Recent Contributions to Bioinformatics and Biomedical Sciences and Engineering / edited by Sotir Sotirov, Tania Pencheva, Janusz Kacprzyk, Krassimir T. Atanassov, Evdokia Sotirova, Simeon Ribagin.

Format:

Book

Contributor:

Sotirov, Sotir, editor.

Series:

Lecture Notes in Networks and Systems, 2367-3389 ; 658

Language:

English

Subjects (All):

Biomedical engineering.

Computational intelligence.

Bioinformatics.

Biomedical Engineering and Bioengineering.

Computational Intelligence.

Computational and Systems Biology.

Local Subjects:

Biomedical Engineering and Bioengineering.

Computational Intelligence.

Computational and Systems Biology.

Physical Description:

1 online resource (310 pages)

Edition:

1st ed. 2023.

Place of Publication:

Cham : Springer Nature Switzerland : Imprint: Springer, 2023.

Summary:

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.

Contents:

Rhythm Analysis during Cardio-pulmonary Resuscitation with Convolutional and Recurrent Neural Networks Using ECG and Optional Impedance Input

Parallel Technique on Bidirectional Associative Memory Cohen-Grossberg Neural Network

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

Emotion Recognition Using Convolutional Neural Network

An Intuitionistic Fuzzy Estimation Approach to Magnetic Resonance Imaging

Bioinformatics and Biostatistical Models for Analysis and Prognosis of Antimicrobial Resistance

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

Stress Response of Gram-positive and Gram-negative Bacteria Induced by Metal and Non-Metal Nanoparticles. In Search of Smart Antimicrobial Agents

Generalized Net Model of Rehabilitation Algorithm for Patients with Proximal Humeral Fracture after Surgical Treatment

A Generalized Net Model of Time-Delay Recurrent Neural Networks with the Stochastic Gradient Descent and Dropout Algorithm.

Notes:

Includes bibliographical references and index.

Other Format:

Print version: Sotirov, Sotir Recent Contributions to Bioinformatics and Biomedical Sciences and Engineering

ISBN:

9783031310690

OCLC:

1378106890