Biomedical Applications Based on Natural and Artificial Computing: International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2017, Corunna, Spain, June 19-23, 2017, Proceedings, Part II | SpringerLink
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Biomedical Applications Based on Natural and Artificial Computing

International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2017, Corunna, Spain, June 19-23, 2017, Proceedings, Part II

  • Conference proceedings
  • © 2017

Overview

Editors:
  1. José Manuel Ferrández Vicente

    1. Departamento de Electrónica, Tecnología de Computadoras y Proyectos, Universidad Politécnica de Cartagena, Cartagena, Spain

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  2. José Ramón Álvarez-Sánchez

    1. Departamento de Inteligencia Articial, Universidad Nacional de Educación a Distancia, Madrid, Spain

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  3. Félix de la Paz López

    1. Departamento de Inteligencia Articial, Universidad Nacional de Educación a Distancia, Madrid, Spain

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  4. Javier Toledo Moreo

    1. Departamento de Electrónica, Tecnología de Computadoras y Proyectos, Universidad Politécnica de Cartagena, Cartagena, Spain

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  5. Hojjat Adeli

    1. The Ohio State University, Columbus, USA

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 10338)

Part of the book sub series: Theoretical Computer Science and General Issues (LNTCS)

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Conference proceedings info: IWINAC 2017.

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About this book

The two volumes LNCS 10337 and 10338 constitute the proceedings of the International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2017, held in Corunna, Spain, in June 2017.

The total of 102 full papers was carefully reviewed and selected from 194 submissions during two rounds of reviewing and improvement. The papers are organized in two volumes, one on natural and artificial computation for biomedicine and neuroscience, addressing topics such as theoretical neural computation; models; natural computing in bioinformatics; physiological computing in affective smart environments; emotions; as well as signal processing and machine learning applied to biomedical and neuroscience applications.

The second volume deals with biomedical applications, based on natural and artificial computing and addresses topics such as biomedical applications; mobile brain computer interaction; human robot interaction; deep learning; machine learning applied to big data analysis; computational intelligence in data coding and transmission; and applications.

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Keywords

Table of contents (56 papers)

  1. Front Matter

    Pages I-XXI
    Download chapter PDF

  2. Biomedical Applications

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. Automatic Detection of Blood Vessels in Retinal OCT Images

      • Joaquim de Moura, Jorge Novo, José Rouco, M. G. Penedo, Marcos Ortega
      Pages 3-10

    3. Emergency Department Readmission Risk Prediction: A Case Study in Chile

      • Arkaitz Artetxe, Manuel Graña, Andoni Beristain, Sebastián Ríos
      Pages 11-20

    4. Vowel Articulation Distortion in Parkinson’s Disease

      • P. Gómez-Vilda, J. M. Ferrández-Vicente, D. Palacios-Alonso, A. Gómez-Rodellar, V. Rodellar-Biarge, J. Mekyska et al.
      Pages 21-31

    5. Koniocortex-Like Network Unsupervised Learning Surpasses Supervised Results on WBCD Breast Cancer Database

      • J. Fombellida, F. J. Ropero-Peláez, D. Andina
      Pages 32-41

    6. Ongoing Work on Deep Learning for Lung Cancer Prediction

      • Oier Echaniz, Manuel Graña
      Pages 42-48

    7. Identification of the Semantic Disconnection in Alzheimer’s Patients Conducted by Bayesian Algorithms

      • Susana Arias Tapia, Rafael Martínez Tomás, Margarita Narváez Ríos, Hector F. Gómez, Cristina Páez Quinde, Verónica E. Chicaiza R. et al.
      Pages 49-58

  3. Mobile Brain Computer Interaction

    1. Front Matter

      Pages 59-59
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    2. Classification of Gait Motor Imagery While Standing Based on Electroencephalographic Bandpower

      • I. N. Angulo-Sherman, M. Rodríguez-Ugarte, E. Iáñez, J. M. Azorín
      Pages 61-67

    3. A Mobile Brain-Computer Interface for Clinical Applications: From the Lab to the Ubiquity

      • Jesus Minguillon, Miguel Angel Lopez-Gordo, Christian Morillas, Francisco Pelayo
      Pages 68-76

    4. Spatial Resolution of EEG Source Reconstruction in Assessing Brain Connectivity Analysis

      • Jorge Ivan Padilla-Buriticá, J. D. Martínez-Vargas, A. Suárez-Ruiz, J. M. Ferrandez, G. Castellanos-Dominguez
      Pages 77-86

    5. Securing Passwords Beyond Human Capabilities with a Wearable Neuro-Device

      • Miguel Angel Lopez-Gordo, Jesus Minguillon, Juan Francisco Valenzuela-Valdes, Pablo Padilla, Jose Luis Padilla, Francisco Pelayo
      Pages 87-95

    6. Delta-Theta Intertrial Phase Coherence Increases During Task Switching in a BCI Paradigm

      • Juan A. Barios, Santiago Ezquerro, Arturo Bertomeu-Motos, Eduardo Fernandez, Marius Nann, Surjo R. Soekadar et al.
      Pages 96-108

    7. Using EEG Signals to Detect Different Surfaces While Walking

      • Raúl Chapero, Eduardo Iáñez, Marisol Rodríguez-Ugarte, Mario Ortiz, José M. Azorín
      Pages 109-114

  4. Human Robot Interaction

    1. Front Matter

      Pages 115-115
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    2. Improved Control of DLO Transportation by a Team of Quadrotors

      • Julian Estevez, Manuel Graña
      Pages 117-126

    3. Robust Joint Visual Attention for HRI Using a Laser Pointer for Perspective Alignment and Deictic Referring

      • Darío Maravall, Javier de Lope, Juan Pablo Fuentes
      Pages 127-136

    4. Agent-Based Spatial Dynamics Explaining Sustained Opinion Survival

      • Leire Ozaeta, Manuel Graña
      Pages 137-146

    5. Enhancing Neuropsychological Testing with Gamification and Tangible Interfaces: The Baking Tray Task

      • Antonio Cerrato, Michela Ponticorvo
      Pages 147-156
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Other volumes

  1. Natural and Artificial Computation for Biomedicine and Neuroscience

  2. Biomedical Applications Based on Natural and Artificial Computing

Editors and Affiliations

  • Departamento de Electrónica, Tecnología de Computadoras y Proyectos, Universidad Politécnica de Cartagena, Cartagena, Spain

    José Manuel Ferrández Vicente, Javier Toledo Moreo

  • Departamento de Inteligencia Articial, Universidad Nacional de Educación a Distancia, Madrid, Spain

    José Ramón Álvarez-Sánchez, Félix de la Paz López

  • The Ohio State University, Columbus, USA

    Hojjat Adeli

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