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Special Recognitions

Best in Physics
The top 5 abstracts in each track, Imaging, Multi-Disciplinary science, and Therapy, will be highlighted on within the program.
BEST IN PHYSICS (IMAGING)
SU-E-TRACK 1-1BEST IN PHYSICS (IMAGING): Comparison of Loss Functions in Dual-Domain Convolutional Neural Networks for Low-Dose CT Enhancement
KJ Chung1-3*, R Souza4,5, R Frayne4,5, TY Lee1-3, (1) University of Western Ontario, London, ON, CA, (2) Robarts Research Institute, London, ON, CA, (3) Lawson Health Research Institute, London, ON, CA, (4) University Of Calgary, Calgary, AB, CA, (5) Foothills Medical Centre, Calgary, AB, CA
SU-B-TRACK 1-1BEST IN PHYSICS (IMAGING): Skin Dose Mapping by Convolution of the Dose Point Spread Function Over a Curved Surface
S-H Sun*, C Guo, S Rudin, D Bednarek, Univ. at Buffalo (SUNY) School of Med., Buffalo, NY
MO-F-TRACK 1-1BEST IN PHYSICS (IMAGING): Density-Weighted Concentric Ring Trajectory Using Simultaneous Multi-Slice Acceleration: 3D Magnetic Resonance Imaging at 3T
P Xia1*, X Zhou2, M Chiew3, M Thomas4, U Dydak5, U Emir6, (1) Purdue University, West Lafayette, IN, (2) Purdue University, ,,(3) Oxford University, ,,(4) UCLA, Los Angeles, CA, (5) Purdue University, West Lafayette, IN, (6) Purdue University,
TU-C-TRACK 1-1BEST IN PHYSICS (IMAGING): A KV-MV CBCT Field of View Enlargement Technique Using a Multi-Layer MV Imager and Regularized Poly-Energetic Correction
M Jacobson1*, M Lehmann2, P Huber2, M Shi3, M Myronakis1, D Ferguson1, I Lozano1, T Harris1, P Baturin4, R Fueglistaller2, C Williams1, D Morf2, R Berbeco1 (1) Brigham and Women's Hospital, Dana-Farber Cancer Institute, and Harvard Medical School, Boston, MA (2) Varian Medical Systems, Baden-Dattwil, Switzerland (3) University of Massachusetts, Lowell, Lowell MA (4) Varian Medical Systems, Palo Alto, CA
WE-C-TRACK 1-1BEST IN PHYSICS (IMAGING): Improvement of Infarction Core Detectability in Cerebral CT Perfusion Imaging by Leveraging High Quality Non-Contrast Head CT
E Harvey1*, K Li2, (1) ,Madison, WI, (2) University of Wisconsin-Madison, Madison, WI
BEST IN PHYSICS (MULTI-DISCIPLINARY)
SU-B-TRACK 2-1BEST IN PHYSICS (MULTI-DISCIPLINARY): Parameters for In-Vivo Quantitative Ultrasound Evaluation of Subresolution Scattering Sources in Carotid Atherosclerotic Plaque
C Steffel*, S Salamat, S Wilbrand, R Dempsey, C Mitchell, T Varghese, University of Wisconsin-Madison, Madison, WI
MO-F-TRACK 2-1BEST IN PHYSICS (MULTI-DISCIPLINARY): A Deep Learning Cardiac Substructure Pipeline for MR-Guided Cardiac Applications
E Morris1,2*, A Ghanem3, M Dong4, S Zhu1, M Pantelic5, C Glide-Hurst1,2, (1) Department of Radiation Oncology, Henry Ford Cancer Institute, Detroit, MI (2) Department of Radiation Oncology, Wayne State University School of Medicine, Detroit, MI (3) Department of Clinical Oncology, Alexandria University, Alexandria, Egypt (4) Department of Computer Science, Wayne State University, Detroit, MI (5) Department of Radiology, Henry Ford Cancer Institute, Detroit, MI
MO-E-TRACK 2-1BEST IN PHYSICS (MULTI-DISCIPLINARY): First-In-Human Use of Prompt Gamma-Ray Spectroscopy for Proton Range Verification
J Verburg*, F Hueso-Gonzalez, S Tattenberg, P Wohlfahrt, T Ruggieri, T Bortfeld, Massachusetts General Hospital and Harvard Medical School, Boston, MA
TU-EF-TRACK 2-2BEST IN PHYSICS (MULTI-DISCIPLINARY): Accelerating Image Reconstruction On An MRI-Linac with AUTOMAP
D Waddington1*, N Hindley1, N Koonjoo2, T Reynolds1, B Zhu2, C Paganelli3, M Rosen2, P Keall1, (1) ACRF Image X Institute, Faculty of Medicine and Health, The University of Sydney, NSW, AU, (2) A. A. Martinos Center for Biomedical Imaging, Charlestown, MA, USA, (3) Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Milan, IT.
TU-EF-TRACK 2-1BEST IN PHYSICS (MULTI-DISCIPLINARY): First Experimental Investigation of Simultaneously Tracking Two Independently Moving Targets On An MRI-Linac Using Real-Time MRI and MLC Tracking
P Liu1*, Y Ge2, B Dong3, G Liney3, D Nguyen1,4, E Hewson1, D Waddington1, R O'Brien1, P Keall1, (1) ACRF Image X Institute, The University of Sydney, Eveleigh, NSW, AU, (2) Prince of Wales Hospital, Randwick, NSW, AU, (3) Ingham Institute for Applied Medical Research, Liverpool, NSW, AU, (4) School of Biomedical Engineering, University of Technology Sydney, Ultimo, NSW, AU
BEST IN PHYSICS (THERAPY)
SU-E-TRACK 3-1BEST IN PHYSICS (THERAPY): The Role of Beam Modeling Errors in IROC Houston Phantom Failures
M Glenn*, C Peterson, R Howell, D Followill, J Pollard-Larkin, S Kry, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
MO-EF-TRACK 3-1BEST IN PHYSICS (THERAPY): Ionized Radiation Acoustic Imaging (iRAI) for In-Vivo FLASH Dosimetry
N Ba Sunbul*, I Oraiqat, W Zhang, S Clarke, M Matuszak, S Pozzi, I El Naqa, University of Michigan, Ann Arbor, MI
TU-EF-TRACK 3-1BEST IN PHYSICS (THERAPY): Automated Proton Treatment Planning with Robust Optimization Using Constrained Hierarchical Optimization
V Taasti1*, L Hong2, J Deasy2, M Zarepisheh2, (1) MAASTRO Clinic,Maastricht, NL, (2) Memorial Sloan-Kettering Cancer Center, New York, NY
TU-EF-TRACK 3-7BEST IN PHYSICS (THERAPY): Insights Into Planning Techniques Mastered by An Autoplanning Robot: Can An AI Planning Agent Be Interpretable and Tractable?
J Zhang1*, C Wang1, Y Sheng1, F Yin1, Y Ge2, Q Wu1, (1) Duke University Medical Center, Durham, NC, (2) The University of North Carolina at Charlotte, Chartlotte, NC
TH-A-TRACK 3-1BEST IN PHYSICS (THERAPY): Deep Learning-Assisted Algorithm for Catheter Reconstruction During MR-Only Gynecological Interstitial Brachytherapy
A Shaaer1*, M Paudel2,3,M Smith4,F Tonolete4,E Leung 2,5,A Ravi2,3 (1) Department of Physics, Ryerson University, Toronto, ON, Canada, (2) Department of Radiation Oncology, University of Toronto, Toronto, ON, Canada, (3) Department of Medical Physics, Sunnybrook Health Sciences Centre, Toronto, ON, Canada, (4) Department of Radiation Therapy, Sunnybrook Health Sciences Centre, Toronto, ON, Canada, (5) Department of Radiation Oncology, Sunnybrook Health Sciences Centre, Toronto, ON, Canada
The John R. Cameron - John R. Cunningham Young Investigators Symposium Competition Finalists

Each year the AAPM conducts a Young Investigators' Symposium (YIS) competition at the AAPM Annual Meeting. This year the Young Investigators Symposium will be held jointly between AAPM and COMP. Young Investigators are encouraged to submit abstracts for the competition. The 10 highest scoring Young Investigator submissions (as determined by the abstract reviewers) were selected for presentation in a special symposium in honor of University of Wisconsin Professor Emeritus John R. Cameron, Ph.D., and University of Toronto Professor Emeritus John R. Cunningham, Ph.D.

The Young Investigator Symposium will be held Monday, July 13 (1:00 pm - 3:00 pm EDT)

MO-CD-TRACK 1 - J.R. Cameron - J.R. Cunningham Young Investigator Symposium

The top 3 winners will be recognized during the AAPM Awards and Honors Ceremony Tuesday, July 14, beginning at 5:30 pm. The top 3 awardees will receive a plaque and a cash award.

THE JOHN R. CAMERON - JOHN R. CUNNINGHAM YOUNG INVESTIGATORS SYMPOSIUM
TIME/TALK NUMBER PRESENTATION

MO-CD-TRACK 1-1
An Artificial Intelligence-Driven Agent for Rapid Head-And-Neck IMRT Plan Generation Using Conditional Generative Adversarial Networks (cGAN)

X Li1*, Y Sheng1, J Zhang1, W Wang1, F Yin1, Q Wu1, Y Ge2, Q Wu1, C Wang1


MO-CD-TRACK 1-2
First-Time Imaging of Light Generation in the Eye During Radiotherapy

I Tendler1*, A Hartford2,3, M Jermyn1,4, E Larochelle1, X Cao1, V Borza1, D Alexander1, P Bruza1, J Hoopes3,5, K Moodie3, B Marr6, B Williams2,3, B Pogue1,4,5, D Gladstone1,2,3, L Jarvis2,3


MO-CD-TRACK 1-3
Multi-Ion Therapy: Development, Validation and Clinical Direction of a Novel Particle Treatment Modality

S Mein1,2*, B Kopp1,2, I Dokic1,2, S Harrabi1, TT Boehlen3, T Haberer1, J Debus1,2, A Abdollahi1,2, A Mairani1,4


MO-CD-TRACK 1-4
Production, SPECT Imaging, and Initial Evaluation of 67Cu for Theranostic Applications

M Merrick1*, D Rotsch2, A Tiwari1, J Nolen2, T Brossard2, J Song2, T Wadas1, J Sunderland1, S Graves1


MO-CD-TRACK 1-5
RmU-Net: A Generalizable Deep Learning Approach for Automatic Prostate Segmentation in 3D Ultrasound Images

N Orlando1,2*, D Gillies1,2, I Gyackov2, C Romagnoli3,5, D D'Souza4,5, A Fenster1-4


MO-CD-TRACK 1-6
Single-LIne DrivEn Real-Time (SLIDER) MR Multi-Contrast Imaging Using Pre-Learned Spatial Subspace

P Han*, F Han, Z Hu, D Li, A Christodoulou, Z Fan


MO-CD-TRACK 1-7
A Generative Adversarial Network (GAN)-Based Technique for Synthesizing Realistic Respiratory Motion in the Extended Cardiac-Torso (XCAT) Phantoms

Y Chang1*, Z Jiang2, K Lafata3, Z Zhang4, P Segars5, J Cai6, F Yin7, L Ren8


MO-CD-TRACK 1-8
Development of a Quasi-Adiabatic Miniature Graphite Calorimeter for Absolute Clinical Dosimetry of High-Energy Photon Beams

F Keszti1*, B Cote1, J Bancheri1, A Sarfehnia2, J Seuntjens1, J Renaud1,3


MO-CD-TRACK 1-9
Fiducial-Based Tracking of a Transthoracic Echocardiography Probe in X-Ray Fluoroscopy for X-Ray/echo Co-Registration

L Bodart*, T Hall, J Le, B Ciske, A Raval, M Wagner, M Speidel


MO-CD-TRACK 1-10
Computed Tomography Based Lung Perfusion Mapping Using Attention Residual Neural Network for Functional Avoidance Radiation Therapy

G Ren1*, W Ho2, H Xiao1, A Cheung1, J Qin1, J Cai1

Jack Fowler Junior Investigator Competition Winner

An award for Junior Investigators has been established in honor of Dr. Jack Fowler, Emeritus Professor of Human Oncology and Medical Physics, University of Wisconsin.

Junior Investigators were encouraged to submit abstracts for the competition. The top scoring Junior Investigator submission determined by abstract reviewers was selected.

The winners will be announced during the AAPM Virtual Awards and Honors Ceremony Tuesday, July 14, beginning at 5:30 pm. Each winner will receive a plaque and a cash award.

Jack Fowler Junior Investigator Competition Winner
SESSION TIME/TALK NUMBER PRESENTATION
WE-F-TRACK 1-1
Deep Learning in MRI
4:30 PM/WE-F-TRACK 1 Joint Adversarial Generator-Segmentor for Unsupervised CT to MRI Synthesis Based MRI Lung Tumor Segmentation

J Jiang*,  Y Hu,  N Tyagi,  A Rimner,  J Deasy,  S Berry,  H Veeraraghavan,  Memorial Sloan

AAPM Jack Krohmer Junior Investigator Competition Winner

An award for Junior Investigators has been established by the AAPM Science Council.

Junior Investigators were encouraged to submit abstracts for the competition. The top scoring Junior Investigator submission determined by abstract reviewers was selected

The winners will be announced during the AAPM Virtual Awards and Honors Ceremony Tuesday, July 14, beginning at 5:30 pm. Each winner will receive a plaque and a cash award.

AAPM Jack Krohmer Junior Investigator Competition Winner
SESSION TIME/TALK NUMBER PRESENTATION
TU-D-TRACK 1-1
Radiography and Fluoroscopy
2:00 PM/TU-D-TRACK 1 Model Observers Predict Radiologists' Detection of Retained Foreign Objects in Homogenous and Anthropomorphic Backgrounds

K Blunt1*,  E Marshall2,  J Cruz Bastida3,  A Clarey4,  Z Lu5,   A Dachman6,  I Reiser7

Science Council Session

A topic of particular relevance in medical physics research is identified each year, with proffered submissions on that topic considered for inclusion in a special scientific session entitled the Science Council Session.

The topic selected for the 2020 Science Council Session is: Data-Driven Automation and Decision Making

The Science Council Session will be held Sunday, July 12 from 1:00 pm – 3:00 pm EDT

SU - CD-TRACK 2 - SCIENCE COUNCIL SESSION:
Data-Driven Automation and Decision Making and Explanatory AI

Joint Society Organized Sessions

The AAPM would like to thank the following for co-organizing the following symposia:

European Society for Radiotherapy and Oncology
WE - B-TRACK 5 - Joint AAPM-ESTRO Symposium: Adoption of Artificial Intelligence in Clinical Radiotherapy Practice

Wednesday, July 15 · 11:30 am - 12:30 pm EDT

European Federation of Organisations For Medical Physics
TH - AB-TRACK 1 - Joint EFOMP|AAPM Symposium: Total Body PET: The Ultimate Molecular Imaging Tool

Thursday, July 16 · 10:30 am - 12:30 pm EDT

Acknowledgements

The AAPM and COMP appreciate the contributions of the following individuals for their involvement in the development and success of the 2020 Joint Virtual Meeting Program.

EDUCATIONAL, PROFESSIONAL, PRACTICAL MEDICAL PHYSICS COURSES and SCIENTIFIC SYMPOSIA ORGANIZERS

C. Abbey, K. Bader, P. Balter, P. Basran, M. Bazalova-Carter, D. Brown, C. Burton, N. Busse, J. Cai, M. Cao, D. Carlson, Z. Chang, W. Culberson, A. Damato, M. DeLorenzo, I. El Naqa, S. Evans, J. Farr, J. Fontenot, E. Ford, J. Frimeth, M. Giger, K. Gorny, D. Gress, S. Hadley, K. Hendrickson, R. Hobbs, J. Hoisak, C. Hruska, C. Hua, K. Hulme, M. Huq, J. Johnson, N. Jornet, M. Kachelriess, R. Kashani, P. Keall, B. Keller, A. Kirov, A. Lammertsma, K. Langen, H. Liu, Y. Liu, M. Mahesh, C. Mayo, K. McConnell, S. McKenney, M. Miften, D. Mihailidis, K. Moore, D. Nguyen, M. Oldham, S. O'Reilly, T. Oshiro, S. Parker, T. Podder, M. Podgorsak, J. Pollard-Larkin, R. Popple, P. Poulsen, X. Qi, I. Reiser, L. Ren, A. Rodrigues, I. Rosado-Mendez, D. Schofield, L. Schreiner, J. Schuemann, B. Schwarz, I. Sechopoulos, W. Sensakovic, K. Sheng, S. St. James, D. Stanley, G. Starkschall, R. Stern, R. Stewart, M. Supanich, X. Tang, S. Tanny, E. Thompson, J. Trzasko, V. Tsapaki, R. Weersink, L. Wilson, B. Winey, T. Yamamoto, N. Yanasak, X. Yang, F. Yin, J. Zhang

ABSTRACT REVIEWERS

R. Acciavatti, H. Aerts, P. Alaei, J. Allison, S. Amadon, E. Angel, L. Antonuk, A. Apte, D. Aramburu Núñez, L. Archambault, B. Arjomandy, S. Armato, P. Aryal, T. Atwood, S. Avery, B. Aydogan, K. Bader, B. Bai, D. Bakalyar, J. Baker, P. Balter, S. Balter, J. Bankson, J. Bayouth, B. Beattie, L. Beaulieu, A. Beavis, S. Becker, S. Beddar, G. Bednarz, R. Behling, S. Benedict, R. Berbeco, M. Bernstein, S. Berry, N. Bevins, W. Bice, P. Biggs, J. Bissonnette, C. Bloch, C. Bojechko, W. Bolch, S. Boon, J. Booth, H. Bosmans, E. Bossart, M. Bostani, S. Both, J. Bourland, F. Bova, S. Bowen, T. Bradshaw, S. Brady, T. Briere, K. Brock, N. Brown, S. Brown, A. Browne, C. Buckey, M. Bues, K. Bush, N. Busse, R. Butler, J. Cai, M. Cao, N. Cao, G. Cardarelli, C. Cardenas, M. Carlone, D. Carlson, D. Carver, R. Castillo, G. Cazoulat, L. Cervino, A. Cetnar, H. Chan, M. Chan, T. Chan, C. Chang, J. Chang, Z. Chang, A. Chatziioannou, G. Chen, H. Chen, H. Chen, L. Chen, Q. Chen, S. Chen, T. Chen, Y. Chen, Z. Chen, I. Chetty, J. Cheung, K. Cheung, M. Chilukuri, E. Chin, S. Cho, S. Cho, C. Chuang, H. Chung, A. Chvetsov, J. Clark, G. Clarke, E. Clouser, G. Cohen, V. Colussi, T. Conquest, L. Conroy, C. Coolens, R. Cormack, P. Costa, L. Court, O. Craciunescu, T. Craig, J. Crosby, T. Cui, W. Culberson, T. Cull, J. Cunha, B. Curran, J. Daartz, A. Damato, J. Damilakis, I. Das, J. Dave, O. Dawood, M. Deeley, D. DeJongh, C. Della Biancia, J. DeMarco, J. Deng, M. Descovich, Y. Dewaraja, L. DeWerd, G. Ding, K. Ding, X. Ding, X. Ding, N. Dixit, J. Dobbins, C. Dodge, J. Donaghue, F. Dong, L. Dong, J. Dougherty, K. Drukker, X. Duan, H. Edmonson, S. Einstein, I. El Naqa, W. Erwin, G. Ezzell, J. Fagerstrom, F. Fahey, B. Fahimian, J. Fan, Z. Fan, K. Farahani, J. Farr, W. Feng, A. Fenster, R. Fisher, T. Fisher, M. Fix, S. Flampouri, D. Followill, E. Ford, N. Ford, R. Foster, M. Fox, T. Fox, B. Fraass, E. Frey, R. Gabr, S. Gabriel, H. Gach, P. Galavis, J. Garrett, E. Garver, V. Gates, W. Geiser, S. Geneser, L. Genovese, M. Gherase, D. Gierga, K. Gifford, M. Giger, D. Gilley, E. Gingold, D. Gladstone, C. Glide-Hurst, C. Glisson, C. Gnaster, S. Goddu, S. Goetsch, A. Goode, M. Goodsitt, J. Goodwin, M. Gopalakrishnan, J. Graham, D. Granero, W. Grant, C. Grassberger, E. Graves, S. Graves, O. Green, A. Greener, P. Greer, Z. Grelewicz, J. Grimm, K. Grogg, X. Gu, F. Guan, B. Guo, F. Guo, A. Gutierrez, L. Hadjiiski, S. Hadley, J. Halama, P. Halvorsen, C. Hampton, B. Han, B. Harkness, A. Harrison, B. Hasson, J. Hazle, S. Hedrick, B. Heijmen, M. Herman, A. Hernandez, P. Hill, E. Hipp, R. Hobbs, K. Hoffmann, M. Holland, K. Homann, D. Hormuth, M. Howard, R. Howell, D. Hristov, C. Hruska, J. Hsieh, A. Hsu, W. Hu, Y. Hu, C. Hua, J. Huang, K. Huang, M. Huang, Y. Huang, D. Huff, K. Hulme, M. Huq, M. Hurwitz, D. Hyer, M. Hyun, I. Iftimia, P. Imbergamo, N. Ipe, E. Jackson, D. Jacqmin, A. Jain, J. Jeong, X. Jia, S. Jiang, M. Jin, J. Johnson, J. Johnson, L. Johnson, P. Johnson, B. Jones, D. Jordan, T. Juang, Y. Jung, M. Kachelriess, G. Kagadis, K. Kanal, R. Kapoor, S. Kappadath, A. Kapur, A. Karellas, R. Kashani, N. Kasraie, P. Keall, M. Kessler, R. Khan, G. Kim, J. Kim, L. Kim, M. Kim, M. Kim, T. Kim, P. Kinahan, M. King, C. Kirisits, A. Kirov, K. Kisling, E. Klein, N. Knutson, N. Koch, A. Kocharian, J. Kofler, S. Konerth, R. Krauss, E. Krupinski, J. Kruse, S. Kry, Y. Kuang, R. Kudchadker, A. Kuhls-Gilcrist, A. Kwan, Z. Labby, R. Laforest, J. Lagendijk, J. Lamb, K. Langen, M. Lawless, C. Lee, H. Lee, T. Lee, J. Lehmann, L. Lemen, S. Leng, S. Leon, E. Lessard, K. Lewis, G. Li, H. Li, H. Li, H. Li, K. Li, R. Li, S. Li, T. Li, X. Li, X. Li, X. Li, J. Liang, X. Liang, Y. Liao, B. Libby, S. Lim, J. Limmer, C. Lin, H. Lin, L. Lin, P. Lin, H. Lincoln, K. Little, H. Liu, P. Liu, T. Liu, W. Liu, A. Loper, D. Low, H. Lu, W. Lu, W. Lu, Z. Lu, W. Luo, Q. Lyu, C. Ma, J. Ma, L. Ma, C. MacLellan, L. Madden, M. Mahesh, A. Maidment, J. Mainprize, H. Malhotra, M. Malin, P. Manser, M. Markey, A. Markovic, L. Marks, R. Marsh, M. Martin, J. Masten, M. Matuszak, P. Mavroidis, O. Mawlawi, C. Mayo, A. Mayville, C. McCollough, K. McGee, S. McMahon, A. McNamara, M. McNitt-Gray, T. McNutt, M. Medved, A. Meigooni, M. Meineke, C. Melhus, D. Mellenberg, G. Menon, N. Mensah-Brown, J. Meyer, S. Meyers, T. Mian, M. Miften, G. Mihai, D. Mihailidis, I. Mihaylov, B. Mijnheer, B. Miller, D. Miller, R. Miller, M. Mitch, K. Mittauer, R. Miyaoka, A. Modiri, J. Moeller, J. Moirano, A. Molineu, J. Monroe, V. Montemayor, K. Mooney, K. Moore, M. Morales, J. Moran, E. Moros, S. Mossahebi, F. Mourtada, B. Muir, D. Mulrow, D. Mundy, B. Murray, R. Muthupillai, S. Mutic, L. Myers, P. Nagy, M. Nakamura, J. Napoli, S. Naqvi, V. Narayana, D. Nazareth, J. Nelson, J. Newell, W. Ngwa, A. Niemierko, R. Nishikawa, F. Noo, R. Nordstrom, H. Nusrat, J. Nute, C. Obcemea, J. Och, J. O'Daniel, J. Oh, A. Olch, M. Oldham, Z. Ouhib, S. Ozawa, N. Ozturk, D. Pafundi, H. Paganetti, L. Page, S. Pai, H. Palmans, J. Palta, G. Pang, M. Pankuch, N. Papanikolaou, J. Park, J. Park, S. Park, B. Parker, S. Parker, W. Parker, K. Parodi, E. Parsai, T. Patel, V. Patel, T. Pawlicki, D. Pearson, C. Peeler, S. Pella, C. Peng, A. Perez-Andujar, T. Petrone, D. Pfeiffer, M. Phillips, D. Pinnaduwage, T. Podder, M. Podgorsak, B. Pogue, Y. Poirier, J. Pollard-Larkin, R. Popple, P. Poulsen, S. Prajapati, G. Pratx, R. Price, J. Prisciandaro, T. Purdie, Z. Qi, A. Rahmim, S. Raina, F. Ranallo, D. Rangaraj, N. Ranger, K. Rasmussen, P. Rassiah-Szegedi, S. Rathee, D. Reeve, M. Rehani, I. Reiser, L. Ren, F. Reynoso, S. Richardson, A. Riegel, M. Rivard, D. Robertson, S. Robertson, A. Rodrigues, J. Roeske, J. Rong, Y. Rong, J. Roper, I. Rosado-Mendez, M. Rosu-Bubulac, A. Roth, L. Rothenberg, D. Ruan, N. Rubert, K. Ruchala, J. Sabol, D. Saenz, B. Sahiner, N. Sahoo, A. Saito, E. Sajo, I. Sala, Z. Saleh, B. Salter, L. Santanam, S. Sapareto, D. Scanderbeg, D. Schlesinger, B. Schmidt, T. Schmidt, C. Schmidtlein, D. Schofield, E. Schreibmann, L. Schreiner, B. Schueler, J. Schuemann, R. Schulte, A. Scott, I. Sechopoulos, M. Seddon, W. Sensakovic, Y. Seo, A. Sethi, J. Seuntjens, M. Shaikh, C. Shang, Y. Shao, G. Sharp, R. Shaw, J. Shen, S. Shen, K. Sheng, D. Shepard, J. Shepherd, C. Shi, Y. Shu, C. Sibata, J. Siebers, F. Siebert, J. Siewerdsen, J. Sillanpaa, M. Silosky, S. Simiele, R. Siochi, C. Skourou, J. Smilowitz, W. Smith, M. Snyder, J. Sohn, J. Solomon, W. Song, N. Soni, J. Sonke, M. Speidel, N. Sperling, P. Sprawls, R. Stafford, D. Stanley, J. Star-Lack, S. Stathakis, J. St-Aubin, J. Stayman, S. Steciw, R. Stern, J. Stoker, M. Studenski, A. Sudhyadhom, B. Sun, M. Supanich, M. Surucu, M. Svatos, L. Sweeney, T. Szczykutowicz, K. Taguchi, A. Tai, X. Tang, L. Tarbox, R. Tarver, P. Taylor, R. Ten Haken, B. Teo, D. Thomas, M. Thomas, S. Thompson, Z. Tian, C. Tien, W. Tomé, B. Tonner, R. Tosh, S. Tripathi, A. Trofimov, E. Tryggestad, V. Tsapaki, H. Tseng, P. Tsiamas, J. Turian, T. Turkington, N. Tyagi, F. Van den Heuvel, D. van der Merwe, M. Vanderhoek, C. Vanderstraeten, T. Varghese, S. Vedantham, I. Veltchev, Y. Vinogradskiy, A. Walz-Flannigan, A. Wang, B. Wang, D. Wang, D. Wang, I. Wang, J. Wang, J. Wang, J. Wang, L. Wang, T. Wang, W. Wang, Z. Wang, Y. Watanabe, C. Watchman, J. Weaver, S. Weintraub, M. Wells, N. Wen, R. Wendt, B. Wessels, B. Whelan, S. White, D. Wiant, R. Wiersma, K. Wijesooriya, C. Williams, C. Willis, T. Willoughby, J. Wilson, B. Winey, B. Wu, J. Wu, Q. Wu, Q. Wu, K. Wunderle, P. Xia, Y. Xiao, L. Xing, Q. Xu, P. Yadav, S. Yaddanapudi, T. Yamamoto, D. Yan, G. Yan, S. Yan, N. Yanasak, D. Yang, J. Yang, J. Yang, K. Yang, M. Yang, W. Yang, X. Yang, Y. Yang, Y. Yang, Y. Yang, J. Yap, M. Yester, B. Yi, F. Yin, A. Yock, E. Yorke, A. Yu, H. Yu, L. Yu, V. Yu, Y. Yu, Z. Yu, Q. Yuan, N. Yue, H. Zaidi, M. Zarepisheh, W. Zbijewski, D. Zhang, D. Zhang, H. Zhang, H. Zhang, J. Zhang, J. Zhang, M. Zhang, P. Zhang, R. Zhang, S. Zhang, T. Zhang, X. Zhang, Y. Zhang, Y. Zhang, Y. Zhang, Y. Zhang, B. Zhao, H. Zhao, T. Zhao, W. Zhao, D. Zheng, H. Zhong, J. Zhou, X. Zhou, L. Zhu, M. Zhu, T. Zhu, X. Zhu, J. Zoberi, P. Zygmanski

MODERATORS

C. Abbey, H. Al-Hallaq, T. Atwood, K. Bader, P. Balter, P. Basran, M. Bazalova-Carter, L. Beaulieu, N. Becker, B. Bednarz, S. Benedict, R. Berbeco, T. Bjarnason, K. Boedeker, J. Boone, T. Bortfeld, S. Bowen, S. Brady, K. Brock, D. Brown, N. Brown, J. Burmeister, C. Burton, J. Cai, D. Carlson, L. Cervino, S. Chang, Z. Chang, S. Cherry, I. Chetty, S. Cho, J. Clements, L. Conroy, L. Court, E. Covington, W. Creech, W. Culberson, A. Damato, M. DeLorenzo, L. Dong, K. Drukker, C. Duzenli, I. El Naqa, S. Evans, J. Farr, R. Fisher, S. Flampouri, R. Flynn, J. Fontenot, E. Ford, N. Ford, C. Fox, B. Fraass, J. Frimeth, W. Fuss, G. Gang, S. Gao, E. Gingold, C. Glide-Hurst, K. Gorny, D. Gress, A. Gutierrez, S. Hadley, K. Hasse, K. Hendrickson, A. Herrick, R. Hobbs, J. Hoisak, R. Howell, C. Hruska, C. Hua, G. Hugo, K. Hulme, M. Huq, H. Ingleby, D. Jaffray, X. Jia, D. Jordan, N. Jornet, M. Kachelriess, K. Kanal, S. Kappadath, P. Keall, K. Keenan, B. Keller, M. Kessler, P. Kinahan, A. Kirov, F. Kong, J. Kruse, S. Kry, Y. Kuang, A. Lalonde, J. Lamb, A. Lammertsma, K. Langen, J. Lewis, H. Li, X. Li, P. Lindsay, H. Liu, T. Liu, Y. Liu, D. Low, J. Lowenstein, Z. Lu, M. Mahesh, J. Mainprize, J. Mamou, R. Marsh, E. Marshall, M. Matuszak, P. Maxim, C. Mayo, C. McCollough, K. McConnell, S. McKenney, M. McNitt-Gray, M. Meineke, M. Miften, D. Mihailidis, K. Moore, J. Moran, D. Nguyen, K. Nie, F. Noo, B. O'Brien-Penney, M. Oldham, L. Olsen, S. O'Reilly, T. Oshiro, L. Padilla, D. Pafundi, J. Palta, S. Parker, F. Pineda, T. Podder, M. Podgorsak, B. Pogue, Y. Poirier, J. Polf, J. Pollard-Larkin, R. Popple, P. Poulsen, S. Prajapati, J. Prisciandaro, X. Qi, D. Ragan, I. Reiser, L. Ren, E. Ritenour, A. Rodrigues, I. Rosado-Mendez, D. Ruan, A. Rubinstein, S. Sammet, B. Sattler, D. Schofield, L. Schreiner, L. Schubert, B. Schueler, J. Schuemann, B. Schwarz, I. Sechopoulos, W. Sensakovic, K. Sheng, S. Simiele, J. Smilowitz, W. Smith, S. St. James, R. Stafford, D. Stanley, G. Starkschall, J. Stayman, R. Stern, R. Stewart, J. Stickel, M. Supanich, K. Surry, T. Szczykutowicz, G. Tang, X. Tang, S. Tanny, R. Thomson, J. Trzasko, V. Tsapaki, Y. Vinogradskiy, R. Weersink, G. White, L. Wilson, B. Winey, J. Wong, Q. Wu, K. Wunderle, Y. Xiao, Y. Xie, M. Yaffe, A. Yahya, D. Yan, N. Yanasak, K. Yang, X. Yang, Y. Yang, F. Yin, J. Zhang, X. Zhou, T. Zhu

INVITED SPEAKERS AND PARTICIPANTS

C. Abbey, I. Albanti, A. Alexandrian, H. Al-Hallaq, R. Al-Senan, A. Appelt, T. Atwood, M. Averkiou, S. Avery, A. Ayan, P. Balter, N. Barrett, P. Basran, M. Bazalova-Carter, L. Beaulieu, C. Beltran, L. Berkowitz, J. Bertholet, A. Besemer, T. Bjarnason, M. Blakey, B. Blankenship, O. Blasi, J. Borgstede, W. Bosch, H. Bouchard, C. Bradford, S. Brady, J. Brindle, D. Brown, K. Brown, C. Buckey, J. Burmeister, C. Burton, N. Busse, C. Cagnon, J. Cai, J. Cammin, M. Cao, D. Carlson, K. Carrington, R. Caruana, E. Cazap, L. Cervino, A. Cetnar, L. Chan, Z. Chang, D. Cheek, H. Chen, Z. Chen, S. Cherry, J. Chessell, R. Chopra, O. Christianson, V. Colussi, L. Conroy, D. Cooper, B. Coopey, B. Cote, L. Court, T. Cui, W. Culberson, B. Curran, A. Damato, J. Damilakis, S. Das, J. Deasy, A. Deisher, M. DeLorenzo, M. DeWeese, A. Dickson, S. Dieterich, E. Diffenderfer, N. Dissler, N. Dogan, J. Donaghue, W. Donahue, L. Dong, J. Dugas, N. Dwivedi, S. Dyer, T. Eichler, S. Einstein, I. El Naqa, J. Elee, B. Elshahat, S. Evans, M. Feng, W. Feng, A. Fenster, R. Fisher, T. Fisher, S. Flampouri, E. Fleming, R. Flores, E. Flores-Martinez, J. Fontenot, E. Ford, J. Fowlkes, C. Fox, M. Fraser, J. Frimeth, D. Frush, W. Fuss, P. Gabriel, N. Gagne, S. Gajdos, G. Gang, S. Gao, M. Gerace, C. Geraghty, M. Ghita, M. Giger, T. Gilk, D. Gilley, E. Gingold, D. Gladstone, C. Glide-Hurst, M. Gooding, K. Gorny, M. Gossman, M. Graham, S. Graves, B. Greenspan, D. Gress, M. Guerrero, L. Hadjiiski, S. Hadley, T. Hall, P. Halvorsen, B. Hamilton, J. Hamilton, C. Hampton, E. Hardesty, K. Hasse, B. Hasson, K. Haworth, K. Hendrickson, A. Herrick, S. Hickling, D. Hintenlang, R. Hobbs, M. Hoerner, J. Hoisak, Q. Hu, Y. Hu, C. Hua, G. Hugo, K. Hulme, D. Huo, M. Huq, M. Hyun, A. Jackson, S. Jiang, J. Jin, J. Johnson, M. Joiner, A. Jones, B. Jones, L. Jones, R. Jones, T. Jones, D. Jordan, T. Juang, Y. Jung, P. Jursinic, M. Kachelriess, S. Kamath, F. Kamp, K. Kanal, T. Karan, E. Karjalainen, J. Karp, E. Kaye, P. Keall, K. Keenan, B. Keller, M. Khayat, F. Khosa, L. Kim, S. Kim, R. Kincaid, C. Kirkby, A. Kirov, C. Kirschner, M. Kishore, M. Knoll, N. Koch, F. Kong, S. Kos, J. Kruse, S. Kry, R. Kudner, A. Kuhls-Gilcrist, J. Kukluk, K. Kulkarni, Z. Labby, J. Lagendijk, M. Lamba, M. Lambert, A. Lammertsma, R. Lamoureux, A. Le, F. Leeuwen, D. Letourneau, B. Li, H. Li, X. Li, S. Lim, H. Lincoln, M. Lipford, F. Liu, H. Liu, Y. Liu, F. Lofman, L. Long, C. Lopes, R. Lowe, J. Lowenstein, C. Lucas Tardif, Y. Lyatskaya, Q. Lyu, D. Mah, M. Mahesh, A. Maidment, J. Maier, H. Malhotra, J. Mamou, N. Marsh, R. Marsh, E. Marshall, C. Martin, K. Matthews, R. Matthews, M. Matuszak, P. Maxim, C. Mayo, K. McConnell, K. McCullough, B. McDonald, J. McDonald, M. McEwen, S. McKenney, M. McNitt-Gray, A. McNiven, A. Meltzer, M. Mendonca, T. Mertens, J. Metz, M. Miften, D. Mihailidis, D. Miller, J. Miller, R. Miller, M. Milosevic, D. Mired, J. Moirano, V. Moiseenko, P. Montay-Gruel, J. Moore, K. Moore, J. Moran, O. Morin, G. Morrison, P. Morssink, S. Mossahebi, F. Mourtada, A. Nagle, M. Natwa, N. Nayebi, D. Nguyen, W. Ngwa, K. Nie, C. Njeh, F. Noo, F. Nunez, A. Nunn, J. Och, J. Ödén, A. Olch, M. Oldham, S. O'Reilly, T. Oshiro, L. Padilla, D. Pafundi, H. Paganetti, L. Page, A. Panda, B. Parker, S. Parker, K. Parodi, H. Patrocinio, T. Pawlicki, C. Peng, G. Pereira, H. Petersen, D. Pfeiffer, M. Phillips, F. Pineda, R. Pizzutiello, T. Podder, M. Podgorsak, B. Pogue, Y. Poirier, J. Pollard-Larkin, R. Pooley, C. Pope, R. Popple, P. Poulsen, J. Prisciandaro, T. Purdie, J. Pursley, X. Qi, S. Quirk, N. R Datta, S. Raina, A. Ravi, M. Rehani, I. Reiser, L. Ren, M. Rivard, L. Rivera, C. Robinson, G. Robinson, R. Rockne, A. Rodrigues, W. Roestel, M. Rogers, E. Roncali, Y. Rong, T. Roque, I. Rosado-Mendez, S. Rose, A. Roth, M. Roumeliotis, D. Ruan, A. Rubinstein, K. Ruchala, T. Ruckdeschel, C. Sammet, P. Sandwall, A. Sarkar, D. Schaaf, R. Schmidt, S. Schoen, J. Schoenfeld, F. Schofer, D. Schofield, L. Schreiner, L. Schubert, B. Schueler, J. Schuemann, B. Schwarz, I. Sechopoulos, W. Sensakovic, J. Seuntjens, G. Sgouros, I. Shah, G. Sharp, G. Shastri, Z. Shen, K. Sheng, C. Shi, S. Shrestha, R. Siochi, J. Smilowitz, J. Snyder, B. Somell, N. Soni, N. Sperling, J. Spielman, S. St. James, R. Stafford, T. Stanescu, D. Stanley, G. Starkschall, S. Stathakis, R. Stewart, K. Strauss, J. Sunderland, M. Supanich, K. Sysock, T. Szczykutowicz, I. Tai, G. Tang, X. Tang, S. Tanny, A. Tao, L. Tarbox, S. Taylor-Phillips, R. Teboh Forbang, B. Teo, E. Thompson, M. Towsley, I. Troussier, J. Trzasko, V. Tsapaki, N. Tyagi, M. Uhr, A. Uneri, G. Valdes, J. Van Dyk, B. van Ginneken, M. Van Prooijen, J. Van Soest, H. Veeraraghavan, A. Veres, I. Vergalasova, M. Wahab, A. Wakhule, J. Wang, J. Waterton, M. Webster, R. Weersink, J. Wells, M. Wells, R. Wendt, S. Wetherall, M. Whitaker, M. Whitaker, E. Wikstrom, C. Williams, D. Wilson, J. Wilson, L. Wilson, B. Winey, A. Wolbarst, K. Working, K. Wunderle, P. Xia, L. Xiang, Y. Xiao, H. Xu, T. Yamamoto, D. Yan, N. Yanasak, K. Yang, X. Yang, F. Yin, V. Yu, Y. Zhang, X. Zhou, M. Zhu, T. Zhu, X. Zhu

SAMs REVIEWERS

Thank you to the Maintenance of Certification Subcommittee for assistance with the SAMs review process.