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Bioinformatics and Biomedical Engineering

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Cover of 'Bioinformatics and Biomedical Engineering'

Table of Contents

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    Book Overview
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    Chapter 1 Developing a DEVS-JAVA Model to Simulate and Pre-test Changes to Emergency Care Delivery in a Safe and Efficient Manner
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    Chapter 2 Concept Bag: A New Method for Computing Concept Similarity in Biomedical Data
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    Chapter 3 A Reliable Method to Remove Batch Effects Maintaining Group Differences in Lymphoma Methylation Case Study
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    Chapter 4 Predict Breast Tumor Response to Chemotherapy Using a 3D Deep Learning Architecture Applied to DCE-MRI Data
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    Chapter 5 Data Fusion for Improving Sleep Apnoea Detection from Single-Lead ECG Derived Respiration
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    Chapter 6 Instrumented Shoes for 3D GRF Analysis and Characterization of Human Gait
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    Chapter 7 Novel Four Stages Classification of Breast Cancer Using Infrared Thermal Imaging and a Deep Learning Model
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    Chapter 8 Comparison of Numerical and Laboratory Experiment Examining Deformation of Red Blood Cell
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    Chapter 9 Levenberg-Marquardt Variants in Chrominance-Based Skin Tissue Detection
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    Chapter 10 A Mini-review of Biomedical Infrared Thermography (B-IRT)
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    Chapter 11 Mathematical Modeling and Docking of Medicinal Plants and Synthetic Drugs to Determine Their Effects on Abnormal Expression of Cholinesterase and Acetyl Cholinesterase Proteins in Alzheimer
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    Chapter 12 Definition of Organic Processes via Digital Monitoring Systems
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    Chapter 13 Detection of Pools of Bacteria with Public Health Importance in Wastewater Effluent from a Municipality in South Africa Using Next Generation Sequencing and Metagenomics Analysis
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    Chapter 14 Web-Based Application for Accurately Classifying Cancer Type from Microarray Gene Expression Data Using a Support Vector Machine (SVM) Learning Algorithm
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    Chapter 15 Associating Protein Domains with Biological Functions: A Tripartite Network Approach
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    Chapter 16 Interaction of ZIKV NS5 and STAT2 Explored by Molecular Modeling, Docking, and Simulations Studies
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    Chapter 17 Entropy-Based Detection of Genetic Markers for Bacteria Genotyping
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    Chapter 18 Clustering of Klebsiella Strains Based on Variability in Sequencing Data
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    Chapter 19 Addition of Pathway-Based Information to Improve Predictions in Transcriptomics
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    Chapter 20 Common Gene Regulatory Network for Anxiety Disorder Using Cytoscape: Detection and Analysis
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    Chapter 21 Insight About Nonlinear Dimensionality Reduction Methods Applied to Protein Molecular Dynamics
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    Chapter 22 HIV Drug Resistance Prediction with Categorical Kernel Functions
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    Chapter 23 Deciphering General Characteristics of Residues Constituting Allosteric Communication Paths
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    Chapter 24 Feature (Gene) Selection in Linear Homogeneous Cuts
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    Chapter 25 DNA Sequence Alignment Method Based on Trilateration
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    Chapter 26 Convolutional Neural Networks for Red Blood Cell Trajectory Prediction in Simulation of Blood Flow
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    Chapter 27 Platform for Adaptive Knowledge Discovery and Decision Making Based on Big Genomics Data Analytics
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    Chapter 28 Simulation Approaches to Stretching of Red Blood Cells
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    Chapter 29 Describing Sequential Association Patterns from Longitudinal Microarray Data Sets in Humans
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    Chapter 30 Low Resolution Electroencephalographic-Signals-Driven Semantic Retrieval: Preliminary Results
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    Chapter 31 A Simpler Command of Motor Using BCI
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    Chapter 32 A Biomechanical Model Implementation for Upper-Limbs Rehabilitation Monitoring Using IMUs
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    Chapter 33 Non-generalized Analysis of the Multimodal Signals for Emotion Recognition: Preliminary Results
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    Chapter 34 Relations Between Maximal Half Squat Strength and Bone Variables in a Group of Young Overweight Men
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    Chapter 35 Brain Hematoma Segmentation Using Active Learning and an Active Contour Model
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    Chapter 36 DYNLO: Enhancing Non-linear Regularized State Observer Brain Mapping Technique by Parameter Estimation with Extended Kalman Filter
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    Chapter 37 Analysis of the Behavior of the Red Blood Cell Model in a Tapered Microchannel
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    Chapter 38 Radiofrequency Ablation for Treating Chronic Pain of Bones: Effects of Nerve Locations
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    Chapter 39 Visualization and Cognitive Graphics in Medical Scientific Research
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    Chapter 40 Detection of Static Objects in an Image Based on Texture Analysis
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    Chapter 41 Artefacts Recognition and Elimination in Video Sequences with Ciliary Respiratory Epithelium
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    Chapter 42 Cross Modality Microscopy Segmentation via Adversarial Adaptation
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    Chapter 43 Assessment of Pain-Induced Changes in Cerebral Microcirculation by Imaging Photoplethysmography
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    Chapter 44 Detection of Subclinical Keratoconus Using Biometric Parameters
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    Chapter 45 A Computer Based Blastomere Identification and Evaluation Method for Day 2 Embryos During IVF/ICSI Treatments
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    Chapter 46 Detection of Breast Cancer Using Infrared Thermography and Deep Neural Networks
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    Chapter 47 Development of an ECG Smart Jersey Based on Next Generation Computing for Automated Detection of Heart Defects Among Athletes
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    Chapter 48 Analysis of Finger Thermoregulation by Using Signal Processing Techniques
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    Chapter 49 Comparative Study of Feature Selection Methods for Medical Full Text Classification
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    Chapter 50 Estimation of Lung Properties Using ANN-Based Inverse Modeling of Spirometric Data
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    Chapter 51 Model of the Mouth Pressure Signal During Pauses in Total Liquid Ventilation
Attention for Chapter 27: Platform for Adaptive Knowledge Discovery and Decision Making Based on Big Genomics Data Analytics
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Citations

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Summary Dimensions citations
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Chapter title
Platform for Adaptive Knowledge Discovery and Decision Making Based on Big Genomics Data Analytics
Chapter number 27
Book title
Bioinformatics and Biomedical Engineering
Published by
Springer, Cham, May 2019
DOI 10.1007/978-3-030-17935-9_27
Book ISBNs
978-3-03-017934-2, 978-3-03-017935-9
Authors

Plamenka Borovska, Veska Gancheva, Ivailo Georgiev

View on publisher site

Mendeley readers

The data shown below were compiled from readership statistics for 8 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 8 100%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 2 25%
Student > Bachelor 1 13%
Lecturer 1 13%
Professor 1 13%
Researcher 1 13%
Other 0 0%
Unknown 2 25%
Readers by discipline Count As %
Computer Science 5 63%
Biochemistry, Genetics and Molecular Biology 1 13%
Unknown 2 25%

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