientific Sessions, Oct 2014
  2. ISMRM
    Myocardial Arterial Spin Labeling with Improved Sensitivity to Myocardial Blood Flow using Parallel Imaging
    Do, H. P., Jao, T., and Nayak, K.
    Proceedings of the International Society for Magnetic Resonance in Medicine Scientific Sessions, May 2014

2013

  1. ISMRM
    In Vivo Performance of Myocardial Background Suppression
    Jao, T., Do, H. P., and Nayak, K.
    Proceedings of the International Society for Magnetic Resonance in Medicine Scientific Sessions, Apr 2013

2011

  1. ISMRM
    Magnetization Transfer Effects in Wideband Steady State Free Precession (wb-SSFP)
    Do, H. P., Lebel, M., and Nayak, K.
    Proceedings of the International Society for Magnetic Resonance in Medicine Scientific Sessions, May 2011

2007

  1. NCTP Oral
    On the New Type of Optical Bio-sensor from DNA-wrapped Carbon Nanotubes
    Do, H. P., Dao, H., Do, N., Ngo, T., and Nguyen, V.
    Proceedings of the Vietnam National Conference on Theoretical Physics Scientific Sessions, Aug 2007