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(Herausgeber*in)

Springer (Verlag)

1. Auflage

Erschienen am 22. August 2019

XII, 338 Seiten

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

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Inhalt

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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