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Recent contributions to bioinformati...

Sotirov, Sotir.

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Recent contributions to bioinformatics and biomedical sciences and engineering

Record Type:	Electronic resources : Monograph/item
Title/Author:	Recent contributions to bioinformatics and biomedical sciences and engineering/ edited by Sotir Sotirov ... [et al.].
other author:	Sotirov, Sotir.
Published:	Cham :Springer Nature Switzerland : : 2023.,
Description:	x, 304 p. :ill. (some col.), digital ;24 cm.
[NT 15003449]:	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.
Contained By:	Springer Nature eBook
Subject:	Bioinformatics - Congresses. -
Online resource:	https://doi.org/10.1007/978-3-031-31069-0
ISBN:	9783031310690

Recent contributions to bioinformatics and biomedical sciences and engineering
Recent contributions to bioinformatics and biomedical sciences and engineering[electronic resource] /edited by Sotir Sotirov ... [et al.]. - Cham :Springer Nature Switzerland :2023. - x, 304 p. :ill. (some col.), digital ;24 cm. - Lecture notes in networks and systems,6582367-3389 ;. - Lecture notes in networks and systems ;658..

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.

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.

ISBN: 9783031310690

Standard No.: 10.1007/978-3-031-31069-0doiSubjects--Topical Terms:

731254
Bioinformatics
--Congresses.

LC Class. No.: QH324.2

Dewey Class. No.: 570.285

Recent contributions to bioinformatics and biomedical sciences and engineering
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505 0 $a 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.
520 $a 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.
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700 1 $a Sotirov, Sotir. $3 2181210
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