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PROCEEDINGS VOLUME 11330 • new

15th International Symposium on Medical Information Processing and Analysis
Editor(s): Eduardo Romero; Natasha Lepore; Jorge Brieva
For the purchase of this volume in printed format, please visit Proceedings.com

Volume Details

Volume Number: 11330
Date Published: 3 January 2020

Table of Contents
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Front Matter: Volume 11330
Author(s): Proceedings of SPIE
Feasibility of Nakagami parametric image for texture analysis
Author(s): Michael Chang; Bino Varghese; Jamie Gunter; Kwang J. Lee; Darryl H. Hwang; Vinay Duddalwar
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Analysis and classification of lung tissue in ultrasound images for pneumonia detection
Author(s): L. Valdes-Burgos; S. L. Contreras-Ojeda; J. A. Domínguez-Jiménez; J. Lopez-Bueno; S. H. Contreras-Ortiz
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A low-cost multi-modal medical imaging system with fringe projection profilometry and 3D freehand ultrasound
Author(s): Jhacson Meza; Pedro Simarra; Sara Contreras-Ojeda; Lenny A. Romero; Sonia H. Contreras-Ortiz; Fernando Arámbula Cosío; Andrés G. Marrugo
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Speckle noise reduction in echocardiography using a bank of filters based on oriented structuring elements
Author(s): Jorge Daniel Jara-Hurtado; Álvaro Andrés Sandino; Angélica Atehortúa; Carlos Alberto Ortíz Dávila; Eduardo Romero
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Histopathology color image processing in prostate carcinoma
Author(s): Julián David Vargas-López; Nicolás Toro-García; Juan Bernardo Gómez-Mendoza; Paula Andrea Toro-Castaño; Rafael Pava-Marín; Álex Enrique Pava-Ripoll
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Cell density features from histopathological images to differentiate non-small cell lung cancer subtypes
Author(s): Alvaro Andrés Sandino; Charlems Alvarez-Jimenez; Andres Mosquera-Zamudio; Satish E. Viswanath; Eduardo Romero
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Nuclear density analysis in microscopic images for the characterization of retinal geographic atrophy
Author(s): Martha J. Peralta-Ildefonso; Ernesto Moya-Albor; Jorge Brieva; Esmeralda Lira-Romero; Andric C. Perez-Ortiz; Ramon Coral-Vazquez; Francisco J. Estrada-Mena
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Differentiating clear cell renal cell carcinoma from oncocytoma using curvelet transform analysis of multiphase CT: preliminary study
Author(s): Chinmay Jog; Bino A. Varghese; Darryl H. Hwang; Steven Y. Cen; Manju Aron; Mihir Desai; Vinay A. Duddalwar
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An exploratory study of one-shot learning using Siamese convolutional neural network for histopathology image classification in breast cancer from few data examples
Author(s): Fabian Cano; Angel Cruz-Roa
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Adaptive frequency saliency model based on convolutional neural networks: a case study for prostate cancer MRI
Author(s): Nicolás Múnera Garzón; Charlems Alvarez-Jimenez; Fabio Gonzalez; Eduardo Romero
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A Ktrans deep characterization to measure clinical significance regions on prostate cancer
Author(s): Yesid Gutiérrez; John Arevalo; Fabio Martínez
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An inception deep architecture to differentiate close-related Gleason prostate cancer scores
Author(s): Fabian León; Miguel Plazas; Fabio Martínez
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An empirical study on global bone age assessment
Author(s): Felipe Torres; Cristina González; María Camila Escobar; Laura Daza; Gustavo Triana; Pablo Arbeláez
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Precise human pose estimation based on two-dimensional images for kinematic analysis
Author(s): Sara Rojas Martínez; Diana Sofia Herrera; Pablo Arbeláez
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Learning to segment brain tumors
Author(s): Laura Daza; Catalina Gómez; Pablo Arbeláez
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Morphometric Gaussian process for landmarking on grey matter tetrahedral models
Author(s): Yonghui Fan; Natasha Lepore; Yalin Wang
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Enhancing DW images spatial resolution using correlated gradient information
Author(s): Jennifer Salguero; Nelson Velasco; Eduardo Romero
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Hypothalamus fully automatic segmentation from MR images using a U-Net based architecture
Author(s): Livia Rodrigues; Thiago Rezende; Ariane Zanesco; Ana Luisa Hernandez; Marcondes Franca; Leticia Rittner
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A lightweight deep learning model for mobile eye fundus image quality assessment
Author(s): Andrés D. Pérez; Oscar Perdomo; Fabio A. González
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Radiomics-based differentiation of pleomorphic adenomas and Warthin tumors of salivary glands
Author(s): Henry J. Areiza-Laverde; Norberto Malpica-González; Beatriz Brea; Andrés E. Castro-Ospina; Gloria M. Díaz
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Sulci characterization to predict progression from mild cognitive impairment to Alzheimer's disease
Author(s): Santiago Silva; Diana L. Giraldo; Eduardo Romero
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Long-term neuroanatomical effects of germ cell tumors after cranial radiation therapy
Author(s): Sinchai Tsao; Niharika Gajawelli; Arthur Olch; Kenneth Wong; Nicholas Chapman; Jeffrey Tanedo; Marvin D. Nelson; Mary Baron Nelson; Natasha Lepore
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Characterizing local brain aging patterns in healthy subjects in structural magnetic resonance images
Author(s): Miguel Caro; Diana Giraldo; Eduardo Romero
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Non-contact breathing rate monitoring system using a magnification technique and convolutional networks
Author(s): Jorge Brieva; Hiram Ponce; Ernesto Moya-Albor
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A deblurring model for super-resolution MRI interpolated images
Author(s): José Fuentes; Jorge Mauricio Ruiz V
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Dynamic low-frequency fluctuations of resting brain in attention deficit hyperactivity disorder
Author(s): Keveen Rodriguez Z.; Aura C. Puche; John Fredy Ochoa Gómez
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Hidden Markov model-based heartbeat detector using different transformations of ECG and ABP signals
Author(s): Nelson F. Monroy; Miguel Altuve
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A regularized quantitative ultrasound method for simultaneous calculation of backscatter and attenuation coefficients
Author(s): Stefano E. Romero; Andres Coila; Roberto J. Lavarello
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A novel portable device for crawling waves sonoelastography: experimental study
Author(s): Pedro A. Ancajima; Stefano E. Romero; Eduardo A. Gonzalez; Benjamín Castañeda
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Validation of high-frequency ultrasound crawling waves sonoelastography
Author(s): Aldo Tecse; Stefano E. Romero; Ana C. Saavedra; Benjamin Castaneda
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Analysis of cutaneous leishmaniasis hyperspectral images by means of an inverse modeling procedure
Author(s): Deivid Botina-Monsalve; July Galeano; Maria C. Torres-Madronero; Artur Zarzycki; Johnson Garzón; Javier Murillo; Sara M. Robledo; Franck Marzani
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Slope-chain-code-based characterization of Trypanosoma cruzi in blood smear images
Author(s): Angel Carrillo-Bermejo; Nidiyare Hevia-Montiel; Ernesto Bribiesca; Paulina Haro; Miguel Rosado-Vallado; Emilio Gonzalez-Mejia; J. Perez-Gonzalez
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Supervised learning for semantic segmentation of human spermatozoa
Author(s): Natalia V. Revollo; Felix S. L. Thomsen; Claudio A. Delrieux; Rolando González-José
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Retraining random forest algorithm for lower limb prosthesis tracking using an RGB-D camera
Author(s): Jorge Perez-Gonzalez; Angel Carillo-Bermejo; Nidiyare Hevia-Montiel; Joel C. Huegel
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Characterizing the gait dynamic by estimating Lyapunov exponents on gait kinematic trajectories in Parkinson's disease
Author(s): David Ricaurte; Gustavo Pineda; Eduardo Romero
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Biomechanical influence of a cane as an assistive device for a drop foot patient
Author(s): Laura V. Suárez Patiño; Marina Gómez Hernández; Sebastián Valencia Cadena; Diana M. Londoño Márquez; Natali Olaya Mira; Isabel C. Soto Cardona
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Biomechanical evaluation of a plantar orthosis for a Linear Morphea patient
Author(s): S. Londoño; A. López; Y. S. Ibarguen; C. Viloria
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Discriminating cerebral palsy by quantifying ocular motion
Author(s): Jully González; Santiago Silva; Gustavo Pineda; Eduardo Romero
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Modeling of motion artifacts on PPG signals for heart-monitoring using wearable devices
Author(s): Sebastián Andrés Cajas; María Alejandra Landínez; Diego Mauricio López
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Organizational behavior: psychophysiology assessment of leadership and management in team work and conflict resolution
Author(s): Jesús E. Moreno; Sergio D. Pulido; Daya Serrano Delgado; Nicolas Roldán; Juan M. Lopez
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Towards a machine learning-based approach to forecasting Dengue virus outbreaks in Colombian cities: a case-study: Medellin, Antioquia
Author(s): Alberto M. Ceballos-Arroyo; Daniel Maldonado-Perez; Hugo Mesa-Yepes; Laura Perez; Karl Ciuoderis; Guillermo Comach; Jorge E. Osorio-Benitez; Juan P. Hernandez-Ortiz; John W. Branch-Bedoya
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Automatic polyp localization by low level superpixel features
Author(s): Diego Bravo; Josué Ruano; Martín Gómez; Eduardo Romero
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Melanoma detection on dermoscopic images using superpixels segmentation and shape-based features
Author(s): Diego Patiño; Alberto M. Ceballos-Arroyo; Jairo A. Rodriguez-Rodriguez; German Sanchez-Torres; John W. Branch-Bedoya
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Design of a multilayer neural network for the classification of skin ulcers’ hyperspectral images: a proof of concept
Author(s): Daniel Carmona Jaramillo; John E. Escobar; July Galeano; Maria C. Torres-Madronero
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Automatic segmentation of the left ventricle myocardium by a multi-view deformable model
Author(s): Miguel A. Beltran; Angélica Atehortúa; Eduardo Romero
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A novel method for the design of convolutional gray-level templates for the automatic detection of coronary arteries
Author(s): Ivan Cruz-Aceves; Fernando Cervantes-Sanchez; Arturo Hernández-Aguirre; Martha A. Hernández-González; Sergio Solorio-Meza
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Inter-hemispheric asymmetry patterns in the ADHD brain: a neuroimaging replication study
Author(s): Cintya Nirvana Dutta; Leonardo Christov-Moore; Ariana Anderson; Zane Koch; Pashmeen Kaur; Farzad Vasheghani-Farahani; Pamela K. Douglas
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