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MEDICON’23 and CMBEBIH’23

Proceedings of the Mediterranean Conference on Medical and Biological Engineering and Computing (MEDICON) and International Conference on Medical and Biological Engineering (CMBEBIH), September 14–16, 2023, Sarajevo, Bosnia and Herzegovina—Volume 1: Imaging, Engineering and Artificial Intelligence in Healthcare

  • Conference proceedings
  • © 2024

Overview

Editors:
  1. Almir Badnjević

    1. Verlab Research Institute for Biomedical Engineering, Medical Devices, and Artificial Intelligence, Sarajevo, Bosnia and Herzegovina

  2. Lejla Gurbeta Pokvić

    1. Verlab Research Institute for Biomedical Engineering, Medical Devices, and Artificial Intelligence, Sarajevo, Bosnia and Herzegovina

  • Describes advances in biomedical signal processing and bioimaging
  • Covers applications of machine learning and AI in Healthcare
  • First volume of a 2-volume set

Part of the book series: IFMBE Proceedings (IFMBE, volume 93)

Included in the following conference series:

Conference proceedings info: CMBEBIH 2023, MEDICON 2023.

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About this book

This book presents cutting-edge research and developments in the broad field of medical, biological engineering and computing. This is the first volume of the joint proceedings of the Mediterranean Conference on Medical and Biological Engineering and Computing (MEDICON) and the International Conference on Medical and Biological Engineering (CMBEBIH), which were held together on September 14-16, 2023, in Sarajevo, Bosnia and Herzegovina. Contributions report on advances in biomedical signal processing and bioimaging, medical physics, and pharmaceutical engineering. Further, they cover applications of artificial intelligence and machine learning in healthcare.  

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Table of contents (93 papers)

  1. Front Matter

    Pages i-xvii
    Download chapter PDF

  2. Biomedical Signal Processing

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. Multimodal Registration Algorithm of Plantar Pressure Images and Digital Scanner for the Characterization of the Diabetic Foot in the BASPI/FootLab Laboratory

      • Yeison Luna, Martha Zequera
      Pages 3-12

    3. Semi-Automated Calculation of Baroreflex Sensitivity (BRS) Indices

      • Magdalena Krbot Skorić, Ivan Adamec, Ivan Moštak, Nika Višnjić, Mario Cifrek, Mario Habek
      Pages 13-21

    4. Preliminary Assessment of the Samsung Galaxy Watch 5 Accuracy for the Monitoring of Heart Rate and Heart Rate Variability Parameters

      • Gianluca Rho, Francesco Di Rienzo, Carlotta Marinai, Francesca Giannetti, Lucia Arcarisi, Pasquale Bufano et al.
      Pages 22-30

    5. EEG Microstate Clustering to Evaluate Acoustic Stimulation Phase-Locked Targeting of Slow Wave Sleep Activity

      • Filip Cerny, Vaclava Piorecka, Jan Strobl, Daniela Dudysova, Jana Koprivova, Marek Piorecky
      Pages 31-40

    6. Development of an Interpretable Model for Improving Differential Diagnosis in Subjects with a Left Ventricular Ejection Fraction Ranging from 40 to 55%

      • Katerina Iscra, Miloš Ajčević, Aleksandar Miladinović, Laura Munaretto, Jacopo Giulio Rizzi, Marco Merlo et al.
      Pages 41-48

    7. Fractal Characteristics of Retinal Microvascular Network in Alzheimer's Disease and Colon Cancer in Automatically Segmented Fundus Images from the UK Biobank Database

      • Isidora Rubežić, Miroslav Radunović, Dejan Babić, Tomo Popović, Nataša Popović
      Pages 49-56

    8. Classification of Atrial Fibrillation ECG Signals Using 2D CNN

      • Amina Tihak, Lejla Smajlovic, Dusanka Boskovic
      Pages 57-65

    9. Feature Selection for Arrhythmia Classification Using Statistical Tests

      • Amina Tihak, Amna Grahic, Dusanka Boskovic
      Pages 66-76

    10. Investigating the Physiology Behind Nose Thermal Response to Stress: A Cross-Mapping Approach

      • Federica Gioia, Mimma Nardelli, Enzo Pasquale Scilingo, Alberto Greco
      Pages 77-85

    11. Comparing Valence-Arousal and Positive-Negative Affect Models of Affect: A Nonlinear Analysis of Continuously Annotated Emotion Ratings

      • Andrea Gargano, Enzo Pasquale Scilingo, Mimma Nardelli
      Pages 86-95

    12. Postprandial Peak Identification from Continuous Glucose Monitoring Time Series

      • Aikaterini Archavli, Harpal Randeva, Natasha Khovanova
      Pages 96-107

    13. Emotional State Evaluation in Driving Simulations: PC Versus Virtual Theater

      • Rita Laureanti, Simone Mentasti, Alessandro Gabrielli, Matteo Matteucci, Luca Mainardi
      Pages 108-113

    14. Classification of Physiological States Through Machine Learning Algorithms Applied to Ultra-Short-Term Heart Rate and Pulse Rate Variability Indices on a Single-Feature Basis

      • Marta Iovino, Ivan Lazic, Tatjana Loncar-Turukalo, Michal Javorka, Riccardo Pernice, Luca Faes
      Pages 114-124

    15. Decomposition of HDsEMG Signals Recorded from a Forearm Extensor Muscle Based on Blind Source Separation

      • Šimun Krmek, Mario Cifrek, Yueming Gao, Željka Lučev Vasić
      Pages 125-134

    16. Exploring the Predictability of EEG Signals Timed with the Heartbeat: A Model-Based Approach for the Temporal and Spatial Characterization of the Brain Dynamics

      • Valeria Rosalia Vergara, Chiara Bara, Riccardo Pernice, Andrea Zaccaro, Francesca Ferri, Luca Faes et al.
      Pages 135-144

    17. Measuring the Balance Between Synergy and Redundancy in Network Systems by Using Information Theory

      • Yuri Antonacci, Gorana Mijatovic, Laura Sparacino, Simone Valenti, Gianvincenzo Sparacia, Daniele Marinazzo et al.
      Pages 145-154

    18. Comparison of Linear Model-Based and Nonlinear Model-Free Directional Coupling Measures: Analysis of Cardiovascular and Cardiorespiratory Interactions at Rest and During Physiological Stress

      • Chiara Barà, Riccardo Pernice, Laura Sparacino, Yuri Antonacci, Michal Javorka, Luca Faes
      Pages 155-163

    19. Kinematic Characterization of Movements During the Tinetti Test

      • Alessandra Raffini, Francesco Bassi, Miloš Ajčević, Aleksandar Miladinović, Agostino Accardo
      Pages 164-171
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Other volumes

  1. MEDICON’23 and CMBEBIH’23

  2. MEDICON’23 and CMBEBIH’23

Editors and Affiliations

  • Verlab Research Institute for Biomedical Engineering, Medical Devices, and Artificial Intelligence, Sarajevo, Bosnia and Herzegovina

    Almir Badnjević, Lejla Gurbeta Pokvić

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Bibliographic Information

  • Book Title: MEDICON’23 and CMBEBIH’23

  • Book Subtitle: Proceedings of the Mediterranean Conference on Medical and Biological Engineering and Computing (MEDICON) and International Conference on Medical and Biological Engineering (CMBEBIH), September 14–16, 2023, Sarajevo, Bosnia and Herzegovina—Volume 1: Imaging, Engineering and Artificial Intelligence in Healthcare

  • Editors: Almir Badnjević, Lejla Gurbeta Pokvić

  • Series Title: IFMBE Proceedings

  • DOI: https://doi.org/10.1007/978-3-031-49062-0

  • Publisher: Springer Cham

  • eBook Packages: Engineering, Engineering (R0), Springer Nature Proceedings excluding Computer Science

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

  • Softcover ISBN: 978-3-031-49061-3Published: 04 January 2024

  • eBook ISBN: 978-3-031-49062-0Published: 03 January 2024

  • Series ISSN: 1680-0737

  • Series E-ISSN: 1433-9277

  • Edition Number: 1

  • Number of Pages: XVII, 915

  • Number of Illustrations: 61 b/w illustrations, 231 illustrations in colour

  • Topics: Biomedical Engineering and Bioengineering, Biological and Medical Physics, Biophysics, Signal, Image and Speech Processing

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