Processing and Analysis of Biomedical Information: First International SIPAIM Workshop, SaMBa 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 20, 2018, Revised Selected Papers

Description

This book constitutes the refereed proceedings of the First International SIPAIM Workshop on Processing and Analysis of Biomedical Information, SaMBa 2018, held in conjunction with MICCAI 2018, in Granada, Spain, in September 2018. The 14 full papers presented were carefully reviewed and selected for inclusion in this volume. The papers cover the following topics: Medical imaging, Digital pathology, E-health, and Motor analysis and biosignals. The purpose was to present success stories of science, research and innovation stemming from Latin American and to encourage the formation of international academic networks in biomed- ical research with a strong component in medical information processing. Front Matter ....Pages I-VIII Front Matter ....Pages 1-1 Identification of U-Bundles Based on Sulcus Morphology (M. Guevara, Z. Y. Sun, P. Guevara, D. Rivière, C. Poupon, J.-F. Mangin)....Pages 3-7 A Method Towards Cerebral Aneurysm Detection in Clinical Settings (Sarada Prasad Dakua, Julien Abinahed, Abdulla Al-Ansari, Pablo Garcia Bermejo, Ayaman Zakaria, Abbes Amira et al.)....Pages 8-15 Common Carotid Artery Lumen Automatic Segmentation from Cine Fast Spin Echo Magnetic Resonance Imaging (Lívia Rodrigues, Roberto Souza, Letícia Rittner, Richard Frayne, Roberto Lotufo)....Pages 16-24 Using Deep Learning to Classify Burnt Body Parts Images for Better Burns Diagnosis (Joohi Chauhan, Rahul Goswami, Puneet Goyal)....Pages 25-32 Mixed-Model Noise Removal in 3D MRI via Rotation-and-Scale Invariant Non-Local Means (Xiangyuan Liu, Quansheng Liu, Zhongke Wu, Xingce Wang, Jose Pozo Sole, Alejandro Frangi)....Pages 33-41 Autism Spectrum Disorders (ASD) Characterization in Children by Decomposing MRI Brain Regions with Zernike Moments (Nicolás Múnera, Javier Almeida, Charlems Álvarez, Nelson Velasco, Eduardo Romero)....Pages 42-53 Front Matter ....Pages 55-55 MP-IDB: The Malaria Parasite Image Database for Image Processing and Analysis (Andrea Loddo, Cecilia Di Ruberto, Michel Kocher, Guy Prod’Hom)....Pages 57-65 An Algorithm for Individual Intermediate Filament Tracking (Dmytro Kotsur, Roman Yakobenchuk, Rudolf E. Leube, Reinhard Windoffer, Julian Mattes)....Pages 66-74 An Automatic Segmentation of Gland Nuclei in Gastric Cancer Based on Local and Contextual Information (Cristian Barrera, Germán Corredor, Sunny Alfonso, Andrés Mosquera, Eduardo Romero)....Pages 75-81 A Transfer Learning Exploited for Indexing Protein Structures from 3D Point Clouds (Halim Benhabiles, Karim Hammoudi, Feryal Windal, Mahmoud Melkemi, Adnane Cabani)....Pages 82-89 Front Matter ....Pages 91-91 Proposal of a Smart Hospital Based on Internet of Things (IoT) Concept (Camilo Cáceres, João Mauricio Rosário, Dario Amaya)....Pages 93-104 A Web-Based Telepathology Framework for Collaborative Work of Pathologists to Support Teaching and Research in Latin America (Darwin Díaz, Germán Corredor, Eduardo Romero, Angel Cruz-Roa)....Pages 105-112 Front Matter ....Pages 113-113 Proposal of Methodology of a Bipedal Humanoid Gait Generation Based on Cognitive Algorithm (João Maurício Rosário, Renato Suekichi Kuteken, Luis Miguel Izquierdo Cordoba)....Pages 115-126 Ocular Control Characterization of Motor Disabilities: The Cerebral Palsy Case (Jully González, Angélica Atehortúa, Ricardo Moncayo, Eduardo Romero)....Pages 127-137 Back Matter ....Pages 139-139