
Guillaume Cazoulat
Department of Imaging Physics, Division of Diagnostic Imaging
Present Title & Affiliation
Primary Appointment
Assistant Professor, Department of Imaging Physics, Division of Diagnostic Imaging, The University of Texas MD Anderson Cancer Center, Houston, TX
Education & Training
Degree-Granting Education
2013 | University of Rennes 1 - LTSI, France, Rennes, FRA, PHD, Image-guided radiotherapy of prostate cancer: toward the integration of anatomical variations |
2008 | University of Rennes 1, France, Rennes, FRA, MS, Signal and Image Processing |
2006 | University of Rennes 1, France, Rennes, FRA, BS, Electronics and Information Processing |
Postgraduate Training
2014-2016 | Postdoctoral Research Fellow, University of Michigan - Department of Radiation Oncology, Ann Arbor, MI |
Honors & Awards
2021 | Editor's Choice in Medical Physics February 2021, American Association of Physicists in Medicine |
2019 | Top performer of the Computed Tomography Ventilation Imaging Challenge (CTVIE), American Association of Physicists in Medicine |
Selected Publications
Peer-Reviewed Articles
- Rigaud B, Anderson BM, Yu ZH, Gobeli M, Cazoulat G, Söderberg J, Samuelsson E, Lidberg D, Ward C, Taku N, Cardenas C, Rhee DJ, Venkatesan AM, Peterson CB, Court L, Svensson S, Löfman F, Klopp AH, Brock KK. Automatic segmentation using deep learning to enable online dose optimization during adaptive radiotherapy of cervical cancer. Int J Radiat Oncol Biol Phys 109(4):1096-1110, 2021. e-Pub 2020. PMID: 33181248.
- Cazoulat G, Balter JM, Matuszak MM, Jolly S, Owen D, Brock KK. Mapping lung ventilation through stress maps derived from biomechanical models of the lung. Med Phys 48(2):715-723, 2021. e-Pub 2020. PMID: 33617034.
- Lesage AC, Rajaram R, L Tam A, Rigaud B, K Brock K, C Rice D, Cazoulat G. Preliminary evaluation of biomechanical modeling of lung deflation during minimally invasive surgery using pneumothorax computed tomography scans. Phys Med Biol 65(22):225010, 2020. e-Pub 2020. PMID: 32906090.
- McCulloch MM, Cazoulat G, Ford AC, Elgohari B, Bahig H, Kim AD, Elhalawani H, He R, Wang J, Ding Y, Mohamed AS, Polan DF, King JB, Peterson CB, Ohrt AN, Fuller CD, Lai SY, Brock KK. Biomechanical Modeling of Radiation Dose-Induced Volumetric Changes of the Parotid Glands for Deformable Image Registration. Phys Med Biol 65(16):165017, 2020. e-Pub 2020. PMID: 32320955.
- Sen A, Anderson BM, Cazoulat G, McCulloch MM, Elganainy D, McDonald BA, He Y, Mohamed ASR, Elgohari BA, Zaid M, Koay EJ, Brock KK. Accuracy of deformable image registration techniques for alignment of longitudinal cholangiocarcinoma CT Images. Med Phys 47(4):1670-1679, 2020. e-Pub 2020. PMID: 31958147.
- Rigaud B, Cazoulat G, Vedam S, Venkatesan AM, Peterson CB, Taku N, Klopp AH, Brock KK. Modeling Complex Deformations of the Sigmoid Colon Between External Beam Radiation Therapy and Brachytherapy Images of Cervical Cancer. Int J Radiat Oncol Biol Phys 106(5):1084-1094, 2020. e-Pub 2020. PMID: 32029345.
- Cazoulat G, Elganainy D, Anderson BM, Zaid M, Park PC, Koay EJ, Brock KK. Vasculature-Driven Biomechanical Deformable Image Registration of Longitudinal Liver Cholangiocarcinoma Computed Tomographic Scans. Adv Radiat Oncol 5(2):269-278, 2020. e-Pub 2019. PMID: 32280827.
- Rigaud B, Simon A, Castelli J, Lafond C, Acosta O, Haigron P, Cazoulat G, de Crevoisier R. Deformable image registration for radiation therapy: principle, methods, applications and evaluation. Acta Oncol 58(9):1225-1237, 2019. e-Pub 2019. PMID: 31155990.
- McCulloch MM, Anderson BM, Cazoulat G, Peterson CB, Mohamed ASR, Volpe S, Elhalawani H, Bahig H, Rigaud B, King JB, Ford AC, Fuller CD, Brock KK. Biomechanical modeling of neck flexion for deformable alignment of the salivary glands in head and neck cancer images. Phys Med Biol 64(17):175018, 2019. e-Pub 2019. PMID: 31269475.
- Yang Z, Chang Y, Brock KK, Cazoulat G, Koay EJ, Koong AC, Herman JM, Park PC, Poenisch F, Li Q, Yang K, Wu G, Anderson B, Ohrt AN, Li Y, Zhu XR, Zhang X, Li H. Effect of setup and inter-fraction anatomical changes on the accumulated dose in CT-guided breath-hold intensity modulated proton therapy of liver malignancies. Radiother Oncol 134:101-109, 2019. e-Pub 2019. PMID: 31005203.
- Rigaud B, Klopp A, Vedam S, Venkatesan A, Taku N, Simon A, Haigron P, de Crevoisier R, Brock KK, Cazoulat G. Deformable image registration for dose mapping between external beam radiotherapy and brachytherapy images of cervical cancer. Phys Med Biol 64(11):115023, 2019. e-Pub 2019. PMID: 30913542.
- Kipritidis J, Tahir BA, Cazoulat G, Hofman MS, Siva S, Callahan J, Hardcastle N, Yamamoto T, Christensen GE, Reinhardt JM, Kadoya N, Patton TJ, Gerard SE, Duarte I, Archibald-Heeren B, Byrne M, Sims R, Ramsay S, Booth JT, Eslick E, Hegi-Johnson F, Woodruff HC, Ireland RH, Wild JM, Cai J, Bayouth JE, Brock K, Keall PJ. The VAMPIRE Challenge: A Multi-Institutional Validation Study of CT Ventilation Imaging. Med Phys 46(3):1198-1217, 2019. e-Pub 2019. PMID: 30575051.
- Bahig H, Yuan Y, Mohamed ASR, Brock KK, Ng SP, Wang J, Ding Y, Hutcheson K, McCulloch M, Balter PA, Lai SY, Al-Mamgani A, Sonke JJ, Van Der Heide UA, Nutting C, Li XA, Robbins J, Awan M, Karam I, Newbold K, Harrington K, Oelfke U, Bhide S, Philippens MEP, Terhaard CHJ, McPartlin AJ, Blanchard P, Garden AS, Rosenthal DI, Gunn GB, Phan J, Cazoulat G, Aristophanous M, McSpadden KK, Garcia JA, van den Berg CAT, Raaijmakers CPJ, Kerkmeijer L, Doornaert P, Blinde S, Frank SJ, Fuller CD. Magnetic Resonance-based Response Assessment and Dose Adaptation in Human Papilloma Virus Positive Tumors of the Oropharynx treated with Radiotherapy (MR-ADAPTOR): An R-IDEAL stage 2a-2b/Bayesian phase II trial. Clinical Translation Radiation Oncology 13:19-23, 2018. e-Pub 2018. PMID: 30386824.
- Cazoulat G, Owen D, Matuszak MM, Balter JM, Brock KK. Biomechanical Deformable Image Registration of Longitudinal Lung CT Images Using Vessel Information. Phys Med Biol 61(13):4826-39, 2016. e-Pub 2016. PMID: 27273115.
- Nassef M, Simon A, Cazoulat G, Duménil A, Blay C, Lafond C, Acosta O, Balosso J, Haigron P, de Crevoisier R. Quantification of Dose Uncertainties in Cumulated Dose Estimation Compared to Planned Dose in Prostate IMRT. Radiotherapy Oncology 119(1):129-36, 2016. e-Pub 2016. PMID: 26993416.
- Rigaud B, Simon A, Castelli J, Gobeli M, Ospina Arango JD, Cazoulat G, Henry O, Haigron P, De Crevoisier R. Evaluation of Deformable Image Registration Methods for Dose Monitoring in Head and Neck Radiotherapy. Biomedical Research International 2015:726268, 2015. e-Pub 2015. PMID: 25759821.
- Simon A, Nassef M, Rigaud B, Cazoulat G, Castelli J, Lafond C, Acosta O, Haigron P, de Crevoisier R. Roles of Deformable Image Registration in Adaptive RT: From Contour Propagation to Dose Monitoring. IEEE Engineering in Medicine and Biology Society 2015:5215-8, 2015. PMID: 26737467.
- Castelli J, Simon A, Louvel G, Henry O, Chajon E, Nassef M, Haigron P, Cazoulat G, Ospina JD, Jegoux F, Benezery K, de Crevoisier R. Impact of Head and Neck Cancer Adaptive Radiotherapy to Spare the Parotid Glands and Decrease the Risk of Xerostomia. Radiation Oncology 10:6, 2015. e-Pub 2015. PMID: 25573091.
- Cazoulat G, Simon A, Dumenil A, Gnep K, de Crevoisier R, Acosta O, Haigron P. Surface-Constrained Nonrigid Registration for Dose Monitoring in Prostate Cancer Radiotherapy. IEEE Transactions of Medical Imaging 33(7):1464-74, 2014. e-Pub 2014. PMID: 24710827.
- Louvel G, Cazoulat G, Chajon E, Le Maître A, Simon A, Henry O, Bensadoun RJ, de Crevoisier R. Image-Guided and Adaptive Radiotherapy. Cancer/Radiotherapie 16(5-6):423-9, 2012. e-Pub 2012. PMID: 22920086.
- Benchalal M, Cazoulat G, Bellec J, Leseur J, Chajon E, Haigron P, Léna H, De Crevoisier R, Simon A. Mid-Ventilation Position Planning: Optimal Model for Dose Distribution in Lung Tumour. Cancer/Radiotherapie 16(2):91-9, 2012. e-Pub 2011. PMID: 22204890.
- Cazoulat G, Lesaunier M, Simon A, Haigron P, Acosta O, Louvel G, Lafond C, Chajon E, Leseur J, De Crevoisier R. From Image-Guided Radiotherapy to Dose-Guided Radiotherapy. Cancer/Radiotherapie 15(8):691-8, 2011. e-Pub 2011. PMID: 22094020.
- Jouyaux F, De Crevoisier R, Manens JP, Bellec J, Cazoulat G, Haigron P, Chira C, Le Prisé E, Lafond C. High dose for prostate irradiation with image guided radiotherapy: contribution of intensity modulation arctherapy. Cancer/Radiotherapie 14(8):679-89, 2010. e-Pub 2010. PMID: 20570202.
- Cazoulat G , de Crevoisier R, Simon A, Louvel G, Manens JP, Lafond C, Haigron P. Quantification of the Volumetric Benefit of Image-Guided Radiotherapy (IGRT) in Prostate Cancer: Margins and Presence Probability Map. Cancer/Radiotherapie 13(5):365-74, 2009. e-Pub 2009. PMID: 19643650.
- De Crevoisier R, Louvel G, Cazoulat G, Leseur J, Lafond C, Lahbabi K, Chira C, Lagrange JL. Image-Guided Radiotherapy: Rational, Modalities and Results. Bulletin Cancer 96(1):123-32, 2009. PMID: 19211367.
Grant & Contract Support
Title: | Optimization and Evaluation of Anatomical Models of Liver Radiation Response |
Funding Source: | NIH/NCI |
Role: | Co-Investigator |
Title: | Magnetic resonance imaging biomarker assessment of real-time radiotherapy-induced normal tissue injury |
Funding Source: | NIH/NCI |
Role: | Co-Investigator |
Title: | Anatomical Modeling to Improve the Precision of Image Guided Liver Ablation |
Funding Source: | NIH/NCI |
Role: | Co-Investigator |
Title: | Automated Dose Accumulation (Project 4) |
Funding Source: | Raysearch Laboratories |
Role: | Co-Investigator |
Title: | Anatomical Modeling to Improve the Precision of Image Guided Liver Ablation |
Funding Source: | NIH/NCI |
Role: | Co-Investigator |