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XLVI Mexican Conference on Biomedical Engineering

Proceedings of CNIB 2023, November 2–4, 2023, Villahermosa Tabasco, México - Volume 1: Signal Processing And Bioinformatics

  • Conference proceedings
  • © 2024

Overview

Editors:
  1. José de Jesús Agustín Flores Cuautle

    1. División de Estudios de Posgrado e Investigación, Instituto Tecnológico de Orizaba, Orizaba, Mexico

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  2. Balam Benítez-Mata

    1. Department of Biomedical Engineering, University of California, Irvine, Irvine, USA

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  3. Ricardo Antonio Salido-Ruiz

    1. Departamento de Bioingeniería Traslacional, Universidad de Guadalajara, Guadalajara, Mexico

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  4. Gustavo Adolfo Alonso-Silverio

    1. Facultad de Ingeniería, Universidad Autónoma de Guerrero, Chilpancingo de los Bravo, Mexico

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  5. Guadalupe Dorantes-Méndez

    1. Facultad de Ciencias, Universidad Autónoma de San Luis Potosí, San Luis Potosí, Mexico

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  6. Esmeralda Zúñiga-Aguilar

    1. Departamento de Ingeniería Eléctrica y Computación, Universidad Autónoma de Ciudad Juárez, Ciudad Juárez, Mexico

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  7. Hugo A. Vélez-Pérez

    1. Departamento de Bioingeniería Traslacional, Universidad de Guadalajara, Guadalajara, Mexico

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  8. Edgar Del Hierro-Gutiérrez

    1. Facultad de Medicina, Universidad Autónoma del Estado de México, Toluca de Lerdo, Mexico

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  9. Aldo Rodrigo Mejía-Rodríguez

    1. Facultad de Ciencias, Universidad Autónoma de San Luis Potosí, San Luis Potosí, Mexico

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  • Gives insights into AI techniques and their applications in medicine
  • Reports on wearables and sensors for health monitoring
  • First volume of a 2-volume set

Part of the book series: IFMBE Proceedings (IFMBE, volume 96)

Included in the following conference series:

Conference proceedings info: CNIB 2023.

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About this book

This book reports on cutting-edge research and best practices in the broad fiel of biomedical engineering. Based on the  XLVI Mexican Congress on Biomedical Engineering, CNIB 2023, held on November 2-4, 2023 in Villahermosa Tabasco, Mexico, this first volume of the proceedings covers research topics in biomedical signals and image processing, artificial intelligence, biosensors, and wearable systems, with  applications ranging from disease classification and diagnosis, to health monitoring and medical therapy. All in all, this book provides a timely snapshot on state-of-the-art achievements in biomedical engineering and current challenges in the field. It addresses both researchers and professionals, and it is expect to foster future collaborations between the two groups, as well as international collaborations.


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Table of contents (42 papers)

  1. Front Matter

    Pages i-xx
    Download chapter PDF

  2. Artificial Intelligence, Modeling and Simulation of Biological Systems, Bioinformatics and Computational Biology

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. Comparation of Machine Learning Algorithms for ADHD Detection with Eye Tracking

      • Karen P. Rodríguez Rivera, Cynthia D. Márquez Pizarro, Astrid J. Ríos Dueñas, Jesús J. Martínez Rodríguez, Carlos E. Cañedo Figueroa, Ana P. Leyva Aizpuru et al.
      Pages 3-13

    3. SkinSight: A Melanoma Detection App Based on Deep Learning Models with On-Device Inference

      • Adrian Chavez-Ramirez, Andrea Romero-Ramos, Monica Aguirre-Ortega, Samantha Aguilar-Gameros, Graciela Ramirez-Alonso
      Pages 14-23

    4. Classification of Acid-Base Disorders Through Machine Learning

      • Rodrigo Ruiz de la Peña Martinez, Eutzhel André Del Val Saucedo, Paola Aidee de la Cruz Gallardo, Carlos Eduardo Cañedo Figueroa, Abimael Guzmán Pando, Natalia Gabriela Sámano Lira
      Pages 24-31

    5. Identification of Pneumonia with X-ray Images Using Deep Transfer Learning

      • Zarah Campos-Lopez, Jose Diaz-Roman, Boris Mederos-Madrazo, Nelly Gordillo-Castillo, Juan Cota-Ruiz, Jose Mejia-Muñoz
      Pages 32-40

    6. In Silico Coaxial Antenna Design Applicator Optimization for Microwave Ablation Therapy in Medium Adipose Tissue Density Breast with Ductal Carcinoma In-Situ

      • Eduardo Pinto García, Mario Francisco Jesús Cepeda Rubio, Geshel David Guerrero López, Kristian Segura Felix, José Irving Hernández Jaquez, Sergio Israel Velázquez Chávez et al.
      Pages 41-49

    7. Convolutional Neural Network for Classifying Thoracic Diseases in Adult Patients

      • Luis Alberto Gómez-Celaya, Jorge Alonso Débora-Ramirez, Rolando Corral-Barrón, Poleth Rodríguez-Domínguez, Aldair Verdugo-Valerio, Carlos Eduardo Cañedo-Figueroa et al.
      Pages 50-58

    8. Computation of Human-Sperm Local Flagellar Instantaneous Velocity

      • Dan Sidney Díaz-Guerrero, Fernando Montoya, Haydee Olínca Hernández, Paul Hernández-Herrera, Alberto Darszon, Gabriel Corkidi
      Pages 59-66

    9. Machine Learning Model to Classify Patients with Complicated and Uncomplicated Type 2 Diabetes Mellitus in the New Civil Hospital of Guadalajara “Juan I. Menchaca”

      • Víctor Manuel Medina-Pérez, Isaac Zúñiga-Mondragón, José Alfonso Cruz-Ramos, Kevin Javier Arellano-Arteaga, Iryna Rusanova, Gerardo García-Gil et al.
      Pages 67-83

    10. Simulator for Cardiovascular Procedures

      • Tomás Efraín Sánchez Pérez, Raúl Martínez Ruiz, Jesus Moises Martinez Buendia, Iliana González Pérez, Carlos Alberto Gallegos Hernández, Efraín Muñoz Montero et al.
      Pages 84-92

    11. Design and Characterization of a Microfluidic Biological System for Bone Tissue

      • Odin Ramirez-Fernandez, Fabian Equihua-Guillen, Adrian Garcia-Lara, Esmeralda Zuñiga-Aguilar
      Pages 93-99

    12. Tumor Tissue Classification in Hyperspectral Histopathology Images Through Individual and Ensemble of Machine Learning Algorithms

      • Daia Natalia Martínez-Arboleyda, Inés Alejandro Cruz-Guerrero, Daniel Ulises Campos-Delgado
      Pages 100-111

    13. Classification of COVID-19 Mortality Risk: A Neural Network-Based Approach Using Mexican Healthcare Sector Data

      • Enrique Mena-Camilo, Gerardo Hernández-Nava, Sheila Leyva-López, Sebastián Salazar-Colores
      Pages 112-119

    14. Design of a Convolutional Neural Network for Hippocampal Segmentation in Epileptics and Healthy Patients

      • Alina Andrea García Huizar, José Manuel Mejía Muñoz
      Pages 120-127

    15. Development and Evaluation of a Diagnostic Exam for Undergraduate Biomedical Engineering Students Using GPT Language Model-Based Virtual Agents

      • Alberto Isaac Perez Sanpablo, María del Carmen Arquer Ruiz, Alicia Meneses Peñaloza, Gerardo Rodriguez Reyes, Ivett Quiñones Uriostegui, Leonardo Eliú Anaya Campos
      Pages 128-136

    16. Transcriptional Expression of Bioactive Antimicrobial Peptides with Biomedical Potential in Diverse Organs of the Mexican Axolotl

      • Edgar Cera-Domínguez, Gabriel Arenas-Ballesteros, Luis Varela-Rodríguez, Javier Camarillo-Cisneros, Abimael Guzman-Pando, Hugo Varela-Rodríguez
      Pages 137-144

    17. Drugs and Therapeutic Targets in Breast Cancer: Physicochemical Analysis by Computational Chemistry

      • Aarón Morales Stockton, Andrés Kaleb Aguiñaga Miramontes, Raquel Portillo Saenzpardo, Roxana Quintana Jurado, Rodrigo Domínguez García, Javier Camarillo Cisneros et al.
      Pages 145-151

  3. Signal Processing and Medical Images, Data Science

    1. Front Matter

      Pages 153-153
      Download chapter PDF

    2. Automatic Cluster Selection in K-Means Lung Segmentation

      • Natanael Hernández-Vázquez, Stewart René Santos-Arce, Ricardo Antonio Salido-Ruiz, Sulema Torres-Ramos, Israel Román-Godínez
      Pages 155-163
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Other volumes

  1. XLVI Mexican Conference on Biomedical Engineering

  2. XLVI Mexican Conference on Biomedical Engineering

Editors and Affiliations

  • División de Estudios de Posgrado e Investigación, Instituto Tecnológico de Orizaba, Orizaba, Mexico

    José de Jesús Agustín Flores Cuautle

  • Department of Biomedical Engineering, University of California, Irvine, Irvine, USA

    Balam Benítez-Mata

  • Departamento de Bioingeniería Traslacional, Universidad de Guadalajara, Guadalajara, Mexico

    Ricardo Antonio Salido-Ruiz, Hugo A. Vélez-Pérez

  • Facultad de Ingeniería, Universidad Autónoma de Guerrero, Chilpancingo de los Bravo, Mexico

    Gustavo Adolfo Alonso-Silverio

  • Facultad de Ciencias, Universidad Autónoma de San Luis Potosí, San Luis Potosí, Mexico

    Guadalupe Dorantes-Méndez, Aldo Rodrigo Mejía-Rodríguez

  • Departamento de Ingeniería Eléctrica y Computación, Universidad Autónoma de Ciudad Juárez, Ciudad Juárez, Mexico

    Esmeralda Zúñiga-Aguilar

  • Facultad de Medicina, Universidad Autónoma del Estado de México, Toluca de Lerdo, Mexico

    Edgar Del Hierro-Gutiérrez

Bibliographic Information

  • Book Title: XLVI Mexican Conference on Biomedical Engineering

  • Book Subtitle: Proceedings of CNIB 2023, November 2–4, 2023, Villahermosa Tabasco, México - Volume 1: Signal Processing And Bioinformatics

  • Editors: José de Jesús Agustín Flores Cuautle, Balam Benítez-Mata, Ricardo Antonio Salido-Ruiz, Gustavo Adolfo Alonso-Silverio, Guadalupe Dorantes-Méndez, Esmeralda Zúñiga-Aguilar, Hugo A. Vélez-Pérez, Edgar Del Hierro-Gutiérrez, … Aldo Rodrigo Mejía-Rodríguez

  • Series Title: IFMBE Proceedings

  • DOI: https://doi.org/10.1007/978-3-031-46933-6

  • Publisher: Springer Cham

  • eBook Packages: Engineering, Engineering (R0)

  • Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2024

  • Softcover ISBN: 978-3-031-46932-9Published: 26 October 2023

  • eBook ISBN: 978-3-031-46933-6Published: 25 October 2023

  • Series ISSN: 1680-0737

  • Series E-ISSN: 1433-9277

  • Edition Number: 1

  • Number of Pages: XX, 413

  • Number of Illustrations: 39 b/w illustrations, 180 illustrations in colour

  • Topics: Biomedical Engineering and Bioengineering, Health Informatics, Signal, Image and Speech Processing

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