Medical College of Wisconsin
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CURRICULUM VITAE

Hualiang Zhong PhD
Associate Professor
Department of Radiation Oncology

OFFICE ADDRESS:
Froedtert East Clinics
9200 W Wisconsin Ave
Milwaukee, WI 53226
Fax: 414-805-4369

EDUCATION:
05/2000 PhD in Applied Mathematics, University of Western Ontario, London, ON, Canada
05/2001 MS in Computer Science, University of Ontario, London, ON, Canada
01/2006 Postdoc in Medical Imaging, Robarts Research Institute, London, ON, Canada

FACULTY APPOINTMENTS:
02/2006 - 07/2006 Instructor in Medical Physics, Department of Radiation Oncology, Virginia Commonwealth University, Richmond, VA
08/2006 - 07/2008 Assistant Professor in Medical Physics, Department of Radiation Oncology, Virginia Commonwealth University, Richmond, VA
08/2008 - 07/2011 Sr. Associate Physicist, Department of Radiation Oncology, Henry Ford Health System, Detroit, MI
08/2011 - 06/2018 Sr. Staff Physicist, Department of Radiation Oncology, Henry Ford Health System, Detroit, MI
07/2018 - Present Associate Professor, Department of Radiation Oncology, Medical College of Wisconsin, Milwaukee, WI

EDUCATIONAL ADMINISTRATIVE APPOINTMENTS:
2010 - 2018 Off-campus Faculty in Medical Physics, Department of Radiation Oncology, Wayne State University, Detroit, MI
2010 - 2018 Member, Developmental Therapeutics, JFCC, Henry Ford Health System
2012 Grant Reviewer for BMIT-B Study Section, National Institutes of Health
2013 Grant Reviewer for Early Career Research Grant, Central Michigan University
2015 - 2018 Adjunct Professor in Medical Physics, Department of Physics, Oakland University, Rochester, MI

SPECIALTY BOARDS AND CERTIFICATION:
Board Certified
Issue DateExpiration
ABR certification in Radiological Therapeutic Physics
2016
None
 
MEMBERSHIPS IN HONORARY AND PROFESSIONAL SOCIETIES:
American Society for Radiation Oncology (ASTRO) (Member)
American Association of Physicists in Medicine (AAPM) (Member)

RESEARCH GRANTS/AWARDS/CONTRACTS/PROJECTS:
Active
Peer Review
Title:
Physiological adaptive radiotherapy for prostate cancer treatment
Source:
American Cancer Society (RSG-15-137-01-CCE)
Role:
Co-investigator
PI:
Ning Wen, PhD
Dates:
01/2016 - 12/2019
 
Prior
Peer Review
Title:
An accurate dose mapping (reconstruction) method for adaptive treatment planning for lung and head and neck cancers
Source:
Research Contract, Varian Medical Systems
Role:
Co-investigator; 3 calendar months
PI:
Indrin Chetty, PhD
Dates:
2009 - 2011
 
Title:
To quantify deformable image registration errors in IGRT
Source:
R01 Research Grant from NIH/NCI
Role:
PI
PI:
Hualiang Zhong, PhD
Dates:
06/2010 - 05/2015
 
Title:
Clinical implementation and investigation of adaptive radiotherapy for prostate cancer
Source:
Varian Master Research Agreement, Varian Medical Systems
Role:
Co-investigator; 0.6 calendar months
PI:
Indrin Chetty, PhD
Dates:
2011 - 2018
 
Title:
Deformable image registration errors and dosimetric consequences in IGART
Source:
Henry Ford Research Bridge Funding
Role:
PI
PI:
Hualiang Zhong, PhD
Dates:
01/2016 - 06/2018
 

INVITED LECTURES/WORKSHOPS/PRESENTATIONS:
Regional
Zhong H, Weiss E, Siebers J, Detecting Dose Reconstruction Errors (Oral Presentation), American Association of Physicists in Medicine (AAPM), Minneapolis, MN, 07/22/2007 - 07/26/2007
Zhong H, Kim J, Glide-Hurst C, Chetty I, Dosimetric Consequences of Deformable Image Registration Errors for Lung SBRT Patients (Oral Presentation), American Association of Physicists in Medicine (AAPM), Indianapolis, IN, 08/04/2013 - 08/08/2013
Zhong H, Sharifi H, Kong FM, Chetty IJ, Quantification of parametric response maps for response-guided adaptive radiotherapy (Oral Presentation), American Association of Physicists in Medicine (AAPM), Nashville, TN, 07/29/2018 - 08/02/2018
 
National
Zhong H, Weiss E, Rosu M, Keall P, Williamson J, Siebers JV, A 4D Monte Carlo Dose Calculation Method for Clinical Applications (Oral Presentation), American Association of Physicists in Medicine (AAPM), Houston, TX, 07/27/2008 - 07/31/2008
Zhong H, Fragoso M, Patel S, Ajlouni M, Movsas B, Chetty IJ, A method to evaluate region-specific pulmonary function using 4D CT images for lung cancer patients undergoing radiation therapy (Oral Presentation), American Association of Physicists in Medicine (AAPM), Anaheim, CA, 07/26/2009 - 07/30/2009
Zhong H, Glide-Hurst C, Chetty I, Development of a Deformable Dosimetric Phantom for Verification of 4D Dose Calculation Algorithms (Oral Presentation), American Association of Physicists in Medicine (AAPM), Charlotte, NC, 07/29/2012 - 08/02/2012
Zhong H, Li S, Wen N, Chetty I, Movsas, B, Region-based Correction of Deformable Image Registration Errors for Adaptive Radiation Therapy (Oral Presentation), American Society for Radiation Oncology (ASTRO), Boston, MA, 10/28/2012 - 11/01/2012
Li M, Chetty I, Zhong H, Benchmark Image-based TCP Calculation for Evaluation of Lung SBRT Margins (Oral Presentation), American Association of Physicists in Medicine (AAPM), Austin, TX, 07/20/2014 - 07/24/2014
Zhong H, Gordon J, Chetty I, Kinetic modeling of tumor response to fractionated radiotherapy (Oral Presentation), American Association of Physicists in Medicine (AAPM), Austin, TX, 07/20/2014 - 07/24/2014
Zhong H, Li H, Gordon J, Chetty IJ, Movsas B, Can We Accurately Accumulate Dose to Regressing Tumors for Adaptive Treatment of Patients with Lung Cancer? (Oral Presentation), American Society for Radiation Oncology (ASTRO), San Antonio, TX, 10/18/2015 - 10/21/2015
Zhong H, Barten K, Movsas B, Chetty IJ, A Mathematical Model of Cancer Stem Cell Kinetics and Response to Radiation Therapy (Oral Presentation), American Association of Physicists in Medicine (AAPM), Denver, CO, 07/30/2017 - 08/03/2017
 
International
Zhong H, Siebers J, Quantitative evaluation of deformable image registration, International Symposium on Biomedical Imaging, Washington, DC, 2007
Zhong H, Kim J, Chetty I, Development of Benchmark Models to Investigate Displacement Errors in Deformable Image Registration, International Conference on the use of Computers in Radiation Therapy, Amsterdam, The Netherlands, 2010
Zhong H, Ding M, Movsas B, Chetty I, Development of a Patient-specific Model for Calculation of Pulmonary Function, Third International Conference on Digital Image Processing, Chendu, China, 04/2011
Zhong H, Li H, Siebers J, Chetty I, Monte Carlo-based Optimization for Lung SBRT Treatment Planning, Joint American Association of Physicists in Medicine (AAPM) / Canadian Organization of Medical Physicists (COMP), Vancouver, British Columbia, Canada, 07/31/2011 - 08/04/2011
Zhong H, Stanley N, Chetty I, A framework for 4D and adaptive planning workflow incorporating Monte Carlo-based optimization and dose calculation (Oral Presentation), Joint American Association of Physicists in Medicine (AAPM) / Canadian Organization of Medical Physicists (COMP), Vancouver, British Columbia, Canada, 07/31/2011 - 08/04/2011
Zhong H, Gordon J, Ajlouni M, Movsas B, Chetty IJ, Morphological Analysis of Deformable Image Registration on Regressed Tumors for Adaptive Radiotherapy of Lung Cancer Patients, Switzerland, 2015
Zhong H, Liu C, Mao W, Chetty IJ, Utilizing the Principle of Energy Conservation to Evaluate Dose Accumulation for Adaptive Treatment Planning, International Conference on the use of Computers in Radiation Therapy, London, UK, 06/2016
Zhong H, Sharifi H, Li H, Mao W, Chetty IJ, Prognostic Modeling and Analysis of Tumor Response to Fractionated Radiotherapy for Patients with Squamous Cell Lung Cancer, 5th International Work-Conference on Bioinformatics and Biomedical Engineering, Granada, Spain, 04/2017
 

MANUSCRIPT REVIEWER:
2005 - Present Medical Physics, Int. Journal of Rad. Onc. Bio Phys., Radiotherapy and Oncology, Physics in Medicine and Biology, Acta Oncology, Journal of Biomechanics, International Journal of Computer-Assisted Radiology and Surgery, IEEE Trans. Med Imaging, Nature-Scientific Report


BIBLIOGRAPHY
Refereed Journal Publications/Original Papers
1. Zhong H, Brown S, Devpura S, Li XA, Chetty IJ. Kinetic modeling of tumor regression incorporating the concept of cancer stem-like cells for patients with locally advanced lung cancer. Theor Biol Med Model. 2018 12 27;15(1):23. PMCID: PMC6307263
2. Sharifi H, Zhang H, Bagher-Ebadian H, Lu W, Ajlouni MI, Jin JY, Kong FS, Chetty IJ, Zhong H. Utilization of a hybrid finite-element based registration method to quantify heterogeneous tumor response for adaptive treatment for lung cancer patients. Phys Med Biol. 2018 03 21;63(6):065017. PMCID: PMC6242271
3. Mao W, Gardner SJ, Snyder KC, Wen NW, Zhong H, Li H, Jackson P, Shah M, Chetty IJ. On the improvement of CBCT image quality for soft tissue-based SRS localization. J Appl Clin Med Phys. 2018 Nov;19(6):177-184. PMCID: PMC6236842
4. Riyahi S, Choi W, Liu CJ, Zhong H, Wu AJ, Mechalakos JG, Lu W. Quantifying local tumor morphological changes with Jacobian map for prediction of pathologic tumor response to chemo-radiotherapy in locally advanced esophageal cancer. Phys Med Biol. 2018 07 19;63(14):145020. PMCID: PMC6064042
5. Xi J, Si X, Dong H, Zhong H. Effects of glottis motion on airflow and energy expenditure in a human upper airway model. European Journal of Mechanics - B/Fluids. Volume 72 (11), 23-37, 2018.
6. Zhong H, Chetty IJ. Adaptive radiotherapy for NSCLC patients: utilizing the principle of energy conservation to evaluate dose mapping operations. Phys Med Biol. 2017 Jun 7;62(11):4333-4345. PMCID: PMC5726231
7. Zhong H, Siddiqui SM, Movsas B, Chetty IJ. Evaluation of adaptive treatment planning for patients with non-small cell lung cancer. Phys Med Biol. 2017 Jun 7;62(11):4346-4360. PMCID: PMC5726229
8. Zhong H, Jin J, Technical advances and challenges in adaptive radiotherapy for patients with locally advanced NSCLC, Ann Radiat Ther Oncol. 2017; 1(1): 1008.
9. Zhong H, Chetty IJ. Caution Must Be Exercised When Performing Deformable Dose Accumulation for Tumors Undergoing Mass Changes During Fractionated Radiation Therapy. Int J Radiat Oncol Biol Phys. 2017 Jan 1;97(1):182-183. PMID: 27979447
10. Zhong H, Chetty I. In Reply to Hugo et al. Int J Radiat Oncol Biol Phys. 99(5): 1310. DOI: 10.1016/j.ijrobp.2017.08.049. 2017.
11. Qin Y, Zhong H, Wen N, Snyder K, Huang Y, Chetty IJ. Deriving detector-specific correction factors for rectangular small fields using a scintillator detector. J Appl Clin Med Phys. 2016 Nov 8;17(6):379-391. PMCID: PMC5690516
12. Zhong H, Adams J, Glide-Hurst C, Zhang H, Li H, Chetty IJ. Development of a deformable dosimetric phantom to verify dose accumulation algorithms for adaptive radiotherapy. J Med Phys. 2016 Apr-Jun;41(2):106-14. PMCID: PMC4870999
13. Gordon JJ, Snyder K, Zhong H, Barton K, Sun Z, Chetty IJ, Matuszak M, Ten Haken RK. Extracting the normal lung dose-response curve from clinical DVH data: a possible role for low dose hyper-radiosensitivity, increased radioresistance. Phys Med Biol. 2015 Sep 7;60(17):6719-32. PMCID: PMC4761430
14. Zhong H, Wen N, Gordon J, Movsas B, and Chetty I. An Adaptive MRI-CT Image Registration Method for MRI-guided Radiotherapy for Prostate Cancer Patients. Physics in Medicine and Biology. 60(7): 2837-2851, 2015.
15. Kumarasiri A, Liu C, Siddiqui F, Zhong H, Chetty IJ, Kim J. Target and organ dose estimation from intensity modulated head and neck radiation therapy using 3 deformable image registration algorithms. Pract Radiat Oncol. 2015 Jul-Aug;5(4):e317-25. PMID: 25752720
16. Zhang H, Zhong H, Barth RF, Cao M, Das IJ. Impact of dose size in single fraction spatially fractionated (grid) radiotherapy for melanoma. Med Phys. 2014 Feb;41(2):021727. PMID: 24506618
17. Li HS, Zhong H, Kim J, Glide-Hurst C, Gulam M, Nurushev TS, Chetty IJ. Direct dose mapping versus energy/mass transfer mapping for 4D dose accumulation: fundamental differences and dosimetric consequences. Phys Med Biol. 2014 Jan 6;59(1):173-88. PMCID: PMC3980482
18. Zhong H, Chetty I. A note on modeling of tumor regression for estimation of radiobiological parameters. Med Phys. 2014 Aug;41(8):081702. PMCID: PMC4105966
19. Kumarasiri A, Siddiqui F, Liu C, Yechieli R, Shah M, Pradhan D, Zhong H, Chetty IJ, Kim J. Deformable image registration based automatic CT-to-CT contour propagation for head and neck adaptive radiotherapy in the routine clinical setting. Med Phys. 2014 Dec;41(12):121712. PMID: 25471959
20. Li S, Glide-Hurst C, Lu M, Kim J, Wen N, Adams JN, Gordon J, Chetty IJ, Zhong H. Voxel-based statistical analysis of uncertainties associated with deformable image registration. Phys Med Biol. 2013 Sep 21;58(18):6481-94. PMCID: PMC4068011
21. Kim J, Kumar S, Liu C, Zhong H, Pradhan D, Shah M, Cattaneo R, Yechieli R, Robbins JR, Elshaikh MA, Chetty IJ. A novel approach for establishing benchmark CBCT/CT deformable image registrations in prostate cancer radiotherapy. Phys Med Biol. 2013 Nov 21;58(22):8077-97. PMCID: PMC4090712
22. Stanley N, Glide-Hurst C, Kim J, Adams J, Li S, Wen N, Chetty IJ, Zhong H. Using patient-specific phantoms to evaluate deformable image registration algorithms for adaptive radiation therapy. J Appl Clin Med Phys. 2013 Nov 4;14(6):4363. PMCID: PMC4041490
23. Wen N, Kumarasiri A, Nurushev T, Burmeister J, Xing L, Liu D, Glide-Hurst C, Kim J, Zhong H, Movsas B, Chetty IJ. An assessment of PTV margin based on actual accumulated dose for prostate cancer radiotherapy. Phys Med Biol. 2013 Nov 7;58(21):7733-44. PMCID: PMC4073000
24. Zhong H, Chetty IJ. Generation of a novel phase-space-based cylindrical dose kernel for IMRT optimization. Med Phys. 2012 May;39(5):2518-23. PMCID: PMC3344881
25. Glide-Hurst C, Chen D, Zhong H, Chetty IJ. Changes realized from extended bit-depth and metal artifact reduction in CT. Med Phys. 2013 Jun;40(6):061711. PMID: 23718590
26. Si XA, Xi J, Kim J, Zhou Y, Zhong H. Modeling of release position and ventilation effects on olfactory aerosol drug delivery. Respir Physiol Neurobiol. 2013 Mar 1;186(1):22-32. PMID: 23313127
27. Zhong H, Kim J, Li H, Nurushev T, Movsas B, Chetty IJ. A finite element method to correct deformable image registration errors in low-contrast regions. Phys Med Biol. 2012 Jun 7;57(11):3499-515. PMCID: PMC3360965
28. Wen N, Glide-Hurst C, Nurushev T, Xing L, Kim J, Zhong H, Liu D, Liu M, Burmeister J, Movsas B, Chetty IJ. Evaluation of the deformation and corresponding dosimetric implications in prostate cancer treatment. Phys Med Biol. 2012 Sep 7;57(17):5361-79. PMCID: PMC3652266
29. Jin JY, Kong FM, Liu D, Ren L, Li H, Zhong H, Movsas B, Chetty IJ. A TCP model incorporating setup uncertainty and tumor cell density variation in microscopic extension to guide treatment planning. Med Phys. 2011 Jan;38(1):439-48. PMID: 21361212
30. Zhong H, Jin JY, Ajlouni M, Movsas B, Chetty IJ. Measurement of regional compliance using 4DCT images for assessment of radiation treatment. Med Phys. 2011 Mar;38(3):1567-78. PMCID: PMC3060935
31. Yan C, Zhong H, Murphy M, Weiss E, Siebers JV. A pseudoinverse deformation vector field generator and its applications. Med Phys. 2010 Mar;37(3):1117-28. PMCID: PMC2837727
32. Zhong H, Kim J, Chetty I, Analysis of deformable image registration accuracy in radiation therapy, Medical Physics, 37: 970-970, 2010
33. Kim J, Hammoud R, Pradhan D, Zhong H, Jin RY, Movsas B, Chetty IJ. Prostate localization on daily cone-beam computed tomography images: accuracy assessment of similarity metrics. Int J Radiat Oncol Biol Phys. 2010 Jul 15;77(4):1257-65. PMID: 20378271
34. Zhong H, Siebers JV. Monte Carlo dose mapping on deforming anatomy. Phys Med Biol. 2009 Oct 7;54(19):5815-30. PMCID: PMC2849146
35. Siebers JV, Zhong H. An energy transfer method for 4D Monte Carlo dose calculation. Med Phys. 2008 Sep;35(9):4096-105. PMCID: PMC2663593
36. Zhong H, Weiss E, Siebers JV. Assessment of dose reconstruction errors in image-guided radiation therapy. Phys Med Biol. 2008 Feb 7;53(3):719-36. PMCID: PMC2819061
37. Suh Y, Weiss E, Zhong H, Fatyga M, Siebers JV, Keall PJ. A deliverable four-dimensional intensity-modulated radiation therapy-planning method for dynamic multileaf collimator tumor tracking delivery. Int J Radiat Oncol Biol Phys. 2008 Aug 1;71(5):1526-36. PMCID: PMC2600678
38. Zhong H, Peters T, Siebers JV. FEM-based evaluation of deformable image registration for radiation therapy. Phys Med Biol. 2007 Aug 21;52(16):4721-38. PMID: 17671331
39. Zhong H, Peters T. A real time hyperelastic tissue model. Comput Methods Biomech Biomed Engin. 2007 Jun;10(3):185-93. PMID: 17558647
40. Murphy MJ, Wei ZP, Fatyga M, Zhong H. Sensitivity of parametric deformable image registration to image noise. International Journal of Computer-Assisted Radiology and Surgery. 2: S52 – S53, 2007.
41. Zhong H, Wachowiak MP, Peters TM. A real time finite element based tissue simulation method incorporating nonlinear elastic behavior. Comput Methods Biomech Biomed Engin. 2005 Jun;8(3):177-89. PMID: 16214712
42. Zhong H, Wachowiak MP, Peters TM. Enhanced pre-computed finite element models for surgical simulation. Stud Health Technol Inform. 2005;111:622-8. PMID: 15718810
43. Boivin A., Zhong H. Completeness of systems of complex exponentials and the Lambert_W functions. Transactions of the American Mathematical Society, Vol. 359 (4); 1829-1849. 2007
44. Zhong H, Boivin A, Peters T. Explicit bounds of complex exponential frames. Journal of Inequalities and Applications. 1-12; doi:10.1155/JIA/2006/38173; 2006
45. Zhong H, Boivin A, The series expansion of complex exponentials. Houston Journal of Mathematics. Vol. 31 (3); 937-956. 2005
46. Zhong H. Entire functions that share one value with their derivatives. Kodai Math. J. Vol.18 (2): 250-259. 1995
47. Zhong H. A note on the iterates of exp(pzn-1+qzn). Bull. Malay. Math. Soc. Vol.17 (2). 1995
48. Zhong H. Unicity theorems for meromorphic functions with several deficient values. J. Nanjing U. of Aeronautics & Astronautics. Vol.27; No.2; 1995
49. Zhong H. On the convergence of the series Σν-1∞ δαθ (aν, f). J. Nanjing U. of Aeronautics & Astronautics. Vol.26; No.5; p582-587. 1994
50. Zhong H. A class of meromorphic functions with the maximum sum of deficiencies. Acta Math. Sinica. Vol.37(4): 544-550. 1994
51. Zhong H. An improvement of R. Nevanlinna's Second Fundamental Theorem. Advances in Mathematics (Chinese). Vol.22 (5): 449-453. 1993
52. Zhong H. Meromorphic functions with maximum sum of defects. J. Math. Res. Exposition. Vol.13 (4): 583-588. 1993
53. Zhong H. A generalization of F. Nevanlinna's Conjecture. Acta Math. Sinica. Vol.36 (1): 90-98. 1993
54. Zhong H. Non-Harmonic Fourier Series and Applications. PhD Thesis. U. of Western Ontario. 2000
55. Sharifi H, Brown S, McDonald GC, Chetty IJ, Zhong H. 4-Dimensional computed tomography-based ventilation and compliance images for quantification of radiation-induced changes in pulmonary function. J Med Imaging Radiat Oncol. 2019 Jun;63(3):370-377.
56. Xi J, April Si X, Dong H, Zhong H. Effects of glottis motion on airflow and energy expenditure in a human upper airway model European Journal of Mechanics, B/Fluids. November - December 2018;72:23-37.
57. Riyahi S, Choi W, Liu CJ, Nadeem S, Tan S, Zhong H, Chen W, Wu AJ, Mechalakos JG, Deasy JO, Lu W. Quantification of local metabolic tumor volume changes by registering blended PET-CT images for prediction of pathologic tumor response Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2018;11076 LNCS:31-41.
58. Zhong H, Chetty IJ. In Reply to Hugo et al. Int J Radiat Oncol Biol Phys. 2017 12 01;99(5):1310.
59. Zhong H, Siddiqui SM, Movsas B, Chetty IJ. Evaluation of adaptive treatment planning for patients with non-small cell lung cancer. Phys Med Biol. 2017 06 07;62(11):4346-4360. PMCID: PMC5726229
60. Zhong H, Chetty IJ. Caution Must Be Exercised When Performing Deformable Dose Accumulation for Tumors Undergoing Mass Changes During Fractionated Radiation Therapy. Int J Radiat Oncol Biol Phys. 2017 01 01;97(1):182-183.
61. Qin Y, Zhong H, Wen N, Snyder K, Huang Y, Chetty IJ. Deriving detector-specific correction factors for rectangular small fields using a scintillator detector. J Appl Clin Med Phys. 2016 11 08;17(6):379-391. PMCID: PMC5690516
62. Gordon JJ, Snyder K, Zhong H, Barton K, Sun Z, Chetty IJ, Matuszak M, Ten Haken RK. Extracting the normal lung dose-response curve from clinical DVH data: a possible role for low dose hyper-radiosensitivity, increased radioresistance. Phys Med Biol. 2015 Sep 07;60(17):6719-32. PMCID: PMC4761430
63. Zhong H, Chetty IJ. Adaptive radiotherapy for NSCLC patients: utilizing the principle of energy conservation to evaluate dose mapping operations. Phys Med Biol. 2017 06 07;62(11):4333-4345. PMCID: PMC5726231
64. Zhong H, Sharifi H, Li H, Mao W, Chetty IJ. Prognostic modeling and analysis of tumor response to fractionated radiotherapy for patients with squamous cell lung cancer Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2017;10209 LNCS:549-559.
65. Zhong H, Adams J, Glide-Hurst C, Zhang H, Li H, Chetty IJ. Development of a deformable dosimetric phantom to verify dose accumulation algorithms for adaptive radiotherapy. J Med Phys. 2016 Apr-Jun;41(2):106-14. PMCID: PMC4870999
66. Zhong H, Wen N, Gordon JJ, Elshaikh MA, Movsas B, Chetty IJ. An adaptive MR-CT registration method for MRI-guided prostate cancer radiotherapy. Phys Med Biol. 2015 Apr 07;60(7):2837-51. PMCID: PMC4386880
67. Kumarasiri A, Liu C, Siddiqui F, Zhong H, Chetty IJ, Kim J. Target and organ dose estimation from intensity modulated head and neck radiation therapy using 3 deformable image registration algorithms. Pract Radiat Oncol. 2015 Jul-Aug;5(4):e317-25.
68. Zhong H, Kim J, Gordon JJ, Brown SL, Movsas B, Chetty IJ. Morphological analysis of tumor regression and its impact on deformable image registration for adaptive radiotherapy of lung cancer patients IFMBE Proceedings. 2015;51:579-582.
69. Gordon JJ, Snyder K, Zhong H, Barton K, Sun Z, Chetty IJ, Matuszak M, Haken RKT. Radiation pneumonitis and low dose radiation hypersensitivity IFMBE Proceedings. 2015;51:1712-1716.
70. Liu C, Kumarasiri A, Kamal M, Chetvertkov M, Gordon J, Zhong H, Siddiqui F, Chetty IJ, Kim J. An automatic dosimetric and geometric tracking system for head and neck adaptive radiotherapy IFMBE Proceedings. 2015;51:570-574.
71. Kumarasiri A, Siddiqui F, Liu C, Yechieli R, Shah M, Pradhan D, Zhong H, Chetty IJ, Kim J. Deformable image registration based automatic CT-to-CT contour propagation for head and neck adaptive radiotherapy in the routine clinical setting. Med Phys. 2014 Dec;41(12):121712.
72. Zhong H, Chetty I. A note on modeling of tumor regression for estimation of radiobiological parameters. Med Phys. 2014 Aug;41(8):081702. PMCID: PMC4105966
73. Zhang H, Zhong H, Barth RF, Cao M, Das IJ. Impact of dose size in single fraction spatially fractionated (grid) radiotherapy for melanoma. Med Phys. 2014 Feb;41(2):021727.
74. Zhong H, Cai J, Glide-Hurst C, Chetty IJ. An adaptive finite element method to cope with a large scale lung deformation in magnetic resonance images 2014 IEEE 11th International Symposium on Biomedical Imaging, ISBI 2014. 29 July 2014:770-773.
75. Li HS, Zhong H, Kim J, Glide-Hurst C, Gulam M, Nurushev TS, Chetty IJ. Direct dose mapping versus energy/mass transfer mapping for 4D dose accumulation: fundamental differences and dosimetric consequences. Phys Med Biol. 2014 Jan 06;59(1):173-88. PMCID: PMC3980482
76. Stanley N, Glide-Hurst C, Kim J, Adams J, Li S, Wen N, Chetty IJ, Zhong H. Using patient-specific phantoms to evaluate deformable image registration algorithms for adaptive radiation therapy. J Appl Clin Med Phys. 2013 Nov 04;14(6):4363. PMCID: PMC4041490
77. Kim J, Kumar S, Liu C, Zhong H, Pradhan D, Shah M, Cattaneo R, Yechieli R, Robbins JR, Elshaikh MA, Chetty IJ. A novel approach for establishing benchmark CBCT/CT deformable image registrations in prostate cancer radiotherapy. Phys Med Biol. 2013 Nov 21;58(22):8077-97. PMCID: PMC4090712
78. Wen N, Kumarasiri A, Nurushev T, Burmeister J, Xing L, Liu D, Glide-Hurst C, Kim J, Zhong H, Movsas B, Chetty IJ. An assessment of PTV margin based on actual accumulated dose for prostate cancer radiotherapy. Phys Med Biol. 2013 Nov 07;58(21):7733-44. PMCID: PMC4073000
79. Li S, Glide-Hurst C, Lu M, Kim J, Wen N, Adams JN, Gordon J, Chetty IJ, Zhong H. Voxel-based statistical analysis of uncertainties associated with deformable image registration. Phys Med Biol. 2013 Sep 21;58(18):6481-94. PMCID: PMC4068011
80. Glide-Hurst C, Chen D, Zhong H, Chetty IJ. Changes realized from extended bit-depth and metal artifact reduction in CT. Med Phys. 2013 Jun;40(6):061711.
81. Si XA, Xi J, Kim J, Zhou Y, Zhong H. Modeling of release position and ventilation effects on olfactory aerosol drug delivery. Respir Physiol Neurobiol. 2013 Mar 01;186(1):22-32.
82. Zhong H, Kim J, Glide‐hurst C, Chetty I. TU‐C‐141‐11: Dosimetric Consequences of Deformable Image Registration Errors for Lung SBRT Patients Medical Physics. June 2013;40(6):436.
83. Adams J, Zhong H. TU‐C‐108‐01: Verification of Deformable Dose Calculation with Phantom Measurements Medical Physics. June 2013;40(6):430.
84. Wen N, Glide-Hurst C, Nurushev T, Xing L, Kim J, Zhong H, Liu D, Liu M, Burmeister J, Movsas B, Chetty IJ. Evaluation of the deformation and corresponding dosimetric implications in prostate cancer treatment. Phys Med Biol. 2012 Sep 07;57(17):5361-79. PMCID: PMC3652266
85. Zhong H, Kim J, Li H, Nurushev T, Movsas B, Chetty IJ. A finite element method to correct deformable image registration errors in low-contrast regions. Phys Med Biol. 2012 Jun 07;57(11):3499-515. PMCID: PMC3360965
86. Zhong H, Chetty IJ. Generation of a novel phase-space-based cylindrical dose kernel for IMRT optimization. Med Phys. 2012 May;39(5):2518-23. PMCID: PMC3344881
87. Kim J, Zhong H. TH‐A‐211‐02: Effects of Different Parameters on Deformable Image Registration Medical Physics. June 2012;39(6):3979.
88. Glide‐hurst C, Zhong H, Altman M, Chen D, Chetty I. WE‐C‐BRB‐01: Dosimetric Changes Realized from Extended Bit‐Depth and Metal Artifact Reduction in CT Medical Physics. June 2012;39(6):3943.
89. Stanley N, Zhong H, Glide‐hurst C, Chetty I, Movsas B. MO‐F‐BRA‐06: Systematic Evaluation of a Deformable Image Registration Algorithm from a Commercial Software Package Medical Physics. June 2012;39(6):3876.
90. li S, lu M, Kim J, Glide‐hurst C, Chetty I, Zhong H. MO‐F‐BRA‐04: Voxel‐Based Statistical Analysis of Deformable Image Registration Error via a Finite Element Method Medical Physics. June 2012;39(6):3875.
91. Zhong H, Glide‐hurst C, li H, Nurushev T, Movsas B, Chetty I. WE‐E‐BRB‐03: Development of a Deformable Dosimetric Phantom for Verification of 4D Dose Calculation Algorithms Medical Physics. June 2012;39(6):3956.
92. li HS, Chin K, Nurushev T, Kim J, Zhong H, Ryu S, Ajlouni M, Movsas B, Chetty IJ. TU‐C‐213CD‐09: Dosimetric Impact of the Interplay Effect on RapidArc versus IMRT Delivery of Lung Cancer Treatment Using SBRT Medical Physics. June 2012;39(6):3904.
93. Zhong H, Ding M, Movsas B, Chetty IJ. Development of a patient-specific model for calculation of pulmonary function Proceedings of SPIE - The International Society for Optical Engineering. 2011;8009.
94. Zhong H, Jin JY, Ajlouni M, Movsas B, Chetty IJ. Measurement of regional compliance using 4DCT images for assessment of radiation treatment. Med Phys. 2011 Mar;38(3):1567-78. PMCID: PMC3060935
95. Jin JY, Kong FM, Liu D, Ren L, Li H, Zhong H, Movsas B, Chetty IJ. A TCP model incorporating setup uncertainty and tumor cell density variation in microscopic extension to guide treatment planning. Med Phys. 2011 Jan;38(1):439-48.
96. li H, Zhong H, Kim J, Nurushev T, Glide‐hurst C, Gulam M, Chetty IJ. SU‐E‐T‐873: Dosimetric Difference Between Direct Dose Mapping and Energy/Mass Transfer Mapping for 4D Dose Accumulation Medical Physics. June 2011;38(6):3692.
97. Wen N, Glide‐hurst C, Chetty I, Nurushev T, Zhong H, Kim J. SU‐E‐T‐780: Evaluation of Margin‐Reduction Using a Framework for Image‐Guided Adaptive Radiotherapy (IGART) of Prostate Cancer in the Clinical Setting Medical Physics. June 2011;38(6):3670.
98. li H, Zhong H, Kim J, Nurushev T, Chetty I. SU‐E‐T‐874: Investigation of the Interplay Effect Between MLC and Lung Tumor Motions Using 4DCT and RPM Profile Data Medical Physics. June 2011;38(6):3692-3693.
99. Zhong H, Stanley N, Chetty I. SU‐D‐BRB‐05: A Framework for 4D and Adaptive Planning Workflow Incorporating Monte Carlo‐Based Optimization and Dose Calculation Medical Physics. June 2011;38(6):3383.
100. Zhong H, li H, Glide‐hurst C, Wen N, Siebers J, Nurushev T, Chetty I. SU‐E‐T‐689: Monte Carlo‐Based Optimization for Lung SBRT Treatment Planning Medical Physics. June 2011;38(6):3648.
101. Zhong H, Kim J, Chetty IJ. Analysis of deformable image registration accuracy using computational modeling. Med Phys. 2010 Mar;37(3):970-9. PMCID: PMC3188658
102. Kim J, Hammoud R, Pradhan D, Zhong H, Jin RY, Movsas B, Chetty IJ. Prostate localization on daily cone-beam computed tomography images: accuracy assessment of similarity metrics. Int J Radiat Oncol Biol Phys. 2010 Jul 15;77(4):1257-65.
103. Glide‐hurst C, Zhong H, Kim J, Chetty I. SU‐GG‐J‐50: The Role of 4DCT Sorting in Treatment Planning for Image‐Guided Radiation Therapy Medical Physics. June 2010;37(6):3156.
104. Zhong H, Kim J, Glide‐hurst C, Chetty I. SU‐GG‐J‐53: A Novel Dose Reconstruction Method for Four‐Dimensional Treatment Planning Medical Physics. June 2010;37(6):3157.
105. Yan C, Zhong H, Murphy M, Weiss E, Siebers JV. A pseudoinverse deformation vector field generator and its applications Medical Physics. 2010;37(3):1117-1128.
106. Kim J, Ren L, Jin J, Zhong H, Chetty IJ. SU‐DD‐A4‐03: Cone Beam Computed Tomography Reconstruction on Graphics Processing Units: Flat3D Texture Techniques Medical Physics. June 2010;37(6):3092.
107. Zhong H, Siebers JV. Monte Carlo dose mapping on deforming anatomy. Phys Med Biol. 2009 Oct 07;54(19):5815-30. PMCID: PMC2849146
108. Zhong H, Fragoso M, Patel S, Ajlouni M, Movsas B, Chetty I. WE‐C‐BRC‐08: A Method to Evaluate Region‐Specific Pulmonary Function Using 4D CT Images for Lung Cancer Patients Undergoing Radiation Therapy Medical Physics. June 2009;36(6):2762.
109. Zhong H, Fragoso M, Chetty I. SU‐FF‐J‐36: Efficient 4D Treatment Planning Using CT Datasets Synthesized Via Deformable Image Registration Medical Physics. June 2009;36(6):2483-2484.
110. Siebers JV, Zhong H. An energy transfer method for 4D Monte Carlo dose calculation. Med Phys. 2008 Sep;35(9):4096-105. PMCID: PMC2663593
111. Suh Y, Weiss E, Zhong H, Fatyga M, Siebers JV, Keall PJ. A deliverable four-dimensional intensity-modulated radiation therapy-planning method for dynamic multileaf collimator tumor tracking delivery. Int J Radiat Oncol Biol Phys. 2008 Aug 01;71(5):1526-36. PMCID: PMC2600678
112. Hsieh CY, Chen HM, Lin TH, Hsiao HY, Chu MY, Liao G, Zhong H. On the development of a new non-rigid image registration using deformation based grid generation Progress in Biomedical Optics and Imaging - Proceedings of SPIE. 2008;6914.
113. Hsiao HY, Chen HM, Lin TH, Hsieh CY, Chu MY, Liao G, Zhong H. A new parametric non-rigid image registration method based on Helmholtz's theorem Progress in Biomedical Optics and Imaging - Proceedings of SPIE. 2008;6914.
114. Zhong H, Weiss E, Siebers JV. Assessment of dose reconstruction errors in image-guided radiation therapy. Phys Med Biol. 2008 Feb 07;53(3):719-36. PMCID: PMC2819061
115. Zhong H, Siebers J. SU‐GG‐T‐57: Investigation of Dose Interpolation Errors with a 4D Monte Carlo Method Medical Physics. June 2008;35(6):2739.
116. Yan C, Zhong H, Murphy M, Weiss E, Siebers J. SU‐GG‐J‐13: A New Self‐Consistent Inverse Deformation Field Generator and Its Applications Medical Physics. June 2008;35(6):2681.
117. Zhong H, Weiss E, Rosu M, Keall P, Williamson J, Siebers J. MO‐E‐AUD B‐06: A 4D Monte Carlo Dose Calculation Method for Clinical Applications Medical Physics. June 2008;35(6):2875.
118. Zhong H, Siebers JV. Quantitative evaluation of deformable image registration 2007 4th IEEE International Symposium on Biomedical Imaging: From Nano to Macro - Proceedings. 2007:724-727.
119. Zhong H, Peters T, Siebers JV. FEM-based evaluation of deformable image registration for radiation therapy. Phys Med Biol. 2007 Aug 21;52(16):4721-38.
120. Zhong H, Peters T. A real time hyperelastic tissue model. Comput Methods Biomech Biomed Engin. 2007 Jun;10(3):185-93.
121. Boivin A, Zhong H. Completeness of systems of complex exponentials and the lambert W functions Transactions of the American Mathematical Society. April 2007;359(4):1829-1849.
122. Zhong H, Weiss E, Siebers J. TU‐C‐M100F‐07: Detecting Dose Reconstruction Errors Medical Physics. June 2007;34(6):2549.
123. Zhong H, Boivin A, Peters TM. Explicit bounds of complex exponential frames Journal of Inequalities and Applications. 2006;2006.
124. Zhong H, Peters TM. Exponential elastic model and its application in real-time simulation Progress in Biomedical Optics and Imaging - Proceedings of SPIE. 2006;6141.
125. Zhong H, Boivin A. On a class of non-harmonic Fourier series Houston Journal of Mathematics. 2005;31(3):937-957.
126. Zhong H, Wachowiak MP, Peters TM. A real time finite element based tissue simulation method incorporating nonlinear elastic behavior. Comput Methods Biomech Biomed Engin. 2005 Jun;8(3):177-89.
127. Zhong H, Wachowiak MP, Peters TM. Adaptive finite element technique for cutting in surgical simulation Progress in Biomedical Optics and Imaging - Proceedings of SPIE. 2005;5744(II):604-611.
128. Zhong H, Wachowiak MP, Peters TM. Enhanced pre-computed finite element models for surgical simulation. Stud Health Technol Inform. 2005;111:622-8.
129. Zhong H, Peters T. Po‐Poster ‐ 30: A method to estimate an exponential elastic model Medical Physics. July 2005;32(7):2415.
130. Sharifi H, McDonald GC, Lee JK, Ajlouni MI, Chetty IJ, Zhong H. Four-dimensional computed tomography-based biomechanical measurements of pulmonary function and their correlation with clinical outcome for lung stereotactic body radiation therapy patients. Quant Imaging Med Surg. 2019 Jul;9(7):1278-1287. PMCID: PMC6685808
 
Books, Chapters, and Reviews
1. Riyahi S, Choi W, Liu C, Nadeem S, Tan S, Zhong H, Chen W, Mechalakos J, Deasy JO. Quantification of Local Metabolic Tumor Volume Changes by Registering Blended PET-CT Images for Prediction of Pathologic Tumor Response. In book: Data Driven Treatment Response Assessment and Preterm, Perinatal, and Paediatric Image Analysis; pp.31-41. Lecture Notes in Computer Science. September, 2018
2. Zhong H, Sharifi H, Li H, Mao W, Chetty IJ. Prognostic Modeling and Analysis of Tumor Response to Fractionated Radiotherapy for Patients with Squamous Cell Lung Cancer. Bioinformatics and Biomedical Engineering; pp.549-559. Springer. April 2017. DOI: 10.1007/978-3-319-56154-7_49
3. Zhong H, Liu C, Mao W, Chetty IJ. Utilizing the Principle of Energy Conservation to Evaluate Dose Accumulation for Adaptive Treatment Planning. Proceeding of ICCR 2016 London, UK, 2016
4. Liu C, Kumarasiri A, Siddiqui F, Mao W, Zhong H, Chetty IJ. A Novel Automatic Dose Accumulation System for Head and Neck Adaptive Radiotherapy. Proceeding of ICCR 2016 London, UK, 2016
5. Zhong H, Gordon J, Ajlouni M, Movsas B, Chetty IJ. Morphological Analysis of Deformable Image Registration on Regressed Tumors for Adaptive Radiotherapy of Lung Cancer Patients.bWorld Congress on Medical Physics and Biomedical Engineering Vol. 51, edited by D.A. Jaffray. Springer International Publishing, Switzerland, 2015, pp. 579-582.
6. Gordon JJ, Snyder K, Zhong H, Barton K, Sun Z, Chetty IJ, Matuszak M, Ten Haken RK. Radiation Pneumonitis and Low Dose Radiation Hypersensitivity. World Congress on Medical Physics and Biomedical Engineering, Vol. 51; edited by D.A. Jaffray. Springer International Publishing, Switzerland, 2015, pp. 1712-1716.
7. Liu C, Kumarasiri A, Kamal M, Chetvertkov M, Gordon J, Zhong H, Siddiqui F, Chetty IJ, Kim J. An automatic dosimetric and geometric tracking system for head and neck adaptive radiotherapy. World Congress on Medical Physics and Biomedical Engineering, Vol. 51; edited by D.A. Jaffray, Springer International Publishing, Switzerland, 2015, pp. 570-574.
8. 8Zhong H, Cai J, Glide-Hurst C, Chetty I. An adaptive finite element method to cope with a large scale lung deformation in Magnetic Resonance images. Proc. IEEE International Symposium on Biomedical Imaging (ISBI), IEEE, Beijing, 2014, pp. 770-773, 2014
9. Zhong H, Ding M, Movsas B, Chetty I. Development of a Patient-specific Model for Calculation of Pulmonary Function. ICDIP 2011. Proc. SPIE Vol, 8009. Chendu, China 2011. doi:10.1117/12.896069
10. Kim J, Jin J, Zhong H, Patel SH, Movsas B, Rock J, Indrin J. Dosimetric Impact of Angular Deviations in Positioning for Spinal Radiosurgery. Proc. ICCR 2010 Amsterdam, The Netherlands, 2010
11. Zhong H, Kim J, Chetty I. Development of Benchmark Models to Investigate Displacement Errors in Deformable Image Registration. Proc. ICCR 2010, Amsterdam, The Netherlands, 2010
12. Hsieh CY, Chen H, Lin T H, Hsiao H Y, Chu M Y, Liao G, Zhong H. On the development of a new non-rigid image registration using deformation based grid generation. SPIE Medical Imaging; Vol 6914. 2008 doi: 10.1117/12.769811
13. Hsiao HY, Chen H, Lin T, Hsieh CY, Chu MY, Liao G and Zhong H. A new parametric non-rigid image registration work based on Helmholtz’s theorem. SPIE Medical Imaging; Vol 6914. 2008 doi:10.1117/12.770473
14. Zhong H, Siebers J. Quantitative evaluation of deformable image registration. Proc. IEEE International Symposium on Biomedical Imaging (ISBI), 724-727, Washington, D.C., 2007
15. Zhong H, Peters T. Exponential elastic model and its application in real-time simulation. Proc. SPIE Med. Image, Eds: Robert L. Galloway, Jr., Kevin R. Cleary, Vol. 6141, 286-294, SPIE Press. 2006
16. Zhong H, Peters T. Reconstruction of 3D elasticity images from a layered element chain. Proc. IEEE EMBC 2005, 1724-1727, Shanghai, China
17. Zhong H, Wachowiak M, Peters T. Adaptive finite element technique for cutting in surgical simulation. Proc. SPIE Med. Image, Eds: Robert L. Galloway, Jr., Kevin R. Cleary, Vol. 5744, 604-611, SPIE Press. 2005
 
Abstracts
1. Zhong H, Sharifi H, Kong FM, Chetty IJ, Characterization of Tumor Response with FDG-PET images for Adaptive Treatment of Lung Cancer Patients, ASTRO 2018, Int J Radiat Oncol Biol Phys. Vol 102, Issue (3), p505, 2018
2. Zhong H, Sharifi H, Kong FM, Li AX, Chetty IJ Quantification of parametric response maps for response-guided adaptive radiotherapy, Oral Presentation at AAPM 2018, Med Phys 45 (2018)
3. Sharifi H, Zhang H, Ajlouni M, Jin JJ, Kong FM, Chetty IJ, Zhong H, Investigation of heterogeneous tumor response in adaptive radiotherapy for patients with lung cancer, ASTRO 2017
4. Zhong H, Barten K, Movsas B, Chetty IJ, A Mathematical Model of Cancer Stem Cell Kinetics and Response to Radiation Therapy, Oral Presentation at AAPM 2017, Med Phys 44 (2017)
5. Sharifi H, Glide-Hurst C, Gopal A, Brown S, Chetty IJ, Movsas B, Zhong H, Evaluation of the Physiological Response to Fractionated Radiotherapy, AAPM 2017, Med Phys 44(2017)
6. Mao W, Snyder K, Gardner S, Wen N, Zhong H, Jackson P, Chetty I, On the Improvement of CBCT Image Quality for Soft Tissue-Based SRS Localization, AAPM 2017
7. Sharifi H, Zhang H, Jin JJ, Kong FM, Chetty IJ, Zhong H, A Novel Method for Registration of Mid-Treatment PET/CT Images Under Conditions of Tumor Regression for Patients with Locally Advanced Lung Cancers, Med. Phys. 43, 3738 (2016)
8. Li H, Zhong H, Qin Y, Snyder K, Chetty IJ, Wen N Accurate Stereotactic Cone TMRs Converted from PDDs Scanned with Ray Trace, Med. Phys. 43, 3591, (2016)
9. Liu C, Chetty IJ, Mao W, Kumarasiri A, Zhong H, Brown S, Siddiqui F, Deformable Dose Accumulation for Voxel-Based Dose Tracking of PTV Cold Spots for Adaptive Radiotherapy of the Head and Neck, Med. Phys. 43, 3421 (2016)
10. Mao W, Liu C, Zhong H, Rozario T, Lu W, Gu X, Yan Y, Jia X, Sumer B, Schwartz D, Pilot Study of Online Treatment Evaluation and Adaptive Re-Planning for Laryngeal SBRT, Med. Phys. 43, 3323 (2016)
11. Zhong H, Li H, Gordon J, Chetty IJ, Movsas B, Can We Accurately Accumulate Dose to Regressing Tumors for Adaptive Treatment of Patients with Lung Cancer? Oral Presentation at ASTRO 2015, San Antonio, TX? Int J Radiat Oncol Biol Phys. Vol. 93, Issue 3, S31, 2015
12. Zhong H, Stephen Brown, Chetty IJ Voxel-based Tracking of 18F-FDG PET Images for Evaluation of Treatment Response for NSCLC Patients, International Conference on Molecular Targets and Cancer Therapeutics, AACR-NCI, 2015, Mol Cancer Ther 2015
13. Zhong H, Li H, Gordon J, Chetty IJ, Elasticity functions based on 4DCT images to predict tumor and normal tissue response to radiation for patients with lung cancers, AAPM 2015, Medical Physics 06/2015; 42(6):3641
14. Li H, Zhong H, Song K, Snyder, Gordon J, Chetty IJ, Wen N, TMRs Calculated From PDDs Versus the Direct Measurements for Small Field SRS Cones, AAPM 2015, Medical Physics 06/2015; 42(6):3511.
15. Li M, Chetty I, Zhong H, Benchmark Image-based TCP Calculation for Evaluation of Lung SBRT Margins, AAPM 2014, Austin, TX, Medical Physics 06/2014; 41(6):161-161
16. Zhong H, Wen N, Gordon J, Movsas B, Chetty I, Deformable registration of MRI and CT images for MRI-guided radiotherapy, Oral Presentation at AAPM2014, Austin, TX, Medical Physics 06/2014; 41(6):538-538
17. Zhong H, Gordon J, Chetty I, Kinetic modeling of tumor response to fractionated radiotherapy, Oral Presentation at AAPM2014, Austin, TX, Medical Physics 06/2014; 41(6):570-570
18. Wen N, Glide-Hurst C, Zhong H, Kumarasiri A, Liu M, Chetty I, Evaluation of deformable image registration between MRI and CT images for Prostate Cancer radiotherapy, Oral presentation at AAPM2014, Austin, TX, Medical Physics 06/2014; 41(6):99-99
19. Gordon J, Chin K, Zhong H, Chetty I, A Radiation Pneumonitis Dose-Response Model Incorporating Non-Local Radiation-Induced Bystander Effect, Oral presentation at AAPM2014, Austin, TX, Medical Physics 06/2014; 41(6):108-108
20. Li H, Wang S, Zhong H, Kim J, Wen N, Gordon J, Chetty I, Measurement of Conical Cone Output Factors for the Varian Edge Linear Accelerator, AAPM2014, Austin, TX, Medical Physics 06/2014; 41(6):310-310
21. Song K, Kim J, Wen N, Li H, Snyder K, Zhong H, Gordon J, Chetty I, Quantitative Analysis of 2.5 MV Portal Imaging Performance Compared to KV and 6MV Portal Imaging On the Novel Edge LINAC, AAPM2014, Austin, TX, Medical Physics 06/2014; 41(6):190
22. Zhong H, Kim J, Glide-Hurst C, Chetty I, Dosimetric Consequences of Deformable Image Registration Errors for Lung SBRT Patients, Oral presentation at AAPM 2013, Indianapolis, IN, Medical Physics 06/2013; 40(6):436
23. Adams J, Zhong H, Verification of deformable dose calculation with phantom measurements, Oral Presentation at AAPM 2013, Indianapolis, IN, Medical Physics 06/2013; 40(6):430
24. Zhong H, Brown S, Chetty I J, Movsas B, Can We Use TCP to Predict Tumor Local Control? ASTRO 2013, Atlanta, Georgia, International Journal of Radiation OncologyBiologyPhysics 10/2013; 87(2):S690
25. Kim J, Kumar S, Liu C, Zhong H, Robbins J, Pradhan D, Elshaikh M, Chetty I J, A novel approach for establishing benchmark CBCT/CT deformable image registrations in prostate cancer radiotherapy, ASTRO 2013, Atlanta, Georgia
26. Zhong H, Chetty I, Patient Specific Quality Assurance for Adaptive Radiation Therapy, submitted to Joint Workshop: Technology for Innovation in Radiation Oncology, National Institutes of Health, Bethesda, MD 2013
27. Zhong H, Glide-Hurst C, Chetty I, Development of a Deformable Dosimetric Phantom for Verification of 4D Dose Calculation Algorithms, Oral presentation at AAPM 2012, Charlotte, NC, Medical Physics 06/2012; 39(6):395
28. Glide-Hurst C, Zhong H, Chetty I, Dosimetric Changes Realized From Extended Bit-Depth and Metal Artifact Reduction in CT, AAPM 2012, Charlotte, NC, Medical Physics 06/2012; 39(6):3943
29. Stanley N, Zhong H, Glide-Hurst, Systematic Evaluation of a Deformable Image Registration Algorithm From a Commercial Software Package, oral presentation at AAPM 2012, Charlotte, NC, Medical Physics 06/2012; 39(6):3876
30. Li H, Chin K, Zhong H, Chetty I, Dosimetric Impact of the Interplay Effect On RapidArc Versus IMRT Delivery of Lung Cancer Treatment Using SBRT, oral presentation at AAPM 2012, Charlotte, NC, Medical Physics 06/2012; 39(6):3904
31. Li S, Kim J, Chetty I, Zhong H, Voxel-Based Statistical Analysis of Deformable Image Registration Error Via a Finite Element Method, oral presentation at AAPM 2012, Charlotte, NC, Medical Physics 06/2012; 39(6):3875
32. Zhong H, Li S, Wen N, Chetty I, Movsas, B, Region-based Correction of Deformable Image Registration Errors for Adaptive Radiation Therapy, Oral presentation at ASTRO 2012, Boston, MA, International Journal of Radiation OncologyBiologyPhysics 11/2012; 84(3):S797
33. Li S, Zhong H, Wen N, Kim J, Glide-Hurst C, Chetty I J, On the Regional Cross Correlation Metric to Predict Displacement Errors in Deformable Image Registration, ASTRO 2012, Boston, MA
34. Kim J, Zhong H, Effects of Different Parameters on Deformable Image Registration, AAPM oral presentation, 2012, Medical Physics 06/2012; 39(6):3979
35. Zhong H, Li H, Siebers J, Chetty I, Monte Carlo-based Optimization for Lung SBRT Treatment Planning, Oral presentation at AAPM 2011, Medical Physics 01/2011; 38(6):3648.
36. Kumar S, Siddiqui M, Liu D, Wen N, Fraser C, Zhong H, Movsas B, Ajlouni M, Correlation Of Dose With Patterns Of Failure Following SABR-based Treatment Of NSCLC, ASTRO 2011, Miami, FL
37. Zhong H, Stanley N, Chetty I., A framework for 4D and adaptive planning workflow incorporating Monte Carlo-based optimization and dose calculation, Oral presentation AAPM 2011, Vancouver, Canada, Medical Physics 01/2011; 38(6):3383
38. Wen N, Glide-Hurst C, Nurushev T, Zhong H, Chetty I, Evaluation of Margin-Reduction Using a Framework for Image-Guided Adaptive Radiotherapy (IGART) of Prostate Cancer in the Clinical Setting, AAPM 2011, Vancouver, Canada, Medical Physics 01/2011; 38(6):3670
39. Chetty I, Li H, Kumar S, Siddiqui M, Liu D, Wen W, Fraser C, Zhong H, Correlation of Dose with Patterns of Failure following SABR-based Treatment of NSCLC, International Journal of Radiation Oncology • Biology • Physics, Vol. 81, Issue 2, S81–S82
40. Li H, Zhong H, Kim J, Nurushev T, Chetty I, Investigation of the Interplay Effect Between MLC and Lung Tumor Motions Using 4DCT and RPM Profile Data, AAPM 2011, Vancouver, Canada
41. Zhong H, Chetty I, Movsas B, Investigation of 4DCT-based Functional Images for Function-Guided Radiation Therapy, Cancer Imaging and Radiation Therapy Symposium, Atlanta, GA, 2011
42. Li H, Zhong H, Kim J, Nurushev T, Glide-Hurst C., Chetty I, Dosimetric Difference between Direct Dose Mapping and Energy/Mass Transfer Mapping for 4D Dose Accumulation, AAPM 2011, Vancouver, Canada
43. Zhong H, Kim J , Glide-Hurst C , Chetty I, A Mechanical Stress Model to Analyze Ventilation Changes in Normal Lung Tissue Following Radiation Therapy, Proc. ITART 2010 (Imaging for Treatment Assessment of Radiation Therapy), Maryland, 2010
44. Jin J-Y, Kong F-M, Liu D, Ren L, Li H, Zhong H, Movsas B, Chetty I, A TCP model incorporating setup uncertainty and tumor cell density variation to guide treatment planning, ASTRO, 2010
45. Zhong H, Kim J, Glide-Hurst C, Chetty I, A Novel Dose Reconstruction Method for Four-Dimensional Treatment Planning, AAPM 2010, (abstract) Med. Phy. Vol 37, 2010
46. Glide-Hurst C, Zhong H, Kim J, Chetty I, The Role of 4DCT Sorting in Treatment Planning for Image-Guided Radiation Therapy, AAPM 2010, (abstract) Med. Phy. Vol 37, 2010, Medical Physics 06/2010; 37(6).
47. Kim J, Ren L, Jin J, Zhong H, Chetty I J, Cone Beam Computed Tomography Reconstruction On Graphics Processing Units: Flat3D Texture Techniques, AAPM 2010, (abstract) Med. Phy. Vol 37, 2010
48. Zhong H, Fragoso M, Chetty I J, Efficient 4D treatment planning using CT datasets synthesized via deformable image registration, AAPM 2009, Medical Physics, vol 36, p.2483, 2009
49. Zhong H, Fragoso M, Patel S, Ajlouni M, Movsas B, Chetty I J, A method to evaluate region-specific pulmonary function using 4D CT images for lung cancer patients undergoing radiation therapy, Oral presentation at AAPM 2009, Medical Physics, vol 36, p.2762, 2009
50. Chetty I, Fragoso M, Zhong H, Wen N, Status of Monte Carlo treatment planning for electron and photon beams, Second European Workshop on Monte Carlo treatment Planning, Cardiff, UK, 2009
51. Zhong H, Kim J, Jin J, Nurushev T, Chetty I J, Mechanics Analysis of Parameterized Demons Image Registrations for Lung Patient Radiotherapy, Fifth Annual Biomedical Research Symposium at Univ. of Michigan, Ann Arbor, Nov, 2008
52. Siebers JV, Wang S, Gardner J, Zhong H, Gordon J, Kawrakow I, Fix M. Monte Carlo computation of pre-treatment and in-treatment dosimetric portal images. 10th International Workshop on Electronic Portal Imaging (EPI2K8). San Fransisco, CA; 2008
53. Zhong H, Siebers JV, Investigation of Dose Interpolation Errors with a 4D Monte Carlo Method, Abstract AAPM 2008, Medical Physics, Vol 35, p.2739, 2008
54. Yan C. Zhong H, Murphy M, Weiss E, Siebers J, A New Self-Consistent Inverse Deformation Field Generator and Its Applications, Medical Physics, vol.35, p. 2681, 2008
55. Zhong H, Weiss E., Siebers J., Detecting dose reconstruction errors, Oral presentation at Science Council Symposium, AAPM 2007, Abstract on Medical Physics, 2007 (6)
56. Suh Y, Weiss E, Zhong H, Fatyga M, Siebers JV, and Keall PJ, A deliverable 4D IMRT planning method for DMLC tumor tracking delivery, ASTRO, 2007
57. Zhong H, Wang A, Peters T, Powell’s method with an elastic model for non-rigid image registration, Proc. CMBEC29, June 1-3, 2006 Vancouver, Canada
58. Zhong H and Peters T, A method to estimate an exponential constitutive model, Proc. 51st Annual Scientific Meeting, Canadian Organization of Medical Physicists, Hamilton, Canada, Medical Physics, Vol. 32 (7), 2415, 2005.
59. Zhong H, Peters T, A new soft tissue modeling approach for surgical simulation, Abstract on Proc. 3rd Annual Imaging Symposium, Imaging Network Ontario, Toronto, Canada 2005