Open Access Paper
4 April 2017 Front Matter: Volume 10133
Abstract
This PDF file contains the front matter associated with SPIE Proceedings Volume 10133, including the Title Page, Copyright information, Table of Contents, and Conference Committee listing.

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Author(s), 'Title of Paper,” in Medical Imaging 2017: Image Processing, edited by Martin A. Styner, Elsa D. Angelini, Proceedings of SPIE Vol. 10133 (SPIE, Bellingham, WA, 2017) Seven-digit Article CID Number.

ISSN: 1605-7422

ISSN: 2410-9045 (electronic)

ISBN: 9781510607118

ISBN: 9781510607125 (electronic)

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Authors

Numbers 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.

Abdi, Amir H., 0S

Abdlaty, Ramy Mohammed, 22

Abdou, Elhassan, 2F

Abidin, Anas Z., 0M

Abolmaesumi, Purang, 0S

Abramson, Richard G., 09, 0A

Agarwal, Chirag, 05, 2T

Agrawal, Sumit K., 0Z

Ajani, Bhavya, 0Q

Alam, S. Riyahi, 0Z

Allan, Gregory, 0S

Alderliesten, Tanja, 12

Al-Dhamari, Ibraheem, 10

Al-Diri, Bashir, 2A

Alex, Varghese, 0G

Anderson, Adam W., 0L, 0N

Anjum, N., 26

Arbabshirani, Mohammad R., 05, 2T

Arens, C., 17

Assad, Albert, 09, 0A

Athanasiou, L. S., 2I

Baart, Robert, 0C

Bagchi, Ansuman, 1W

Bai, Peirui, 1Z

Bauer, Sabine, 10

Bejar, Hans H. C., 16

Bhatia, Parmeet S., 03

Bhattacharya, Subhabrata, 2B

Biggs, Elijah, 04

Blaber, Justin A., 0L, 0N

Blais, A., 2S

Bosman, Peter A. N., 12

Botter Martins, Samuel, 2G

Bouazizi, Hala, 2E

Bouter, Anton, 12

Brand, M., 2S

Brochhausen, Christoph, 0U

Brunette, Isabelle, 2E

Budin, Francois, 0P

Bui, Tien D., 18

Buss, Claudia, 0P

Cai, Yunliang, 19

Caliva, Francesco, 2A

Cao, Huiwen, 25

Cao, Xinhua, 21

Carass, Aaron, 1I

Cavallari, Michele, 0F

Ceranka, Jakub, 11

Cerrolaza, Juan J., 04

Chaganti, Shikha, 1F

Chakraborty, M., 26

Che, Chengqian, 2L

Chen, Antong, 1W

Chen, Haiwei, 0P

Chen, Haoyu, 0X, 1Q

Chen, Hui-Jun, 23

Chen, Terrence, 2B

Chen, Xi, 1O

Chen, Xi, 25, 29

Chen, Xinjian, 0X, 1Q, 1X

Cheng, Jieyu, 2P

Cheng, Ruida, 2H

Chennamsetty, Sai Saketh, 0G

Chin, Chih-Liang, 1W

Chiu, Bernard, 2P

Cho, Suengryong, 1Y, 28

Choi, Soyoung, 0O

Chong, Minqi, 0O

Chowdhury, Manish, 27

Choyke, Peter, 2H

Chudzik, Piotr, 2A

Claassen, Daniel O., 0J

Comaniciu, Dorin, 2B

Çukur, Tolga, 1R

R Curran, Walter J., 2Q

D'Haese, Pierre F., 0J

Dahmani, Jawad, 1D

Dallal, Ahmed H., 05, 2T

Damasio, Hanna, 0O

Dawant, Benoit M., 0J, 0T, 2M

de Boer, Johannes F., 0C

de Jong, Pim A., 0R

de Mey, Johan, 2F

De Ridder, Mark, 2F

de Vos, Bob D., 0R

Delp, Edward J., 0E

Ding, Zhaohua, 0L, 0N

Doerwald-Munoz, Lilian, 22

Dogdas, Belma, 1W

Drew, Mark S., 22

DSouza, Adora M., 0M

Dunn, Kenneth W., 0E

Edelman, Elazer R., 2I

Egorova, Svetlana, 0F

El Fakhri, Georges, 1H

Elfarnawany, Mai, 0Z

Entringer, Sonja, 0P

Eppenhof, Koen A. J., 1U

Falcão, Alexandre X., 2G

Fang, Qiyin, 22

Fei, Baowei, 2O

Fernandez-Del-Valle, Maria, 15

Fevens, Thomas, 18

Firmin, David, 13

Fishbaugh, James, 1A

Fleming, Sarah, 0S

Foran, David J., 1V

Forbes, Joseph, 1W

Frahm, Jan-Michael, 0B

Friebe, M., 17

Fujita, Hiroshi, 24

Galbán, Craig J., 0U

Galeotti, John, 2L

Galon, Micheli Zanotti, 2I

Gandler, William, 2H

Gao, Enting, 1Q

Gerig, Guido, 1A

Ghafaryasl, Babak, 0C

Gilmore, John, 0P

Gin, Ken, 0S

Girgis, J., 2S

Golla, B., 17

Gonzalez-Martinez, Jorge, 0O

Gorantla, Vijay S., 2L

Gu, Yingying, 1K

Güngör, Alper, 1R

Guo, Rongrong, 2O

Guo, Zhihui, 0H

Gurudu, Suryakanth, 2K

Guttmann, Charles R. G., 0F

Güven, H. Emre, 1R

Hager, Gregory D., 1B

Haldar, Shouvik, 13

Han, Hua, 25, 29

Hansen, C., 17

Hara, Takeshi, 24

Harder, Martin, 03

Harrigan, Robert L., 0A, 0N, 1C, 1F

Hawley, Dale, 0S

Hayden, Ryan, 15

Hayward, Joseph, 22

Heckers, Stephan, 2D

Heussel, Claus P., 0U

Hill, Jason E., 15, 2N

Ho, David Joon, 0E

Hoffman, Eric A., 08

Hollemann, David, 0U

Hong, Sungmin, 1A

Hoyng, Carel, 02

Hsieh, Meng-Kang, 14

Hunter, Andrew, 2A

Huo, Yuankai, 09, 0A

Hutchins, Gary D., 1O

Ibragimov, Bulat, 06

Icke, Ilknur, 1W

Išgum, Ivana, 0R

Ishida, Takayuki, 1P, 1S

Ishii, Masaru, 1B

Ishimaru, Naoki, 1P, 1S

IzadyYazdanabadi, Mohammadhassan, 2K

Jacob, Roland, 10

Jansen, Mariëlle J. A., 1T

Jiang, Luan, 2J

Jiang, Pingge, 0W

Jin, Chao, 1Q

Jin, Dakai, 08

Jog, Amod, 1I

Johnson, Hans, 1A

Jörgens, Daniel, 27

Joshi, Anand A., 0K, 0O

Jue, John, 0S

Karasev, Peter, 0I

Kashyap, Satyananda, 0H

Kauczor, Hans-Ulrich, 0U

Keegan, Jennifer, 13

Khan, Habib, 13

Kim, Eun Young, 1A

Klein, Stefan, 0Y, 1N

Konietzke, Philip, 0U

Kontos, Despina, 14

Kopanoğlu, Emre, 1R

Korez, Robert, 06

Kralik, Stephen F., 1O

Krishnamurthi, Ganapathy, 0G

Krishnan, Karthik, 0Q

Ladak, Hanif M., 0Z

Lakshminarayanan, Vasudevan, 0V

Landman, Bennett A., 09, 0A, 0J, 0L, 0N, 1C, 1F, 2D

Laporte, Catherine, 1D

Lay, Nathan, 2H

Leahy, Richard M., 0K, 0O

Lecouvet, Frederic, 11

Lee, Hoyeon, 28

Lee, Jongha, 28

Lee, Junghoon, 1I

Lee, Taewon, 1Y

Lee, Yeon Ju, 1Y

Lei, Yang, 2Q

Leistritz, Lutz, 0M

Lemos, Pedro Alves, 2I

Lenkinski, Robert E., 1J

Leonard, Simon, 1B

Leopold, Henry A., 0V

Leung, Stephanie, 19

Li, Bao-Juan, 23

Li, Baosheng, 1Z

Li, Lei, 13

Li, Qiang, 2J

Li, Shuo, 19

Liang, Jianming, 2K

Liefers, Bart, 02

Likar, Boštjan, 06

Lin, Chen, 1O

Lin, Minquan, 2P

Linguraru, Marius George, 04

Lissek, Friedrich, 10

Liu, Jiaqi, 09, 0A

Liu, Tian, 2Q

Liu, Xiangyu, 2N

Liu, Yang, 23

Liu, Yuan, 2M

Lopes, Augusto Celso, 2I

Lu, Hong-Bing, 23

Lu, Le, 2H

Luong, Christina, 0S

Ma, Chiyuan, 1X

Ma, Ling, 2O

Madooei, Ali, 22

Mansoor, Awais, 04

Mao, Hui, 2Q

Marstal, Kasper, 0Y

Master, Viraj, 2O

Mawn, Louise A., 1C, 1F

McAuliffe, Matthew J., 2H

McColl, Roderick W., 1J

McCreedy, Evan S., 2H

McHugo, Maureen, 2D

Menon, Prahlad G., 2C

Meunier, Jean, 2E

Michoux, Nicolas, 11

Miranda, Paulo A. V., 16

Mitra, Sunanda, 15, 2N

Mohiaddin, Raad, 13

Mokkapati, Divya, 2K

Moore, Gregory, 05, 2T

Morales Pinzon, Alfredo, 0F

Moreno, Rodrigo, 27

Mostapha, Mahmoud, 1E

Mukhopadhyay, S., 26

N. Murthy, Venkatesh, 2B

Nabar, Kunal P., 1F

Nadeem, Syed Ahmed, 08

Nair, Dileep, 0O

Nath, Vishwesh, 0L, 0N

Nelson, Katrina, 1F

Newton, Allen T., 0J

Nieh, Peter, 2O

Niessen, Wiro J., 1N

Nilufar, S., 2S

Nino, Gustavo, 04

Noble, Jack H., 0T, 2M

Noel, Jean, 0P

Nouranian, Saman, 0S

Nutter, Brian, 2N

Nyktari, Eva, 13

Oguz, Ipek, 0H

Ohno, Shunsuke, 1P, 1S

Okamoto, Kentaro, 1P, 1S

Ometto, Giovanni, 2A

Orchard, Jeff, 0V

Ota, Junko, 1P, 1S

Palii, C. G., 2S

Pallavaram, Srivatsan, 0J

Palotai, Miklos, 0F

Pandey, Sachin, 19

Pantalone, Lauren, 14

Panvalkar, Rujuta, 2K

Parimal, Sarayu, 1W

Park, Sun Young, 1G, 2R

Patel, Aalpen, 05, 2T

Patsa, S., 26

Paulsen, Jane, 1A

Paulus, Dietrich, 10

Pawar, Vijay M., 1M

Perez, Geovany, 04

Perkins, T. J., 2S

Pernuš, Franjo, 06

Petit, Yvan, 1D

Pizer, Stephen, 0B, 1E

Plassard, Andrew J., 0J, 1F, 2D

Pluim, Josien P. W., 1T, 1U

Polfliet, Mathias, 11, 1N

Poudel, P., 17

Precup, D., 2S

Price, True, 0B

Prieto, Juan Carlos, 0F, 0P

Prince, Jerry L., 1H, 1I

Qi, Xin, 1V

Rajagopal, Gautham, 0K

Raman, S. K., 26

Rao, Qiang, 25, 29

Rasmussen, Jerod, 0P

Ray, J. G., 26

Reda, Fitsum, 03

Reddy, Kasireddy V., 0Q

Reiter, Austin, 1B

Ren, Jian, 1V

Rezanejad, Morteza, 1A

Rikhtegar, Farhad, 2I

Robinson, Terry E., 0U

Rohling, Robert, 0S

Rosenman, Julian, 0B

Rossi, Peter, 2Q

Roth, Holger R., 2H

Sadimin, Evita, 1V

Safwan K. P., Mohammed, 0G

Saha, Punam K., 08

Salama, Paul, 0E

Sampath, Smita, 1W

Sanathkhani, Soroosh, 2C

Sánchez, Clara I., 02

Sargent, Dustin, 1G, 2R

Savage, Dasha, 0U

Schilling, Kurt G., 0L, 0N

Schnall, Mitchell, 14

Schuster, David M., 2O

Seiler, Stephen, 1J

Shackleford, James A., 0W

Shao, Wenze, 1Z

Shattuck, David W., 0O

Shen, Lijun, 29

Shi, Fei, 0X, 1Q

Shim, Hyunsuk, 2Q

Shin, Jae Y., 2K

Shirai, Naoki, 1P, 1S

Shmuilovich, Olga, 19

Shroff, Sanjeev G., 2C

Shu, Hui-Kuo, 2Q

Siddiqi, Kaleem, 1A

Singh, Vivek, 2B

Sinha, Ayushi, 1B

Slabaugh, Greg, 13

Slavine, Nikolai V., 1J

Smedby, Örjan, 27

Smith, Alex K., 1C

Smith, Seth A., 1C

Sonka, Milan, 0H

Sonkar, Gaurav, 0O

Šprem, Jurica, 0R

Stone, Maureen, 1H

Stoyanov, Danail, 1M

Styner, Martin, 0F, 0P, 1E

Summers, Ronald M., 2H

Sun, Min, 1Q, 1X

Sun, Shanhui, 2B

Suzuki, Takanori, 1P, 1S

Swift, Jody, 0S

Tade, Funmilayo, 2O

Taheri, Shaghayegh, 18

Tajbakhsh, Nima, 2K

Takayama, Ryosuke, 24

Tannenbaum, Allen, 0I

Tavares, Anderson C. M., 16

Taylor, Russell H., 1B

Tchaka, Kevin, 1M

Theelen, Thomas, 02

Tong, Yubing, 1Z

Torkaman, Mahsa, 0I

Tsang, Teresa, 0S

Turkbey, Baris, 2H

Umehara, Kensuke, 1P, 1S

Vallin Spina, Thiago, 2G

van Ginneken, Bram, 02

van Leeuwen, Maarten S., 1T

van Vliet, Lucas J., 0C

Vandemeulebroucke, Jef, 11, 1N, 2F

Veldhuis, Wouter B., 1T

Venhuizen, Freerk G., 02

Vermeer, Koenraad A., 0C

Vicory, Jared, 1E

Viergever, Max A., 0R

Voss, Stephan, 21

Vrtovec, Tomaž, 06

Wadhwa, Pathik D., 0P

Wang, Chunliang, 27

Wang, D. S., 2S

Wang, Jianing, 2M

Wang, Jihang, 2L

Wang, Rui, 0B

Wang, Song, 24

Wang, Zhiqiang, 1O

Warrington, James, 19

Wedeen, Van J., 1H

Wei, Dong, 14

Wei, Qiangding, 0X

Weinheimer, Oliver, 0U

Weinstein, Susan, 14

Wielpütz, Mark O., 0U

Wismüller, Axel, 0M

Wong, Tom, 13

Woo, Jonghye, 1H

Wu, Yu-Xia, 23

Wunderling, T., 17

Xiang, Dehui, 0X

Xiao, Chi, 25, 29

Xie, Qiwei, 29

Xie, Shipeng, 1Z

Xing, Fangxu, 1H

Xu, Xiao-Pan, 23

Xu, Xiaoyin, 21

Xu, Zhoubing, 09, 0A

Xue, Ping, 1K

Yalavarthy, Phaneendra K., 0Q

Yan, Jichao, 2J

Yang, D., 2S

Yang, Guang, 13

Yang, Xiaofeng, 2Q

Yao, Xiuya, 1F

Yasuda, Clarissa, 2G

Ye, Xujiong, 13

Yu, Whitney, 1O

Yuan, Zijie, 2K

Zelek, John, 0V

Zerubia, Josiane, 22

Zhan, Yiqiang, 03

Zhang, Guo-Peng, 23

Zhang, Guoyi, 2O

Zhang, Jun, 1K, 1L

Zhang, Xi, 23

Zhang, Zhiqiang, 1X

Zhao, Can, 1I

Zhao, Mingbo, 2P

Zhao, Qingyu, 0B

Zhao, Ye, 1O

Zhao, Yiyuan, 0T

Zhou, Tian, 1W

Zhou, Xiang Sean, 03

Zhou, Xiangrong, 24

Zhou, Xinxin, 24

Zhu, Liangjia, 0I

Zhu, Weifang, 0X, 1Q

Zhuang, Wenqin, 1Z

Zhuang, Xiahai, 13

Zuo, Hongquan, 1L

Conference Committee

  • Symposium Chairs

    • Berkman Sahiner, U.S. Food and Drug Administration (United States)

      Leonard Berliner, Weill Cornell Medical College (United States) and New York Methodist Hospital (United States)

  • Conference Chairs

    • Martin A. Styner, The University of North Carolina at Chapel Hill (United States)

      Elsa D. Angelini, Imperial College London (United Kingdom) and Télécom ParisTech (France)

  • Conference Program Committee

    • Rafeef Abugharbieh, The University of British Columbia (Canada)

    • Paul Aljabar, King's College London (United Kingdom)

    • Mostafa Analoui, Livingston Securities LLC (United States)

    • Brian B. Avants, University of Pennsylvania (United States)

    • Meritxell Bach-Cuadra, Université de Lausanne (Switzerland)

    • Kyongtae Ty Bae, University of Pittsburgh Medical Center (United States)

    • Ulas Bagci, University of Central Florida (United States)

    • Christian Barillot, IRISA / INRIA Rennes (France)

    • Benoit M. Dawant, Vanderbilt University (United States)

    • Marleen de Bruijne, Erasmus MC (Netherlands)

    • Alexandre X. Falcão, Universidade Estadual de Campinas (Brazil)

    • Aaron Fenster, Robarts Research Institute (Canada)

    • Alejandro F. Frangi, The University of Sheffield (United Kingdom)

    • Mona K. Garvin, The University of Iowa (United States)

    • James C. Gee, University of Pennsylvania (United States)

    • Guido Gerig, New York University (United States)

    • Benjamin Glocker, Imperial College London (United Kingdom)

    • Miguel Angel González Ballester, Universitat Pompeu Fabra (Spain)

    • Hayit Greenspan, Tel Aviv University (Israel)

    • Ghassan Hamarneh, Simon Fraser University (Canada)

    • David R. Haynor, University of Washington (United States)

    • Tobias Heimann, Siemens AG (Germany)

    • Ivana Išgum, University Medical Center Utrecht (Netherlands)

    • Stefan Klein, Erasmus MC (Netherlands)

    • Ender Konukoglu, ETH Zürich (Switzerland)

    • Bennett A. Landman, Vanderbilt University (United States)

    • Tianhu Lei, MD Imaging Research (United States)

    • Boudewijn P. F. Lelieveldt, Leiden University Medical Center (Netherlands)

    • Marius George Linguraru, Children's National Medical Center (United States)

    • Murray H. Loew, The George Washington University (United States)

    • Cristian Lorenz, Philips Research (Germany)

    • Frederik Maes, Katholieke Universiteit Leuven (Belgium)

    • Vincent A. Magnotta, The University of Iowa Hospitals and Clinics (United States)

    • Diana Mateus, Technische Universität München (Germany)

    • Sunanda D. Mitra, Texas Tech University (United States)

    • Kensaku Mori, Nagoya University (Japan)

    • Nassir Navab, Technische Universität München (Germany) and Johns Hopkins University (United States)

    • Mads Nielsen, Niels Bohr Institute (Denmark)

    • Wiro J. Niessen, Erasmus MC (Netherlands)

    • Brian Nutter, Texas Tech University (United States)

    • Sebastién Ourselin, University College London (United Kingdom)

    • Dzung L. Pham, Henry Jackson Foundation/USU (United States), National Institutes of Health (United States), and Johns Hopkins University (United States)

    • Jerry L. Prince, Johns Hopkins University (United States)

    • Sonia Pujol, Brigham and Women's Hospital (United States)

    • Xin Qi, Rutgers, The State University of New Jersey (United States)

    • Punam K. Saha, The University of Iowa (United States)

    • Olivier Salvado, Commonwealth Scientific and Industrial Research Organisation (Australia)

    • Lin Shi, The Chinese University of Hong Kong (Hong Kong, China)

    • Marius Staring, Leiden University Medical Center (Netherlands)

    • Raphael Sznitman, Universität Bern (Switzerland)

    • Philippe Thevenaz, Ecole Polytechnique Fédérale de Lausanne (Switzerland)

    • Jayaram K. Udupa, University of Pennsylvania (United States)

    • Koen Van Leemput, Harvard Medical School (United States) and Massachusetts General Hospital (United States)

    • Tom K. Vercauteren, University College London (United Kingdom)

    • Tomaž Vrtovec, University of Ljubljana (Slovenia)

    • Wolfgang Wein, ImFusion GmbH (Germany)

  • Session Chairs

    • 1 Deep Neural Networks

      Alexandre X. Falcão, Universidade Estadual de Campinas (Brazil)

      Hayit Greenspan, Tel Aviv University (Israel)

    • 2 Keynote and Segmentation I

      Mads Nielsen, Niels Bohr Institute (Denmark)

      Benoit M. Dawant, Vanderbilt University (United States)

    • 3 Computer Vision

      Jerry L. Prince, Johns Hopkins University (United States)

      Murray H. Loew, The George Washington University (United States)

    • 4 Segmentation: Brain

      Dzung L. Pham, Henry M. Jackson Foundation (United States)

      David R. Haynor, University of Washington (United States)

    • 5 Brain: fMRI and DTI

      Ulas Bagci, University of Central Florida (United States)

      Martin A. Styner, The University of North Carolina at Chapel Hill (United States)

    • 6 Quantitative Image Analysis

      Marleen de Bruijne, Erasmus MC (Netherlands)

      Kensaku Mori, Nagoya University (Japan)

    • 7 Registration

      James C. Gee, University of Pennsylvania (United States)

      Marius Staring, Leiden University Medical Center (Netherlands)

    • 8 Segmentation II

      Marius G. Linguraru, Children's National Medical Center (United States)

      Jayaram K. Udupa, University of Pennsylvania (United States)

    • 9 Shape

      Punam Kumar Saha, The University of Iowa (United States)

      Tomaž Vrtovec, University of Ljubljana (Slovenia)

    • 10 Population-based methods

      Ivana Isgum, University Medical Center Utrecht (Netherlands)

      Bennett A. Landman, Vanderbilt University (United States)

    • 11 Image Enhancement

      Elsa D. Angelini, Imperial College London (United Kingdom) and Télécom ParisTech (France)

2017 Medical Imaging Award Recipients

Robert 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.

00003_PSISDG10133_1013301_page_17_1.jpg

This award is cosponsored by:

00003_PSISDG10133_1013301_page_17_2.jpg The Medical Image Perception Society 00003_PSISDG10133_1013301_page_17_3.jpg

2017 Recipients:

First Place: Direct measurement of Lubberts effect in CsI:Tl scintillators using single x-ray photon imaging (10132-8)

A. Howansky, A. R. Lubinsky, Stony Brook Univ. (United States); S. K. Ghose, Brookhaven National Lab. (United States); K. Suzuki, Hamamatsu Photonics K.K. (Japan); W. Zhao, Stony Brook Univ. (United States)

Second Place: Evaluation of a high-resolution patient-specific model of the electrically stimulated cochlea (10135-21)

A. Cakir, Vanderbilt Univ. (United States); R. T. Dwyer, Vanderbilt Univ. Medical Ctr. (United States); J. H. Noble, Vanderbilt Univ. (United States)

© (2017) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
"Front Matter: Volume 10133", Proc. SPIE 10133, Medical Imaging 2017: Image Processing, 1013301 (4 April 2017); https://doi.org/10.1117/12.2270368
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KEYWORDS
Image segmentation

Medical imaging

3D image enhancement

3D image processing

Image quality

Image enhancement

3D image reconstruction

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