Current Trends in Biomedical Engineering and Bioimages Analysis

Name: Current Trends in Biomedical Engineering and Bioimages Analysis | Proceedings of the 21st Polish Conference on Biocybernetics and Biomedical Engineering
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Proceedings of the 21st Polish Conference on Biocybernetics and Biomedical Engineering

Józef Korbicz Roman Maniewski Krzysztof Patan Marek Kowal(Editor)

Springer (Publisher)

1st Edition

Published on 22. August 2019

XII, 338 pages

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978-3-030-29885-2 (ISBN)

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Content

Intro
Preface
Acknowledgment
Contents
Signal Processing
Analysis of Amped Heart Rate Sensor Performance Under the Influence of Various External Factors and User Characteristics
1 Introduction
2 Factors Affecting Photoplethysmographic Measurements
3 Materials and Methods
3.1 Signal Acquisition with Amped Sensor
3.2 Experimental Design
4 Results and Discussion
5 Conclusions
References
Comparison of Indices Derived from Poincaré Maps on Electrocardiograms and Seismocardiograms
1 Introduction
2 Materials and Methods
2.1 Data Set
2.2 Signal Processing
2.3 Poincaré Map Analysis
3 Results
4 Conclusion and Discussion
References
Research of Ocular Hemodynamics by Optical Coherence Tomography and Transpalpebral Rheoophthalmography Methods
1 Introduction
2 Materials and Methods
3 Compliance with Ethical Requirements
4 Results
5 Conclusions
References
A New Method and Device for Differentiating Elastic and Resistive Properties of the Respiratory System
Abstract
1 Introduction
2 Materials and Methods
2.1 The Idea of Added Compliance and Resistance Method (ACRM)
2.2 The Method of ACRM Validation
3 Results
4 Discussion and Conclusions
Acknowledgements
References
Image Analysis
Role of Let-7 Family miRNAs in Migration of Colorectal Cancer HCT 116 and Caco-2 Cells After Stimulation by the Adipokine Vaspin. Time-Lapse Live-Cell Microscopic Observations
1 Introduction
2 Materials and Methods
2.1 Cell Culture, Cytotoxicity and Migration Assays
2.2 Cell Transfection and Dual Luciferase Assay
2.3 miRNA Real Time PCR
2.4 Wound Healing Imaging
2.5 Images Pre-processing and Computational Analyses
3 Results
3.1 Transfection Efficiency
3.2 Let-7 miRNA and Gene Expression Regulation
3.3 HCT 116 Migration Assay
3.4 Cytotoxicity Assay of Vaspin in Caco-2 Cells
3.5 Hormonally-Stimulated Migration
4 Discussion
5 Conclusions
References
Fractal Dimension Analysis of PET-MRI Liver Images for Various ROI's Sizes
1 Introduction
2 Materials and Methods
2.1 Experimental Setup
2.2 Methods of Estimation the Fractal Dimension
3 Results
4 Conclusion
References
CNN Support to Diagnostics in Sjögren's Syndrome
1 Introduction
2 Materials and Methods
2.1 Ground Truth Annotations
2.2 Image Tiles Augmentation
2.3 CNN Training
2.4 Evaluation of Results
3 Results
3.1 Training
3.2 Classification Performance Measured Against Pathologist Ground Truth
4 Discussion
5 Conclusions and Future Work
References
On Stability of Feature Selection Based on MALDI Mass Spectrometry Imaging Data and Simulated Biopsy
1 Introduction
2 Data
2.1 MALDI-MSI Data
2.2 Dataset Preparation
2.3 Simulation of Biopsy Data
3 Feature Selection
3.1 t Test
3.2 Wilcoxon Rank-Sum Test
3.3 Sequential Forward Selection
4 Feature Ranking Stability
5 Choosing a Dataset for Feature Selection
6 Future Research
References
Virtual Reality as a Tool for Ophthalmic Examination
1 Introduction
2 Virtual Reality
3 Colour Blindness
4 Method
4.1 Rendering Colours on Smartphone
4.2 Technology and Software
4.3 Application Details
4.4 Experiments
5 Conclusion and Future Works
References
Texture Description for Classification of Fine Needle Aspirates
1 Introduction
2 Database Description
3 Methods
3.1 Texture Description
3.2 Morphological Features
3.3 Malignancy Classification
4 Results and Discussion
5 Conclusions and Further Work
References
Computer-Aided Medical Diagnosis
Novel Digital Pathology Method for Computer-Aided Analysis of Histopathological Images Obtained from Dystrophic Muscle Biopsies
Abstract
1 Introduction
2 Materials and Methods
3 Results
4 Conclusions
Acknowledgements
References
Deep Neural Networks for Breast Cancer Diagnosis: Fine Needle Biopsy Scenario
1 Introduction
2 Related Work
3 Dataset
4 Experiments
5 Discussion
6 Conclusions
References
Fibroblast Segmentation in Microscopic Brightfield Images with Convolutional Neural Network
1 Introduction
2 Materials and Methods
2.1 Image Data
2.2 CNN Training and Validation
3 Results
4 Discussion
5 Conclusion
References
BioTest - Remote Platform for Hypothesis Testing and Analysis of Biomedical Data
1 Introduction
2 Materials and Methods
2.1 Supervised and Unsupervised Machine Learning Methods and Tools
2.2 A Tool for Aggregation of Gene Ontology Terms
3 Data Storage and High-Level Data Analysis
4 Example Results
5 Conclusion
References
Detection of Epileptic Seizures via Deep Long Short-Term Memory
1 Introduction
2 Seizure Database
3 Statistical Analysis
4 Long Short-Term Memory
5 Experiment
5.1 Statistical Analysis
5.2 Deep LSTM Classification
6 Concluding Remarks
References
Breast Cancer Computer-Aided Diagnosis System Using k-NN Algorithm Based on Hausdorff Distance
1 Introduction
2 Materials
3 Methods
4 Results
5 Conclusions
References
E-health and Telemedicine
Taking Videoplethysmographic Measurements at Alternative Parts of the Body - Pilot Study
Abstract
1 Introduction
2 Related Work
3 Materials and Methods
3.1 Study Conditions
3.2 Image and Signal Processing
4 Results
4.1 Results of Measurement Accuracy
4.2 Results of Measurement Reliability
4.3 Results of Pulse Wave Velocity
5 Discussion
Acknowledgment
References
Multimodal Measurement Systems for Health and Behavior Analysis in Living Environment
Abstract
1 Introduction
2 Sensors and Sensor Networks
2.1 Sensor Types and Characteristics
2.2 Intelligent Sensors
2.3 Imperceptible Sensors
2.4 Sensor Network
2.5 Sensor Information Safety
3 Digital Behavioral Record
3.1 Natural Representation of Behavior
3.2 Symbolic Representation of Behavior
4 Identifying and Predicting Human Actions
Acknowledgment
References
Assessing the Influence of the Teaching Method on Cognitive Aspects in the Process of Mathematical Education Among Blind People
1 Introduction
1.1 Methods and Tools Supporting the Access to Information for the Blind
1.2 Challenges of Teaching and Learning Mathematics by Visually Impaired
2 Materials and Methods
2.1 Developed an Alternative Method of Teaching Mathematics
2.2 Cognitive Aspects and Proposed Method of Their Evaluation
2.3 Research Group, Control Group and Conducted Experiments
3 Results
4 Discussion
References
Modelling of Physiological Processes
Modeling and Optimization of Radio-Chemotherapy
1 Introduction
2 Modeling of Anticancer Treatment
2.1 The Simplest Case
2.2 Modeling Pharmacokinetics and DNA Repair
3 Gompertz vs. Logistic Growth
4 Conclusions
References
Challenges with Conventional Ventilation of Infants with Inhomogeneous Lungs
Abstract
1 Introduction
2 Methods
2.1 Numeric Model of Lungs
2.2 The Hybrid Simulator of Respiratory System and Setup
2.3 The Simulations
3 Results
4 Discussion and Conclusions
References
Modelling the Influence of the Electromagnetic Field on a User of a Bone Conduction Hearing Medical Implant
Abstract
1 Introduction
2 Material and Methods
2.1 Numerical Model of HI-BB
2.2 Numerical Model of an HI-BB User
2.3 Models of EMF Sources
2.4 Characteristic of Exposure to EMF
2.5 Numerical Simulations
2.6 Criteria for Assessing Electromagnetic Hazards
3 Results
4 Conclusions
Acknowledgments
References
Measurement of Dynamic Properties of Animal Liver to Identify the Material Model
1 Introduction
2 Materials and Methods
3 Results
4 Model Identifiaction
5 Conclusion
References
A Novel Real-Time Computer Model of the Coronary System Including a Physiological Feedback Between the Left Ventricular Muscles and Coronary Perfusion
Abstract
1 Introduction
2 Materials and Methods
2.1 The Model of the Coronary System
2.2 The Coronary Model Parametrization
2.3 The Coronary Model Implantation in the Whole Numerical Cardiovascular Model
3 Results and Discussion
4 Conclusions
Compliance with Ethical Standards
References
Other Bioengineering Studies
Mechanical Properties of Porcine Aorta - Influence of Specimen Taken Orientation
1 Introduction
2 Materials and Methods
3 Results
4 Discussion
5 Conclusions
References
Experimental and Constitutive Approaches for a Study of Mechanical Properties of Animal Tendons
1 Introduction
2 Materials and Methods
3 Results
4 Discussion
5 Conclusions
References
A Workspace Analysis for a Planar Model of a Tibiofemoral Joint - A Preliminary Study
Abstract
1 Introduction
2 Method
2.1 The Model of the TF Joint
2.2 The Workspace
3 Results and Discussion
3.1 Testing the Procedure: A One-Ligament and a Contact-Only Model
3.2 Simulations for the Complete TF Model
4 Conclusion
References
Investigation of Helmet-Head Interaction in the Aspect of Craniocerebral Tissue Protection
1 Introduction
2 Materials and Methods
2.1 Mechanical Properties of Materials Used for the Interior Lining of the Helmet
3 Research Results
4 Summary and Discussion
References
European Research on Magnetic Nanoparticles for Biomedical Applications: Standardisation Aspects
Abstract
1 Introduction
2 Pre- and Co-normative EU Projects on Magnetic Nanoparticles
2.1 The Pre-normative EU NanoMag Project
2.2 EU Transdomain COST Action RADIOMAG
2.3 The EURAMET Project MagNaStand
3 Search of the EU CORDIS Database for Research Projects that are relevant for MNP Standardisation
3.1 Results of the Search of the CORDIS Database
4 An Online Survey of Researchers Involved in MNP Projects
4.1 Survey Results
4.2 Discussion of the Survey Results
5 Summary
Acknowledgments
References
A Factorial Design for Assessment of the Effect of Selected Process Variables on the Impulse Electrostatic Droplet Formation
Abstract
1 Introduction
2 Materials and Methods
2.1 Materials
2.2 Experimental System
2.3 Application of the Factorial Design Method in Discussed Case
3 Results and Discussion
3.1 Experimental Results
3.2 Response Surface Model
4 Conclusions
References
Author Index

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Current Trends in Biomedical Engineering and Bioimages Analysis

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