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Recent Contributions to Bioinformatics and Biomedical Sciences and Engineering

  • Conference proceedings
  • © 2023

Overview

Editors:
  1. Sotir Sotirov

    1. Faculty of Technical Sciences, “Prof. Assen Zlatarov” University, Bourgas, Bulgaria

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  2. Tania Pencheva

    1. Institute of Biophysics and Biomedical Engineering, Bulgarian Academy of Sciences, Sofia, Bulgaria

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  3. Janusz Kacprzyk

    1. Polish Academy of Sciences, Systems Research Institute, Warsaw, Poland

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  4. Krassimir T. Atanassov

    1. Institute of Biophysics and Biomedical Engineering, Bulgarian Academy of Sciences, Sofia, Bulgaria

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  5. Evdokia Sotirova

    1. Faculty of Technical Sciences, “Prof. Assen Zlatarov” University, Bourgas, Bulgaria

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  6. Simeon Ribagin

    1. Institute of Biophysics and Biomedical Engineering, Bulgarian Academy of Sciences, Sofia, Bulgaria

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  • Presents recent research in Bioinformatics and Biomedical Sciences and Engineering
  • Covers selected and peer-reviewed papers from the Second International Symposium on Bioinformatics and Biomedicine
  • Written by experts in the field

Part of the book series: Lecture Notes in Networks and Systems (LNNS, volume 658)

Included in the following conference series:

Conference proceedings info: BioInfoMed 2022.

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Table of contents (29 papers)

  1. Front Matter

    Pages i-x
    Download chapter PDF

  2. Data Mining in Biomedicine and Healthcare

    1. Front Matter

      Pages 1-1
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    2. Rhythm Analysis During Cardio-Pulmonary Resuscitation with Convolutional and Recurrent Neural Networks Using ECG and Optional Impedance Input

      • Vessela Krasteva, Irena Jekova
      Pages 3-15

    3. Parallel Technique on Bidirectional Associative Memory Cohen-Grossberg Neural Network

      • Gani Stamov, Stanislav Simeonov, Ivan Torlakov, Marina Yaneva
      Pages 16-20

    4. Prediction of the Granulometric Composition of the Silt Loading on Transport Arteries in the City of Bourgas Based on Artificial Neural Networks

      • Dimitrinka Ivanova, Yordanka Tasheva, Evdokia Sotirova, Aleksandar Dimitrov, Sotir Sotirov
      Pages 21-31

    5. Emotion Recognition Using Convolutional Neural Network

      • Todor Petkov, Aleks Titanyan, Veselina Bureva, Stanislav Popov
      Pages 32-38

    6. Water Safety and Toxicity Assessment Using Real Time Sensor Measurements and Fuzzy Logic Data Processing

      • Husein Yemendzhiev, Plamena Zlateva, Valentin Nenov
      Pages 39-46

    7. An Intuitionistic Fuzzy Estimation Approach on a Magnetic Resonance Imaging

      • Sotir Sotirov, Todor Kostadinov, Stoyan Hristov
      Pages 47-52

    8. Bioinformatics and Biostatistical Models for Analysis and Prognosis of Antimicrobial Resistance

      • Maya Zhelyazkova, Roumyana Yordanova, Iliyan Mihaylov, Stefan Tsonev, Dimitar Vassilev
      Pages 53-62

  3. Decision Making in Biomedicine and Healthcare

    1. Front Matter

      Pages 63-63
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    2. InterCriteria Analysis of Data Obtained from Patients with Hypercholesterolemia Treated with Linoprixol

      • Valentin Vassilev, Hristo Hlebarov, Simeon Ribagin, Krassimir Atanassov
      Pages 65-71

    3. ABO System Blood Groups Distribution in Bulgaria, Based on a Dataset of the Patients of the University Hospital “Saint Anna”, Sofia, Bulgaria, from 2015 to 2021

      • Vassia Atanassova, Nikolay Andreev, Angel Dimitriev
      Pages 72-83

    4. InterCriteria Analysis of the Geographic Distribution of the ABO System Blood Groups in the Patients of the University Hospital “Saint Anna”, Sofia, Bulgaria, from 2015 to 2021

      • Vassia Atanassova, Nikolay Andreev, Angel Dimitriev
      Pages 84-97

    5. Comparison of Docking Scoring Functions by InterCriteria Analysis on a Set of Protein Targets Related to Alzheimer and Parkinson Diseases

      • Petko Alov, Ilza Pajeva, Ivanka Tsakovska, Tania Pencheva
      Pages 98-110

    6. Multicriteria Analysis of Oncology Data During the Covid Pandemic

      • E. Sotirova, H. Bozov, S. Sotirov, G. Bozova, S. Ribagin, V. Gonchev
      Pages 111-118

  4. Biomedical Approaches and Applications

    1. Front Matter

      Pages 119-119
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    2. Convolutional Autoencoder for Filtering of Power-Line Interference with Variable Amplitude and Frequency: Study of 12-Lead PTB-XL ECG Database

      • Kamen Ivanov, Irena Jekova, Vessela Krasteva
      Pages 121-133

    3. Lipid Order of Membranes Isolated from Erythrocytes of Patients with Coronary Artery Disease: Correlation with Biochemical Parameters

      • Vesela Yordanova, Galya Staneva, Plamen Krastev, Tania Markovska, Ana-Mariya Marinovska, Aneliya Kostadinova et al.
      Pages 134-146

    4. Stress Response of Gram-Positive and Gram-Negative Bacteria Induced by Metal and Non-metal Nanoparticles. In Search of Smart Antimicrobial Agents

      • Iliana Ivanova, Radostina Toshkovska, Lyubomira Yocheva, Dayana Benkova, Vesela Yordanova, Alexandrina Nesheva et al.
      Pages 147-155

    5. Reactivity of Recombinant and Native pLDH Antigens with Seven Commercially Available Rapid Diagnostic Test Kits for Malaria Diagnosis

      • Daniela Todorova-Balvay, R. Ravishankaran, C. R. Pillai, Xavier C. Ding, P. K. Desai
      Pages 156-166
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Other volumes

  1. Recent Contributions to Bioinformatics and Biomedical Sciences and Engineering

Keywords

About this book

This book presents a collection of high-quality research papers, presented at the Second International Symposium on Bioinformatics and Biomedicine (BioInfoMed’2022). It offers a comprehensive look into some of the fastest growing fields of science, such as biomedicine, bioinformatics, artificial intelligence, and mathematical modeling. The different chapters of the work include both practical solutions and strictly scientific considerations expanding knowledge about the future bioinformatics and biomedical engineering challenges. We believe that the presented works will have a great impact not only on the development and the application of new methods for modeling, decision making and data mining in healthcare and biomedicine, but also it will provide a source of inspiration for researchers who can implement the proposed methods into their practice and scientific studies.

 

Editors and Affiliations

  • Faculty of Technical Sciences, “Prof. Assen Zlatarov” University, Bourgas, Bulgaria

    Sotir Sotirov, Evdokia Sotirova

  • Institute of Biophysics and Biomedical Engineering, Bulgarian Academy of Sciences, Sofia, Bulgaria

    Tania Pencheva, Krassimir T. Atanassov, Simeon Ribagin

  • Polish Academy of Sciences, Systems Research Institute, Warsaw, Poland

    Janusz Kacprzyk

Bibliographic Information

  • Book Title: Recent Contributions to Bioinformatics and Biomedical Sciences and Engineering

  • Editors: Sotir Sotirov, Tania Pencheva, Janusz Kacprzyk, Krassimir T. Atanassov, Evdokia Sotirova, Simeon Ribagin

  • Series Title: Lecture Notes in Networks and Systems

  • DOI: https://doi.org/10.1007/978-3-031-31069-0

  • 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 2023

  • Softcover ISBN: 978-3-031-31068-3Published: 01 May 2023

  • eBook ISBN: 978-3-031-31069-0Published: 30 April 2023

  • Series ISSN: 2367-3370

  • Series E-ISSN: 2367-3389

  • Edition Number: 1

  • Number of Pages: X, 304

  • Number of Illustrations: 73 b/w illustrations, 80 illustrations in colour

  • Topics: Biomedical Engineering and Bioengineering, Computational Intelligence, Bioinformatics

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