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The papers in this volume were part of the technical conference cited on the cover and title page. Papers were selected and subject to review by the editors and conference program committee. Some conference presentations may not be available for publication. Additional papers and presentation recordings may be available online in the SPIE Digital Library at SPIEDigitalLibrary.org. The papers reflect the work and thoughts of the authors and are published herein as submitted. The publisher is not responsible for the validity of the information or for any outcomes resulting from reliance thereon. Please use the following format to cite material from these proceedings: Author(s), “Title of Paper,” in Medical Imaging 2018: Image-Guided Procedures, Robotic Interventions, and Modeling, edited by Baowei Fei, Robert J. Webster III, Proceedings of SPIE Vol. 10576 (SPIE, Bellingham, WA, 2018) Seven-digit Article CID Number. ISSN: 1605-7422 ISSN: 2410-9045 (electronic) ISBN: 9781510616417 ISBN: 9781510616424 (electronic) Published by SPIE P.O. Box 10, Bellingham, Washington 98227-0010 USA Telephone +1 360 676 3290 (Pacific Time)· Fax +1 360 647 1445 Copyright © 2018, Society of Photo-Optical Instrumentation Engineers. Copying of material in this book for internal or personal use, or for the internal or personal use of specific clients, beyond the fair use provisions granted by the U.S. Copyright Law is authorized by SPIE subject to payment of copying fees. The Transactional Reporting Service base fee for this volume is $18.00 per article (or portion thereof), which should be paid directly to the Copyright Clearance Center (CCC), 222 Rosewood Drive, Danvers, MA 01923. Payment may also be made electronically through CCC Online at copyright.com. Other copying for republication, resale, advertising or promotion, or any form of systematic or multiple reproduction of any material in this book is prohibited except with permission in writing from the publisher. The CCC fee code is 1605-7422/18/$18.00. Printed in the United States of America. Publication of record for individual papers is online in the SPIE Digital Library.
Paper Numbering: Proceedings of SPIE follow an e-First publication model. A unique citation identifier (CID) number is assigned to each article at the time of publication. Utilization of CIDs allows articles to be fully citable as soon as they are published online, and connects the same identifier to all online and print versions of the publication. SPIE uses a seven-digit CID article numbering system structured as follows:
AuthorsNumbers in the index correspond to the last two digits of the seven-digit citation identifier (CID) article numbering system used in Proceedings of SPIE. The first five digits reflect the volume number. Base 36 numbering is employed for the last two digits and indicates the order of articles within the volume. Numbers start with 00, 01, 02, 03, 04, 05, 06, 07, 08, 09, 0A, 0B…0Z, followed by 10-1Z, 20-2Z, etc. Abbaszadeh, Shiva, 23 Abolmaesumi, Purang, 1T Achkar, Jean-Paul, 15 Acosta, Oscar, 2J Akbari, Hamed, 0O Aktas, Mehmet K., 0N Alexander, Clayton P., 0J Allard, Margaret, 0A Alvarez, Pablo, 1D Alyamani, Sara, 1R, 2E Anas, Emran M. A., 1T Anderson, Brian M., 2D Andress, Sebastian, 0H Andrews, Jessica, 28 Andruejol, Johan, 2R Apinorasethkul, Chavanon, 17 Arikatla, Venkata S., 12 Arimura, H., 1Z Armand, Mehran, 0J Aronson, Joshua, 24 Asselin, Mark, 27 Atria, Cristian, 2V Azizi, Shekoofeh, 1T Bainbridge, Daniel, 1S Barbur, Iulia, 15 Barratt, Dean, 03, 0K Bascom, Rebecca, 18 Batchelar, Deidre, 0U Baum, Zachary, 0Y, 0Z, 20 Bax, Jeffrey, 1O Bayat, Sharareh, 1T Belschner, Justine, 2E Belzberg, A., 0E Bera, Kaustav, 15 Beyerer, Jürgen, 2O Bilello, Michel, 0O Blakey, George H., 12 Boctor, Emad M., 2I Bodart, Lindsay E., 1A, 26 Bodenstedt, Sebastian, 04, 1Q Bonmati, Ester, 03, 0K Brock, Kristy K., 2D Brown, A., 0M Burgert, Oliver, 21 Burton, Justin, 2E Byrnes, Patrick D., 18 Cai, Leon Y., 09 Camaratta, Joseph, 17, 2N Camp, Jon J., 0N Campbell, Robert M., Jr., 2C Capraro, Anthony, 2C Carass, Aaron, 06 Castro, Miguel, 1D Cazoulat, Guillaume, 2D Chabanas, Matthieu, 0Q, 1D Cheikh, Faouzi Alaya, 2H Cheirsilp, Ronnarit, 18 Chen, Aaron, 2S Chen, Amy Y., 05 Chen, Tao, 1Y Chen, Yan, 2M Chen, Yujun, 2Y Cheng, Alexis, 2I Christiansen, Evald Høj, 22 Church, Ben, 0Y, 0Z Ciske, Benjamin R., 26 Clancy, Neil T., 13 Clarkson, Matthew J., 13 Cleary, Kevin, 1R, 2E Clements, Logan W., 0D, 1F, 1H Coelho, Brett, 2U Coley, Catherine, 1R, 2E Collins, Jarrod A., 0D Cotic Smole, P., 2X Courtecuisse, Hadrien, 0Q Cusma, J. T., 0G Dangi, Shusil, 07 Dankelman, Jenny, 1L Davatzikos, Christos, 0O Davidson, Brian, 13 Dawant, Benoit M., 1F, 1U De, Smita, 09 De Crevoisier, Renaud, 2J Deie, Kyoichi, 2Y Deisher, A. J., 0G, 2F de Jong, Tonke L., 1L Dempsey, Sergio C. H., 1B Deprest, Jan, 0I, 0K De Silva, T., 0C, 0E, 0M, 1N de With, Peter H. N., 0V, 0W D’hooge, Jan, 0K Dietz, Hans Peter, 0K Dijkstra, Jouke, 22 Dillenseger, Jean-Louis, 1D Dillmann, Rüdiger, 1Q Dohle, Daniel-Sebastian, 1X Doshi, Jimit, 0O D’Souza, David, 1O Eggers, Mitch, 2S Eigen, Katharina, 1X Elle, Ole Jakob, 2H Emmanuel, Steve, 28 Enquobahrie, Andinet, 12, 2R Ershad, Marzieh, 2W Essmann, Clara, 1M Evans, Sally, 1R, 2E Fan, Xiaoyao, 0S, 24 Fei, Baowei, 05, 16 Fei, Zhenyu, 22 Fenster, Aaron, 0U, 1O, 1P Ferguson, James M., 09 Fichtinger, Gabor, 0T, 0Y, 0Z, 11, 14, 20, 25, 27, 28, 2L Fiocchi, Claudio, 15 Fooladi Talari, Hadi, 1R, 2E Fotouhi, Javad, 0H, 0J Freeman, Alex, 1M Fuerst, Bernhard, 0J Funke, Isabel, 04, 1Q Furukawa, Kazuhiro, 19 Gaede, Stewart, 1C Gale, Alastair G., 2M Gardi, Lori, 1P Gauer, Tobias, 0F Geevarghese, Sunil K., 0D Gern, Markus, 1Q Ghavami, Nooshin, 03 Ghazvinian Zanjani, Farhad, 0W Gibson, Eli, 03 Gillies, Derek J., 1P Girard, Emily J., 2K Gleeson, Fergus V., 1E Gobeli, Maxime, 2J Goerres, J., 0C, 1N Gomez, Arnold D., 06 Goodale, Sarah E., 1H Goodworth, Adam, 2E Goto, Hidemi, 19 Grau, Vicente, 1E Griffith, Christopher C., 05 Gunka, Vit, 30 Guo, Rongrong, 16 Gupta, Rishi, 15 Gupta, Sanjay, 2D Gurusamy, Kurinchi, 13 Haemmerich, Dieter, 0N Haigron, Pascal, 2J Halicek, Martin, 05, 16 Halter, Ryan J., 1I Han, R., 0C, 0E, 1N Hao, Haidong, 1V Haq, Hassan, 28 Harada, Kanako, 2Y Hasnain, A. C., 2F Hawkes, David J., 13 Hayashi, Yuichiro, 1Y Heiselman, Jon S., 0D Helm, P., 1G Herman, M. G., 0G Herrell, S. Duke, III, 09 Herrmann, Christian, 2O Higgins, William E., 18 Hilts, Michelle, 0U Hirooka, Yoshiki, 19 Hirose, T., 1Z Hisey, Rebecca, 20, 25 Hoffman, Carson, 2Q Hoffmann, Rüdiger, 21 Hohmann, S., 0G, 2F Holck, Emil N., 22 Holden, Matthew S., 0T, 11, 20, 25 Holm, Niels R., 22 Holmes, David R., III, 0N Honda, H., 1Z Hopp, T., 2X Horvath, Sam, 2R Howes, Daniel W., 20 Hu, Yipeng, 03, 0K Huang, David T., 0N Huang, Steven, 2S Iglesias, Juan Eugenio, 0I Ionita, Ciprian N., 0R Jacobsen, Megan C., 2S Jacobson, Matt, 0C, 0E, 1N James, Paul, 17 Janatka, Mirek, 13 Jarnagin, William R., 0D Jiang, Yang, 2K Jiang, Zhengang, 1Y Johnson, Alex, 0H, 0J Kaaniche, Mounir, 2H Kaiser, C., 2X Kamali, Shahrokh, 0Y Karami, Elham, 1C Kay, Marsha, 15 Kenngott, Hannes, 1Q Keri, Zsuzsanna, 20, 25, 28 Ketcha, M., 0C, 0E, 1N Khanuja, Harpal, 0J Kingham, T. Peter, 0D Kitasaka, Takayuki, 19 Kleinszig, G., 0C, 0E, 1N Klink, Camiel, 1L Kolen, Alexander F., 0V Konishi, H., 0G, 2F Korsten, Hendrikus H. M., 0W Kovelman, Staci, 1R Krammer, J., 2X Kronreif, Gernot, 2L Kruse, J. J., 0G Kuhlengel, Trevor K., 18 Kurose, Yusuke, 2Y Kurowski, Jacob, 15 Kuzhagaliyev, Timur, 13 Labadie, Robert F., 1U Laeseke, Paul, 2Q Langø, Thomas, 0X Larson, Paul S., 0P Lasso, Andras, 0T, 0Y, 0Z, 11, 27, 28, 2L Last, Lisa, 2V Lediju Bell, Muyinatu A., 0A Lee, Junghoon, 2Z Lee, Patrick, 2S Lee, Sing Chun, 0J Lee, Ting-Yim, 1C Lehmann, H. I., 0G Le Lann, Florian, 0Q Leseur, Julie, 2J Lessoway, Victoria A., 30 Leung, Eric, 1O Leung, Regina, 11, 14 Levy, Ron, 0T Li, Chen, 0S, 24 Li, Guoxin, 1Y Li, Ming, 10 Li, Yingguang, 22 Lia, Hillary, 25, 28 Lin, Ethan Y., 2D Linguraru, Marius George, 2R Linte, Cristian A., 07, 0N Little, James V., 05 Liu, Zheng, 23 Lu, Linfeng, 2S Ludig, Kristian, 28 Lukens, John, 17 Luo, Ma, 0P, 1F, 1H Lustig, Robert, 0O Ma, Hua, 1V Ma, Ling, 16 Maier, Andreas, 1X Majewicz Fey, Ann, 2W Manbachi, A., 0M Marinho, Murilo M., 2Y Martin, Alastair J., 0P Martinez, Jonathan, 2S Massey, Simon, 30 Master, Viraj, 16 Matin, Tahreema, 1E McArthur, Mark, 2S McCallum, Caitlin, 20 McDonough, Joseph, 2C McGraw, Robert, 14 McLaughlin, David J., 17, 2N Melancon, Adam, 2S Melancon, Marites P., 2S Mercado, Ashley, 1P Meszoely, Ingrid M., 1H Metzler, Jürgen, 2O Michael, Justin, 0U Miga, Michael I., 0D, 0P, 1F, 1H Mihailidis, Dimitris, 17 Mihajlovic, Nenad, 0W Mistretta, Charles A., 2Q Mitchell, Christopher H., 25 Mitsuishi, Mamoru, 2Y Miyahara, Ryoji, 19 Moelker, Adriaan, 1L Mohamed, Tamer, 1T Monfaredi, Reza, 1R, 2E Moore, Caroline, 03 Moore, John, 1S Mori, Kensaku, 19, 1Y Morin, Evelyn, 0T Morin, Fanny, 0Q Morozova, Olga, 2E Morton, Daniel, 0U Moult, Eric, 14 Mousavi, Parvin, 1T Müller-Stich, Beat Peter, 1Q Nakazawa, Atsushi, 2Y Narasimhan, Saramati, 0P Navab, Nassir, 0H, 0J, 19 Newman, L. K., 0G, 2F Ng, Gary C., 0W Nguyen, Tung, 12 Nieh, Peter, 16 Ninomiya, K., 1Z Noble, Jack H., 1U Noo, Frederic, 2V Oda, Masahiro, 19, 1Y Odhner, Dewey, 17 Odisio, Bruno C., 2D Oh, Philip, 2I Ohga, S., 1Z Olson, Jonathan D., 0S Osgood, Greg, 0C, 0H, 0J, 1G, 1N Ourselin, Sebastien, 0I Overhoff, Heinrich M., 2P Packard, Nathan, 2V Packer, Douglas L., 0G, 0N, 2F Pakiam, Fiona, 2K Palombi, Olivier, 0Q Paniagua, Beatriz, 12, 2R Papiez, Bartłomiej W., 1E Parker, K. D., 0G, 2F Patel, Mihir, 05 Paulin, Gregory, 28 Paulsen, Keith D., 0S, 24 Pawar, Vijay M., 1M Payan, Yohan, 0Q, 1D Paydarfar, Joseph A., 1I Pednekar, Gargi V., 17, 2N Pergami, Paola, 1R Peter, Loic, 0I Peters, Terry, 1S Pinter, Csaba, 0Y Podgorsak, Alexander, 0R Porras, Antonio R., 2R Pourtaherian, Arash, 0V, 0W Prince, Jerry L., 06 Pylatiuk, Christian, 1Q Qiao, Yang, 2S Rae, Emily, 0T Rajaram, Ajay, 1T Ramchandran, V., 0L Ramsay, B., 0C, 1N Rathore, Saima, 0O Raval, Amish N., 1A, 26 Reed, Alexander, 09 Rege, Robert, 2W Reiber, Johan H. C., 22 Reichard, Daniel, 1Q Reinertsen, Ingerid, 0Q Rettmann, Maryam E., 0G, 0N, 2F Richey, Winona L., 1H Riediger, Carina, 04 Rigaud, Bastien, 2J Roberts, David W., 0S Rodell, Rachael, 03 Rodgers, Jessica R., 0U, 1O Rohling, Robert N., 30 Rouzé, Simon, 1D Rozycki, Martin, 0O Ruiter, N. V., 2X Saavedra, Sandra, 2E Salvador, Tyler, 1R, 2E Samani, Abbas, 1B, 1C, 2U Sánchez-Margallo, Juan A., 0X Sargent, Derek, 14 Sasahara, M., 1Z Sasaki, T., 1Z Schaefer, Gerald, 2M Schafer, Sebastian, 1A, 2Q Schlenger, Christopher, 0Z Schnabel, Julia A., 1E Schuster, David M., 16 Sciubba, D. M., 0E Seibel, Eric J., 2K Shahedi, Maysam, 16 Shakir, Dzhoshkun I., 0I Shammo, Geraldine, 17 Shan, Caifeng, 0V Shaughnessy, Gabe, 2Q Shepard, Lauren M., 0R Sheth, Niral, 0C, 0E, 1N Shi, Weili, 1Y Shubert, Joshua, 0A Shukla, Gaurav, 0O Siddiqui, Adnan, 0R Siebold, Michael, 09 Siewerdsen, J. H., 0C, 0E, 0L, 0M, 1G, 1N Simon, Antoine, 2J Simone, Charles B., II, 17, 2N Simpson, Amber L., 0D Sindhwani, Nikhil, 0K Singhana, Burapol, 2S Sommer, Kelsey N., 0R Song, Daniel Y., 2Z Song, Jie, 2C Sothmann, Thilo, 0F Speidel, Michael A., 1A, 26 Speidel, Stefanie, 04, 1Q Stayman, J. W., 1G Stone, Maureen L., 06 Stoyanov, Danail, 0I, 13, 1M Strother, Charles M., 2Q Sühling, Michael, 1X Surry, Kathleen, 1O Suzuki, A., 0G, 2F Szmul, Adam, 1E Tabrizi, Pooneh R., 1R, 2E Tang, Qiang, 2M Tang, Xikai, 0W Tasciotti, Ennio, 2S Taylor, Giacomo, 0J Taylor, Russell H., 0J Tchaka, Kevin, 13 Tella-Amo, Marcel, 0I Tessier, David, 1P Thawani, Rajat, 15 Theodore, N., 1G Thompson, Reid C., 1F Tian, Li, 2S Toews, Alexander R., 30 Tolpadi, Aniket A., 06 Tong, Yubing, 17, 2C, 2N Torigian, Drew A., 17, 2C, 2N Toth, Jennifer, 18 Travers, Bryan, 0Y Tu, Shengxian, 22 Tyagi, Mohit, 12 Udupa, Jayaram K., 17, 2C, 2N Umezu, Y., 1Z Unberath, Mathias, 0H, 0J Underwood, Grace, 2L Uneri, A., 0C, 0E, 0L, 0M, 1G, 1N Ungi, Tamas, 0Y, 0Z, 14, 20, 25, 27, 2L van de Berg, Nick J., 0X van den Dobbelsteen, John J., 0X, 1L van Walsum, Theo, 1V Vasconcelos, Francisco, 13 Vassallo, Reid, 1S Velker, Vikram, 1O Venkataraman, Ashwin, 0R Vercauteren, Tom, 0I, 0K Vijayan, Rohan, 1F Viswanath, Satish, 15 Vogt, S., 0C, 0E, 1N Wagner, Martin, 1A, 26 Walus, Konrad, 1T Wang, Congcong, 2H Wang, S., 0G, 2F Wang, Xu, 05 Webster, Robert J., III, 09 Wei, Guodong, 1Y Weidert, Simon, 0H Weis, Jared A., 0D Weitz, Jürgen, 04 Wels, Michael, 1X Werner, René, 0F White, Ray, 12 Willersinn, Dieter, 2O Williaume, Danièle, 2J Winkler, Alexander, 0H Wood, Brad J., 10 Wu, Caiyun, 2C Wu, Hemmings, 23 Wu, Xiaotian, 1I Wu, Xingyu, 17, 2N Xia, Sean, 25 Xiao, Liang, 2C Xu, Sheng, 10 Yang, Hongxu, 0V Yang, Xiaochen, 1F Yaniv, Ziv, 07 Yeo, Caitlin T., 14, 28 Yi, Nelson, 28 Yi, T., 0L Yu, Kevin, 0H Zang, Xiaonan, 18 Zevin, Boris, 11 Zhang, Bofeng, 2I Zhang, Guoyi, 16 Zhang, X., 0E, 1G Zhao, Yiyuan, 1U Zinger, Svitlana, 0W Zurawka, Vanessa, 21 Conference CommitteeSymposium Chairs
Conference Chairs
Conference Program Committee
Session Chairs
2018 Medical Imaging Award RecipientsRobert F. Wagner Best Student Paper Award Robert F. Wagner was an active scientist in the SPIE Medical Imaging meeting, starting with the first meeting in 1972 and continuing throughout his career. He ensured that the BRH, and subsequently the CDRH, was a sponsor for the early and subsequent Medical Imaging meetings, helping to launch and ensure the historical success of the meeting. The Robert F. Wagner All-Conference Best Student Paper Award (established 2014) is acknowledgment of his many important contributions to the Medical Imaging meeting and his many important advances to the field of medical imaging.  This award is co-sponsored by:
2018 Recipients: First Place: Dynamic beam filtering for miscentered patients (10573-29) Andrew Mao, William Shyr, Grace J. Gang, J. Webster Stayman, Johns Hopkins Univ. (United States) Second Place: Tumor margin classification of head and neck cancer using hyperspectral imaging and convolutional neural networks (10576-4) Martin Halicek, Georgia Institute of Technology (United States) and Augusta Univ. (United States); James V. Little, Xu Wang, Emory Univ. School of Medicine (United States); Mihir Patel, Emory Univ. School of Medicine (United States) and The Winship Cancer Institute of Emory Univ. (United States); Christopher C. Griffith, Emory Univ. School of Medicine (United States); Amy Y. Chen, Emory Univ. School of Medicine (United States) and The Winship Cancer Institute of Emory Univ. (United States); Baowei Fei, Georgia Institute of Technology & Emory Univ. (United States) and The Winship Cancer Institute of Emory Univ. (United States) Conference AwardsImage-Guided Procedures, Robotic Interventions, and Modeling Young Scientist Awards sponsored by Siemens Healthineers Winner: Paper 10576-51, “Intra-operative 360° 3D transvaginal ultrasound guidance during high-dose-rate interstitial gynecologic brachytherapy needle placement” J. R. Rodgers, Western Univ. (Canada) and Robarts Research Institute (Canada); J. Bax, Robarts Research Institute (Canada); V. Velker, K. Surry, D. D’Souza, London Regional Cancer Program (Canada); E. Leung, Odette Cancer Ctr. (Canada); A. Fenster, Western Univ. (Canada) and Robarts Research Institute (Canada) Runner-up: Paper 10576-53, “Validation of cochlear implant electrode localization techniques” Y. Zhao, Vanderbilt Univ. (United States); R. F. Labadie, Vanderbilt Univ. Medical Ctr. (United States); B. M. Dawant, J. H. Noble Sr., Vanderbilt Univ. (United States) Runner-up: Paper 10576-56, “3D tissue mimicking biophantoms for ultrasound imaging: bioprinting and image analysis” S. Azizi, S. Bayat, The Univ. of British Columbia (Canada); A. Rajaram, Queen’s Univ. (Canada); E. Anas, Johns Hopkins Univ. (United States); T. Mohamed, K. Walus, Aspect Biosystems Ltd. (Canada); P. Abolmaesumi, The Univ. of British Columbia (Canada); P. Mousavi, Queen’s Univ. (Canada) Image-Guided Procedures, Robotic Interventions, and Modeling Poster Presentation Awards sponsored by Northern Digital Imaging Cum Laude: Paper 10576-99, “CT-ultrasound deformable registration for PET-determined prostate brachytherapy” J. Lee, D. Y. Song, Johns Hopkins Univ. (United States) Honorable Mention: Paper 10576-61, “Real-time workflow detection using webcam video for providing real-time feedback in central venous catheterization training” R. Hisey, T. Ungi, M. Holden, Z. Baum, Z. Keri, Queen’s Univ. (Canada); C. McCallum, D. W. Howes, Kingston General Hospital (Canada); G. Fichtinger, Queen’s Univ. (Canada) Honorable Mention: Paper 10576-86, “Distant pulse oximetry based on skin region extraction and multi-spectral measurement” C. Herrmann, Fraunhofer-Institut für Optronik, Systemtechnik und Bildauswertung (Germany) and Karlsruhe Institute of Technology (Germany); J. Metzler, D. Willersinn, Fraunhofer-Institut für Optronik, Systemtechnik und Bildauswertung (Germany); J. Beyerer, Fraunhofer-Institut für Optronik, Systemtechnik und Bildauswertung (Germany) and Karlsruhe Institute of Technology (Germany) |
