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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 15th International Symposium on Medical Information Processing and Analysis, edited by Eduardo Romero, Natasha Lepore, Jorge Brieva, Proceedings of SPIE Vol. 11330 (SPIE, Bellingham, WA, 2020) Seven-digit Article CID Number. ISSN: 0277-786X ISSN: 1996-756X (electronic) ISBN: 9781510634275 ISBN: 9781510634282 (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 © 2019, 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 $21.00 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 0277-786X/20/$21.00. Printed in the United States of America by Curran Associates, Inc., under license from SPIE. Publication of record for individual papers is online in the SPIE Digital Library.
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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. Altuve, Miguel, 0S Alvarez-Jimenez, Charlems, 07, 0B Ancajima, Pedro A., 0U Anderson, Ariana, 1C Arámbula Cosío, Fernando, 04 Arbeláez, Pablo, 0E, 0F, 0G Areiza-Laverde, Henry J., 0L Arevalo, John, 0C Aron, Manju, 09 Atehortúa, Angélica, 05, 1A Baron Nelson, Mary, 0N Beltran, Miguel A., 1A Botina-Monsalve, Deivid, 0W Branch-Bedoya, John W., 16, 18 Bravo, Diego, 17 Brea, Beatriz, 0L Bribiesca, Ernesto, 0X Brieva, Jorge, 08, 0P Cajas, Sebastián Andrés, 14 Cano, Fabian, 0A Carmona Jaramillo, Daniel, 19 Caro, Miguel, 0O Carrillo-Bermejo, Angel, 0X, 0Z Castañeda, Benjamín, 0U, 0V Castro-Ospina, Andrés E., 0L Ceballos-Arroyo, Alberto M., 16, 18 Cen, Steven Y., 09 Cervantes-Sanchez, Fernando, 1B Chang, Michael, 02 Chapman, Nicholas, 0N Christov-Moore, Leonardo, 1C Ciuoderis, Karl, 16 Coila, Andres, 0T Comach, Guillermo, 16 Contreras-Ojeda, Sara, 03, 04 Contreras-Ortiz, Sonia H., 03, 04 Coral-Vazquez, Ramon, 08 Cruz-Aceves, Ivan, 1B Cruz-Roa, Angel, 0A Daza, Laura, 0E, 0G Delrieux, Claudio A., 0Y Desai, Mihir, 09 Díaz, Gloria M., 0L Domínguez-Jiménez, J. A., 03 Douglas, Pamela K., 1C Duddalwar, Vinay A., 02, 09 Dutta, Cintya Nirvana, 1C Escobar, John E., 19 Escobar, María Camila, 0E Estrada-Mena, Francisco J., 08 Fan, Yonghui, 0H Franca, Marcondes, 0J Fuentes, José, 0Q Gajawelli, Niharika, 0N Galeano, July, 0W, 19 Garzón, Johnson, 0W Giraldo, Diana L., 0M, 0O Gómez Hernández, Marina, 11 Gómez, Catalina, 0G Gómez, Martín, 17 Gómez-Mendoza, Juan Bernardo, 06 González, Cristina, 0E Gonzalez, Eduardo A., 0U González, Fabio A., 0B, 0K González, Jully, 13 González-José, Rolando, 0Y Gonzalez-Mejia, Emilio, 0X Gunter, Jamie, 02 Gutiérrez, Yesid, 0C Haro, Paulina, 0X Hernández-Aguirre, Arturo, 1B Hernandez, Ana Luisa, 0J Hernández-González, Martha A., 1B Hernandez-Ortiz, Juan P., 16 Herrera, Diana Sofia, 0F Hevia-Montiel, Nidiyare, 0X, 0Z Huegel, Joel C., 0Z Hwang, Darryl H., 02, 09 Ibarguen, Y. S., 12 Jara-Hurtado, Jorge Daniel, 05 Jog, Chinmay, 09 Kaur, Pashmeen, 1C Koch, Zane, 1C Landínez, María Alejandra, 14 Lavarello, Roberto J., 0T Lee, Kwang J., 02 León, Fabian, 0D Lepore, Natasha, 0H, 0N Lira-Romero, Esmeralda, 08 Londoño Márquez, Diana M., 11 Londoño, S., 12 López, A., 12 López, Diego Mauricio, 14 Lopez, Juan M., 15 Lopez-Bueno, J., 03 Maldonado-Perez, Daniel, 16 Malpica-González, Norberto, 0L Marrugo, Andrés G., 04 Martínez, Fabio, 0C, 0D Marzani, Franck, 0W Mesa-Yepes, Hugo, 16 Meza, Jhacson, 04 Monroy, Nelson F., 0S Moreno, Jesús E., 15 Mosquera-Zamudio, Andres, 07 Moya-Albor, Ernesto, 08, 0P Múnera Garzón, Nicolás, 0B Murillo, Javier, 0W Nelson, Marvin D., 0N Ochoa Gómez, John Fredy, 0R Olaya Mira, Natali, 11 Olch, Arthur, 0N Ortíz Dávila, Carlos Alberto, 05 Osorio-Benitez, Jorge E., 16 Patiño, Diego, 18 Pava-Marín, Rafael, 06 Pava-Ripoll, Álex Enrique, 06 Peralta-Ildefonso, Martha J., 08 Perdomo, Oscar, 0K Pérez, Andrés D., 0K Perez, Laura, 16 Perez-Gonzalez, Jorge, 0X, 0Z Perez-Ortiz, Andric C., 08 Pineda, Gustavo, 10, 13 Plazas, Miguel, 0D Ponce, Hiram, 0P Puche, Aura C., 0R Pulido, Sergio D., 15 Revollo, Natalia V., 0Y Rezende, Thiago, 0J Ricaurte, David, 10 Rittner, Leticia, 0J Robledo, Sara M., 0W Rodrigues, Livia, 0J Rodriguez Z., Keveen, 0R Rodriguez-Rodriguez, Jairo A., 18 Rojas Martínez, Sara, 0F Roldán, Nicolas, 15 Romero, Eduardo, 05, 07, 0B, 0I, 0M, 0O, 10, 13, 17, 1A Romero, Lenny A., 04 Romero, Stefano E., 0T, 0U, 0V Rosado-Vallado, Miguel, 0X Ruano, Josué, 17 Ruiz, Jorge Mauricio, 0Q Saavedra, Ana C., 0V Salguero, Jennifer, 0I Sanchez-Torres, German, 18 Sandino, Álvaro Andrés, 05, 07 Serrano Delgado, Daya, 15 Silva, Santiago, 0M, 13 Simarra, Pedro, 04 Solorio-Meza, Sergio, 1B Soto Cardona, Isabel C., 11 Suárez Patiño, Laura V., 11 Tanedo, Jeffrey, 0N Tecse, Aldo, 0V Thomsen, Felix S. L., 0Y Toro-Castaño, Paula Andrea, 06 Toro-García, Nicolás, 06 Torres, Felipe, 0E Torres-Madronero, Maria C., 0W, 19 Triana, Gustavo, 0E Tsao, Sinchai, 0N Valdes-Burgos, L., 03 Valencia Cadena, Sebastián, 11 Vargas-López, Julián David, 06 Varghese, Bino A., 02, 09 Vasheghani-Farahani, Farzad, 1C Velasco, Nelson, 0I Viloria, C., 12 Viswanath, Satish E., 07 Wang, Yalin, 0H Wong, Kenneth, 0N Zanesco, Ariane, 0J Zarzycki, Artur, 0W Conference CommitteeConference Chairs
Local Organizing Committee
Communication Chair Sponsorships Chair Program Committee
Reviewers
Session Chairs
IntroductionThe papers in this volume were part of those submitted to the 15th International Symposium on Medical Information Processing and Analysis (SIPAIM 2019). The event, which was held in Medellín, Colombia, has evolved from a small meeting to an international symposium in which researchers from Latin America interact with each other and with their peers from around the world. SIPAIM is focused on bringing together the Latin American medical image analysis and information processing communities, and on creating a forum in which to discuss recent results, ongoing research and future projects and collaborations, both within Latin America, and with researchers around the world. SIPAIM is addressed to researchers, students and professionals in a wide range of disciplines including engineering, physics, mathematics, computer science, biology and health sciences. This year’s meeting was to include keynote lectures by four recognized experts in pattern recognition, image analysis, data mining, magnetic resonance imaging, and clinical pathology. We had 47 papers accepted for oral presentations this year after being reviewed by experts in the area. The wide array of subjects, ranging from digital pathology to gait analysis and from e-health to fetal and pediatric brain imaging, bears witness to the growing importance of medical and biomedical research among the region’s researchers, and points to many opportunities for international collaborations. The editors would like to thank the authors, reviewers, and committee members, without whom the present volume would not have been possible. Likewise, we would like to thank SPIE whose role as cosponsor has improved the quality and visibility of the SIPAIM proceedings year after year. Finally, we were also endorsed by the MICCAI society, and would like to thank them for their help in publicizing the conference. Eduardo Romero Natasha Lepore Jorge Brieva |
