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Olivier Morin, Ph.D.Associate Professor
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Research and Creative Activities Summary
Our research laboratory creates multi-omics prediction models for personalized cancer diagnosis and treatment. I serve as the principal investigator for the MEDomics Consortium (www.medomics.ai). Our group has active research activities in quantitative imaging, natural language processing and the creation of prognostic machine learning models. Our informatics efforts use a wealth of digital information to build point-of-care artificial intelligence tools aimed at assisting physicians in the clinic. Novel algorithms are being developed to produce interpretable multi-criteria analyses using clinical, imaging and genetics data..
Education
| 1999-2003 |
Laval University, Québec, Canada |
BSE | Engineering Physics |
| 2003-2007 |
University of California, Berkeley/University of California, San Francisco |
PhD | Bioengineering |
| 2005 |
Haas School of Business, University of California Berkeley |
MBA certificate | Management of New Technology |
| 2008-2010 | University of California, San Francisco, CA | Medical Physics Resident | Radiation Oncology |
Professional Experience
| 2010-present | UCSF | Physics Faculty | Radiation Oncology |
Awards & Honors
| 1999 | Entrance Fellowship, Awarded on Merit by School of Engineering, Laval University. |
| 2000 | Undergraduate Scholarships, Awarded on Merit with Nation-Wide Contest, Natural Sciences and Engineering Research Council of Canada (NSERC). |
| 2001 | Undergraduate Summer Student Scholarships, Awarded on Merit with Nation-Wide Contest, Canada’s Laboratory of Particle and Nuclear Physics (TRIUMF). |
| 2002 | Canadian Student Exchange Fellowship (CANEX), Awarded on Merit by University, University of Toronto. |
| 2002 | Undergraduate Scholarships, Awarded on Merit with Nation-Wide Contest, Natural Sciences and Engineering Research Council of Canada (NSERC). |
| 2003 | Master Scholarship, Awarded on Merit with Nation-Wide Contest, Natural Sciences and Engineering Research Council of Canada (NSERC). |
| 2004 | Graduate Health Sciences Fellowship, Awarded on Merit by Graduate School, University of California San Francisco. |
| 2005 | Doctoral Scholarship, Awarded on Merit with Nation-Wide Contest, Natural Sciences and Engineering Research Council of Canada (NSERC). |
| 2006 | Student Travel Price, Awarded based on Abstract Quality, Electronic Portal imaging IXth Conference, Melbourne, Australia. |
| 2006 | Doctoral Scholarship, Awarded on Merit by Quebec Province Contest, Fond de Recherche en Santé du Québec. |
| 2011 | Top 4 Cited (scientific articles published in IJROBP in the last five years). Extracted from Scopus (on Wed Nov 11 06:17:49 GMT 2009) |
| 2012 | Medical Physics Editor's pick for May 2012. Journal of Medical Physics |
| 2014 | Nominated to the Board of Innovators and Research. IBA Dosimetry, Germany |
| 2015 | Elected President of the Northern California Chapter of the AAPM association |
| 2015 | Named Member of the Scientific Committee of the International Symposium on Electronic Portal Imaging |
| 2016 | Selected member of the AAPM Task Group Report on "Brenchmark, recommendations and guidelines in radiomic analysis." |
| 2017 | Recipient of the NCI SPORE Grant for Delta-Radiomics Pre-Clinical Research |
| 2017 | Selected for the ACR Data Science Institute. Creation of Radiology/Radiation Oncology Use-Cases |
| 2018 | Selected for the NRG Brain Radiomics Committee |
| 2019 | Research laboratory featured in ASTRO News. https://www.astro.org/News-and-Publications/ASTROnews/2019/2019-Summer-A... |
| 2020 | Invited Speaker to CERRO (EXPERIMENTAL RESEARCH IN RADIATION ONCOLOGY) meeting. CERRO 2020, France |
Recent Significant Publications :
Pouliot J, Bani-Hashemi A, Chen J, Svatos M, Ghelmansarai F, Mitschke M, Aubin M, Xia P, Morin O, Bucci K, Roach M, Hernandez P, Zheng Z, Hristov D, Verhey L. Low-dose megavoltage cone-beam CT for radiation therapy. Int J Radiat Oncol Biol Phys. 2005 Feb 01; 61(2):552-60. PMID: 15736320
Morin O, Gillis A, Chen J, Aubin M, Bucci MK, Roach M, Pouliot J. Megavoltage cone-beam CT: system description and clinical applications. Med Dosim. 2006; 31(1):51-61. PMID: 16551529
Morin O, Chen J, Aubin M, Gillis A, Aubry JF, Bose S, Chen H, Descovich M, Xia P, Pouliot J. Dose calculation using megavoltage cone-beam CT. Int J Radiat Oncol Biol Phys. 2007 Mar 15; 67(4):1201-10. PMID: 17336221
Morin O, Gillis A, Descovich M, Chen J, Aubin M, Aubry JF, Chen H, Gottschalk AR, Xia P, Pouliot J. Patient dose considerations for routine megavoltage cone-beam CT imaging. Med Phys. 2007 May; 34(5):1819-27. PMID: 17555263
Morin O, Aubry JF, Aubin M, Chen J, Descovich M, Hashemi AB, Pouliot J. Physical performance and image optimization of megavoltage cone-beam CT. Med Phys. 2009 Apr; 36(4):1421-32. PMID: 19472649
Held M, Sneed PK, Fogh SE, Pouliot J, Morin O. Feasibility of MV CBCT-based treatment planning for urgent radiation therapy: dosimetric accuracy of MV CBCT-based dose calculations. J Appl Clin Med Phys. 2015; 16(6):5625. PMID: 26699575
Cheung JP, Perez-Andujar A, Morin O. Characterization of the effect of a new commercial transmission detector on radiation therapy beams. Pract Radiat Oncol. 2017 Apr 09. PMID: 28666901
Morin O, Vallières M, Jochems A, Woodruff HC, Valdes G, Braunstein SE, Wildberger JE, Villanueva-Meyer JE, Kearney V, Yom SS, Solberg TD, Lambin P. A Deep Look Into the Future of Quantitative Imaging in Oncology: A Statement of Working Principles and Proposal for Change. Int J Radiat Oncol Biol Phys. 2018 11 15; 102(4):1074-1082. PMID: 30170101
Morin O, Chen WC, Nassiri F, Susko M, Magill ST, Vasudevan HN, Wu A, Vallières M, Gennatas ED, Valdes G, Pekmezci M, Alcaide-Leon P, Choudhury A, Interian Y, Mortezavi S, Turgutlu K, Bush NAO, Solberg TD, Braunstein SE, Sneed PK, Perry A, Zadeh G, McDermott MW, Villanueva-Meyer JE, Raleigh DR. Integrated models incorporating radiologic and radiomic features predict meningioma grade, local failure, and overall survival. Neurooncol Adv. 2019 May-Dec; 1(1):vdz011. PMID: 31608329. PMCID: PMC6777505
Zwanenburg A, Vallières M, Abdalah MA, Aerts HJWL, Andrearczyk V, Apte A, Ashrafinia S, Bakas S, Beukinga RJ, Boellaard R, Bogowicz M, Boldrini L, Buvat I, Cook GJR, Davatzikos C, Depeursinge A, Desseroit MC, Dinapoli N, Dinh CV, Echegaray S, El Naqa I, Fedorov AY, Gatta R, Gillies RJ, Goh V, Götz M, Guckenberger M, Ha SM, Hatt M, Isensee F, Lambin P, Leger S, Leijenaar RTH, Lenkowicz J, Lippert F, Losnegård A, Maier-Hein KH, Morin O, Müller H, Napel S, Nioche C, Orlhac F, Pati S, Pfaehler EAG, Rahmim A, Rao AUK, Scherer J, Siddique MM, Sijtsema NM, Socarras Fernandez J, Spezi E, Steenbakkers RJHM, Tanadini-Lang S, Thorwarth D, Troost EGC, Upadhaya T, Valentini V, van Dijk LV, van Griethuysen J, van Velden FHP, Whybra P, Richter C, Löck S. The Image Biomarker Standardization Initiative: Standardized Quantitative Radiomics for High-Throughput Image-based Phenotyping. Radiology. 2020 Mar 10; 191145. PMID: 32154773