Contemporary Methods in Bioinformatics and Biomedicine and Their Applications

Name: Contemporary Methods in Bioinformatics and Biomedicine and Their Applications
Brand: Springer
Price: 213.99 EUR
Availability: OnlineOnly

Sotir S. Sotirov Tania Pencheva Janusz Kacprzyk Krassimir T. Atanassov Evdokia Sotirova Galya Staneva(Herausgeber*in)

Springer (Verlag)

Erschienen am 11. März 2022

XI, 456 Seiten

E-Book

PDF mit Wasserzeichen-DRM

Systemvoraussetzungen

978-3-030-96638-6 (ISBN)

213,99 €inkl. 7% MwSt.

Systemvoraussetzungen

für PDF mit Wasserzeichen-DRM

E-Book Einzellizenz

Als Download verfügbar

Beschreibung

Weitere Details

Weitere Ausgaben

Inhalt

Intro
Preface
Contents
Decision Making in Bioinformatics, Biomedicine and Healthcare
Comparative Analysis of Decision-Making Models in National Healthcare Systems of EU Member-States: Change-Drivers' Identification
1 Health Care Systems vs. Health Systems: An Introduction to the Importance of the System Care for the Healthcare Decision-Making
2 Research Methodology
3 Key Findings
4 Conclusion
References
A Comparative Machine Learning Modelling Approach for Patients' Mortality Prediction in Hospital Intensive Care Unit
1 Introduction
2 Materials and Methods
2.1 The Domain Problem
2.2 Study Design
2.3 Methodology
2.4 Data Pre-processing
2.5 Modelling
2.6 Models Evaluation and Selection
3 Results
3.1 Models Test Results
3.2 Models Selection
4 Discussion
References
Unified Approach for Designing a Database for the Needs of the Anesthesiologists in Bulgaria
1 Introduction
1.1 Overview of the Information Management in the Anesthesiologic Activity in the Medical Practice
1.2 Justification for the Need of a National Unified System for the Needs of the Anesthesiologists
1.3 Unified System for the Needs of Anesthesiologists in Bulgaria
1.4 Identifying Key Anesthesiology Data that Will Be Stored
2 System Architecture and Design
2.1 System Roles
2.2 Use Case View
2.3 Used Technologies
3 Conclusion and Future Work
References
Computer-Based Rehabilitation of Cognitive Impairments in Patients with Multiple Sclerosis
1 Introduction
1.1 A Subsection Sample
2 Rehabilitation Module Rila Cogni Soft
2.1 Training Program for Rehabilitation of Speed of Information Processing
2.2 Training Program for Rehabilitation of Visual-Spatial Memory and Orientation
2.3 Training Program for Rehabilitation of Verbal Learning
2.4 Picture Memory Training Program
2.5 Training Program for Rehabilitation of Executive Functions
2.6 Training Program for Rehabilitation of Emotional Recognition
3 Results
4 Discussion
5 Conclusion
References
Point of Care Lung Diagnostic in ICU - Our Experience with Bedside Lung Ultrasound
1 Introduction
2 Aim of Study
3 Material and Methods
4 Results
5 Discussion
6 Conclusions
References
Application of Digital Health and Telemedicine to Deal with COVID-19
1 Introduction
2 Conclusion
References
Virtual Assisted Technologies as a Helping Tool for Therapists in Assessment of Anxiety. Outcomes of a Pilot Trial with Chatbot Assistance
1 Introduction
2 Virtual Assisted Technologies for Self Assessements
3 Methodology for Assessment of Anxiety
4 Data Processing by Intuitionistic Fuzzy Sets
5 Methodology and Experimental Design of Chatbot for Assessment of Anxiety
6 Evaluation of Student's Anxiety
7 Conclusions
References
InterCriteria Analysis Approach for Decision-Making in Virtual Screening: Comparative Study of Various Scoring Functions
1 Introduction
2 Materials and Methods
2.1 Target Proteins
2.2 Dataset Preparation
2.3 Docking-Scoring Protocol
2.4 Re-scoring
3 InterCriteria Analysis
3.1 Theoretical Outline
3.2 ICrAData Software Package
4 Results and Discussion
5 Conclusion
References
Bayesian Hierarchical Modelling for Antimicrobial Resistance
1 Background
2 Data
3 Bayesian Inference
4 Results
5 Discussion and Conclusion
References
Mathematical Modelling in Biomedicine and Healthcare
Generalized Net Model of Telerehabilitation Program for Patients with Socially Significant Diseases
1 Introduction
2 The Generalized Net Model
3 Conclusions
References
A Generalized Net Model with Intuitionistic Fuzzy Assessments of the Process of Cardiopulmonary Resuscitation
1 Introduction
2 Generalized Net Model of the Process of Cardiopulmonary Resuscitation
3 Conclusions
References
A Generalized Net Model of the Pattern of Behavior in Patients with eGFR & 20mL/min (CKD Stage IV-V)
1 Introduction
2 The Generalized Net Model
3 Conclusion
References
Generalized Net Model of Biometric Authentication System Based on Palm Geometry and Palm Vein Matching
1 Introduction
2 Generalized Net Model of Biometric Authentication System Based on Palm Geometry and Palm Vein Matching
3 Conclusion
References
A Generalized Net Model of the Process of Obtaining and Diagnosing Convalescent Plasma from Patients with COVID-19
1 Introduction
2 The Generalized Net Model
3 Conclusion
References
Possible Application of Generalized Nets in Telemedicine Screening of Corona Virus Disease 2019 (COVID-19)
1 Introduction
2 Generalized Net Model for Screening of Corona Virus Disease 2019 (COVID-19)
3 Conclusions
References
Generalized Net Model of the Upper Limb Arterial Supply System
1 Introduction
2 Generalized Net Model of the Arterial Supply of the Upper Limb of the Vascular System
3 Conclusions
References
Generalized Net Model of Ant Lion Optimizer
1 Introduction
2 The ALO Algorithm
3 Generalized Net Model of ALO Algorithm
4 Conclusion
References
Implementation of Expanding Hierarchical Operators in GN IDE
1 Introduction
2 Notes on Hierarchical Operators over Generalized Nets
2.1 Hierarchical Operator H1 (E, l*, E')
2.2 Hierarchical Operator H3 (E, Z, E')
3 Implementation of Hierarchical Operators in GN IDE
4 Conclusion
References
Artificial Intelligence in Biomedicine and Healthcare
Fuzzy U-Net Neural Network Design for Image Segmentation
1 Image Segmentation
1.1 Description
1.2 Problems
2 Fuzzy U-Net Model Architecture
2.1 The Standard U-Net
2.2 Initial Cross Validation
2.3 Integration of Fuzzy Layers into the Standard U-Net
3 Thresholding
3.1 Thresholding Methods Tested
3.2 Conclusion
References
Effects of Variable Impulsive Perturbations on the Stability of Fractional-Order Cohen-Grossberg Neural Networks with Respect to Functions
1 Introduction
2 Preliminaries
3 Main Results
4 Conclusion
References
Visualization on Stability of Impulsive Cohen-Grossberg Neural Networks with Time-Varying Delays
1 Introduction
2 Results
2.1 Example 1 - Impulsive CGNN
2.2 Example 2 - Impulsive CGNN with Time-Varying Delays
2.3 Example 3 - Impulsive CGNN with Time-Varying Delays
3 Conclusion
References
Performance Prediction of a Microbial Fuel Cell Based on Artificial Neural Networks
1 Introduction
1.1 Microbial Fuel Cells
1.2 Artificial Neural Networks
2 Materials and Methods
3 Results and Discussion
4 Conclusions
References
Functional Outcome Prediction of Operated Proximal Humerus Fractures by Means of Artificial Neural Networks
1 Introduction
1.1 Proximal Humerus Fractures
1.2 Artificial Neural Networks
2 Realization and Discussion
3 Conclusion
References
Application of Virtual Reality as a Tool for Structural Analysis of Molecules - Steroids, Pharmaceuticals and Pesticides
1 Introduction
2 Virtual Reality - Definition
3 Comparison Between Different Types of Virtual Reality Systems
4 VR System for Structure of Chemical Molecules
5 Programming Construction
6 Conclusion
References
In-silico Investigation of Human Visual System
1 Introduction
2 Preliminary Research - Model Structure
3 Simulation Experiments
4 Results and Discussion
5 Conclusion
References
Sequence-Based Prediction of Food-Originated ACE Inhibitory Peptides Using Deep Learning Algorithm
1 Introduction
2 Methods
2.1 Dataset Constructing
2.2 Peptides Representation
2.3 LSTM Model Architecture
2.4 Prediction Performance Evaluation
3 Results
4 Conclusions
References
Cascading Approach for Automatic ICD-10 Codes Association To Diseases in Bulgarian
1 Introduction
2 Related Work
3 Dataset
3.1 Labeled Dataset of Diagnosis in Bulgarian with ICD-10 codes
3.2 Augmented Dataset
3.3 Preprocessed Dataset
3.4 Features Selection
4 Cascade Approach for ICD-10 codes Association
5 Experiments
5.1 Experiment Objectives
5.2 Experiment Setup
5.3 Evaluation Metrics
5.4 Flat Classification
5.5 Lifted Classification
5.6 Cascade Classification
6 Conclusion and Further Work
References
Intuitionistic Fuzzy Sets with Applications in Bioinformatics and Biomedicine
Interval-Valued Intuitionistic Fuzzy Estimations of an Ultrasonic Image for Recognition Purposes
1 Image Acquisition
2 Interval-Valued Intuitionistic Fuzzy Estimations
3 Conclusion
References
Intuitionistic Fuzzy Representation of Uncertainty in Biomedical Operations
1 Introduction
2 Base Virtual Devices
3 A Conceptual Model of Causal Decomposition of the Traffic in Virtual Devices
4 An Intuitionistic Fuzzy Service Characterization
5 An Intuitionistic Fuzzy Service Characterization in a Consecutive Composition of two Operations
6 Conclusions and Future Work
References
Intuitionistic Fuzzy Evaluations for Analysis of the Proximal Humerus Fractures
1 Introduction
2 Purpose
3 Material and Methods
4 Results
4.1 Determination the Patients' Assessments of the Different Types of Movement
4.2 Determine the Interval Valued Intuitionistic Fuzzy Evaluation for the Group for Types of Movement by Periods
5 Conclusions
References
Opportunity to Detect Hazardous Materials in Water Using Intercriteria Analysis
1 Introduction
2 Experimental
2.1 Bio-Electrochemical System Construction and Operation
2.2 Microorganisms and Cultivation Conditions
2.3 Toxicity Detection
2.4 Analysis: InterCriteria
3 Results and Discussions
4 Applying ICA Approach
5 Conclusion
References
Biomedical Approaches and Applications
A Survey on the Application of Mobile Communication Devices in Remote Cardiac Monitoring Systems
1 Introduction
2 Methods
3 Results
4 Discussion
References
High-Risk Cardiac Patients' Follow-Up via Portable Telemonitoring Personal Analyzer: Applicability, Reliabilityand Accuracy
1 Introduction
2 Method
3 Results
3.1 Patients' Population
3.2 Performance Results
4 Discussion
5 Conclusion
References
Web-Based Software Tool for Electrocardiogram Annotation
1 Introduction
1.1 Background
1.2 Related Studies
1.3 Aim of the Study
2 Method
2.1 Server Part
2.2 Web Based Front-End Application
3 Results
4 Discussion and Conclusions
References
Differences in Ischemia Mechanism in Coronary Artery Disease and Cardiac Syndrome X
1 Introduction
2 Material and Methods
2.1 Groups of Patients
2.2 Methods
3 Results and Discussion
3.1 Resting State
3.2 Sympathetic Contour ACC (Handgrip Test
HT)
3.3 ACC Parasympathetic Stimulation (Valsalva Manoeuver
VM)
4 Conclusion
References
A FEM Study of Mechanical Behavior of S-Shaped-Stent
1 Introduction
2 Materials and Methods
2.1 Geometry of PS and ISMA Stents
2.2 3D Modelling
2.3 FEM Simulation
2.4 Stent Parameters
3 Results and Discussion
3.1 Diameters
3.2 Dogboning
3.3 Foreshortening
3.4 Recoil
3.5 Von Mises Stress
4 Conclusions
References
A Method for Fast-Acting Analysis of Quality of Unknown Olive Oils Using Fluorescence Spectroscopy
1 Introduction
2 Materials and Methods
2.1 Materials
2.2 Methods
2.3 Experimental Set Up
3 Results and Discussion
4 Conclusions
References
Resveratrol Stiffens 1-palmitoyl-2-oleoyl-sn-glycero-3-phosphocholine Bilayers
1 Introduction
2 Materials and Methods
2.1 Materials
2.2 Vesicle Preparation
2.3 Laurdan Fluorescence Spectroscopy
2.4 Thermal Shape Fluctuation Analysis
2.5 Electrodeformation of GUVs
3 Results and Discussion
4 Conclusion
References
Biomedical Imaging and Image Processing
Gabor Features for the Classification and Evaluation of Chromogenic In-Situ Hybridization Images
1 Introduction
2 Rationale
2.1 CISH Evaluation
2.2 Search for Spatial Features
3 Gabor Derived Features
4 Implementation and Results
4.1 Image Filtering and Feature Extraction
4.2 Fuzzy C-means Clustering
5 Expert Evaluation
6 Conclusion
References
An Approach for Development of a Physical Breast Phantom for X-ray Imaging Using an Inkjet Printer: Preliminary Results
1 Introduction
2 Materials and Methods
2.1 Phantom Development
2.2 Experimental Work
2.3 Processing of Data
3 Results and Discussion
4 Conclusion
References
Influence of Incident Mammography Spectra and Breast Phantom Characteristics on Mammography Features
1 Introduction
2 Materials and Methods
2.1 Phantoms
2.2 Generation of Projection Images
2.3 Quality Platform
3 Results and Discussion
3.1 Influence of Phantom Materials
3.2 Influence of Phantom Thickness
4 Conclusions
References
Comparative Morphometric Image Analysis of LYVE-1 and Podoplanin in HIV Infected Preeclamptic Women
1 Introduction
2 Materials and Methods
2.1 Ethical Approval and Placenta Collection
2.2 Immunohistochemistry
2.3 Computer-Assisted Morphometric Analysis of LYVE-1 and Podoplanin Immuno Expression
2.4 Statistical Analysis
3 Results
3.1 Qualitative LYVE-1 and Podoplanin Immunoexpression Within the Placenta
3.2 Morphometric Analysis of LYVE-1 and Podoplanin Immunostaining Within the Placental Villi
4 Discussion
References
Excitable Structures and Motor Activity
Effect of Changes in the Intracellular Resistivity of Skeletal Muscle Fibre on Intracellular and Extracellular Potentials
1 Introduction
2 Method
3 Results
3.1 Effect on the Size of the Stimulation Current
3.2 Effect on Intracellular Action Potentials
3.3 Effect on Extracellular Potentials
4 Discussion
4.1 Amplitude of the Negative Phase of EPs
4.2 Duration of the Negative Phase of EPs
4.3 The Obtained Results and M-wave
5 Conclusions
References
InterCriteria Decision Making Approach for Osteoarthritis Disease Analysis
1 Introduction
2 Disease
3 Etiology
4 Symptoms
5 Kinesiotherapy
6 Methods of Examination
7 InterCriteria Decision Making Approach
8 Results and Discussion
9 Conclusion
References
A Risk Assessment Study on Musculoskeletal Disorders in Computer Users Based on A Modified Nordic Musculoskeletal Questionnaire
1 Introduction
2 Method
2.1 Standards and Recommendations
2.2 Questionnaire Design
3 Implementation and Results
4 Discussion
5 Conclusion
References
Technological Support to Musculoskeletal Disorders Assessment and Management
1 Introduction
2 Overall Concept
3 MSDs Management Methodology
4 Development of Resources
5 Conclusion
References
Author Index

Systemvoraussetzungen

Als PDF speichern Als Link merken