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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 Identification of Coding Regions in Prokaryotic DNA Sequences Using Bayesian Classification
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    Chapter 2 Identification of Common Gene Signatures in Microarray and RNA-Sequencing Data Using Network-Based Regularization
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    Chapter 3 Blood Plasma Trophic Growth Factors Predict the Outcome in Patients with Acute Ischemic Stroke
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    Chapter 4 Analyzing the Immune Response of Neoepitopes for Personalized Vaccine Design
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    Chapter 5 A Data Integration Approach for Detecting Biomarkers of Breast Cancer Survivability
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    Chapter 6 Effects of the Distribution in Space of the Velocity-Inlet Condition in Hemodynamic Simulations of the Thoracic Aorta
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    Chapter 7 Coupled Electro-mechanical Behavior of Microtubules
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    Chapter 8 Comparison of Corneal Morphologic Parameters and High Order Aberrations in Keratoconus and Normal Eyes
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    Chapter 9 Graph Databases for Contact Analysis in Infections Using Spatial Temporal Models
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    Chapter 10 Window Functions in Rhythm Based Biometric Authentication
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    Chapter 11 Relationships Between Muscular Power and Bone Health Parameters in a Group of Young Lebanese Adults
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    Chapter 12 Thermal Behavior of Children During American Football Sports Training
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    Chapter 13 Positioning Algorithm for Arterial Blood Pressure Pneumatic Sensor
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    Chapter 14 An Approach to Detecting and Eliminating Artifacts from the Sleep EEG Signals
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    Chapter 15 New Genomic Information Systems (GenISs): Species Delimitation and IDentification
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    Chapter 16 Production of 3D-Printed Tympanic Membrane Scaffolds as a Tissue Engineering Application
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    Chapter 17 Controlled Release of Metformin Loaded Polyvinyl Alcohol (PVA) Microbubble/Nanoparticles Using Microfluidic Device for the Treatment of Type 2 Diabetes Mellitus
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    Chapter 18 Patch-Based Technology for Corneal Microbial Keratitis
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    Chapter 19 MARCO Gene Variations and Their Association with Cardiovascular Diseases Development: An In - Silico Analysis
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    Chapter 20 Computational Approaches for Drug Design: A Focus on Drug Repurposing
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    Chapter 21 Comorbidity Network Analyses of Global Rheumatoid Arthritis and Type 2 Diabetes Reveal IL2 & IL6 as Common Role Players
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    Chapter 22 Variant Analysis from Bacterial Isolates Affirms DnaK Crucial for Multidrug Resistance
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    Chapter 23 Topological Analysis of Cancer Protein Subnetwork in Deubiquitinase (DUB) Interactome
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    Chapter 24 Graph Based Automatic Protein Function Annotation Improved by Semantic Similarity
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    Chapter 25 Cancer Detection Based on Image Classification by Using Convolution Neural Network
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    Chapter 26 Steps to Visible Aquaphotomics
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    Chapter 27 Automatic Calibration, Acquisition, and Analysis for Color Experiments
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    Chapter 28 Classification of Fish Species Using Silhouettes
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    Chapter 29 Spa-neg: An Approach for Negation Detection in Clinical Text Written in Spanish
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    Chapter 30 In-Bed Posture Classification from Pressure Mat Sensors for the Prevention of Pressure Ulcers Using Convolutional Neural Networks
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    Chapter 31 Pin-Code Authentication by Local Proximity Based Touchstroke Classifier
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    Chapter 32 Behavioral Risk Factors Based Cancer Prediction Model Utilizing Public and Personal Health Records
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    Chapter 33 IoMT-Driven eHealth: A Technological Innovation Proposal Based on Smart Speakers
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    Chapter 34 Epileptic Seizure Detection Using a Neuromorphic-Compatible Deep Spiking Neural Network
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    Chapter 35 Anonymizing Personal Images Using Generative Adversarial Networks
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    Chapter 36 Generating Fake Data Using GANs for Anonymizing Healthcare Data
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    Chapter 37 A Proposal to Evolving Towards Digital Twins in Healthcare
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    Chapter 38 Role of Homeobox Genes in the Development of Pinus Sylvestris
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    Chapter 39 Function vs. Taxonomy: Further Reading from Fungal Mitochondrial ATP Synthases
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    Chapter 40 Discovering the Most Characteristic Motif from a Set of Peak Sequences
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    Chapter 41 An Overview of Search and Match Algorithms Complexity and Performance
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    Chapter 42 Highly Parallel Convolution Method to Compare DNA Sequences with Enforced In/Del and Mutation Tolerance
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    Chapter 43 A Mini Review on Parallel Processing of Brain Magnetic Resonance Imaging
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    Chapter 44 Watershed Segmentation for Peak Picking in Mass Spectrometry Data
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    Chapter 45 LuxHS: DNA Methylation Analysis with Spatially Varying Correlation Structure
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    Chapter 46 Unravelling Disease Presentation Patterns in ALS Using Biclustering for Discriminative Meta-Features Discovery
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    Chapter 47 Patient Stratification Using Clinical and Patient Profiles: Targeting Personalized Prognostic Prediction in ALS
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    Chapter 48 Micro-Variations from RNA-seq Experiments for Non-model Organisms
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    Chapter 49 Network-Based Variable Selection for Survival Outcomes in Oncological Data
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    Chapter 50 Evaluating Basic Next-Generation Sequencing Parameters in Relation to True/False Positivity Findings of Rare Variants in an Isolated Population from the Czech Republic South-Eastern Moravia Region with a High Incidence of Parkinsonism
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    Chapter 51 Detection of Highly Variable Genome Fragments in Unmapped Reads of Escherichia coli Genomes
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    Chapter 52 Clustering Reveals Common Check-Point and Growth Factor Receptor Genes Expressed in Six Different Cancer Types
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    Chapter 53 Predicting Infectious Diseases by Using Machine Learning Classifiers
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    Chapter 54 Bayesian Optimization Improves Tissue-Specific Prediction of Active Regulatory Regions with Deep Neural Networks
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    Chapter 55 DiS-TSS: An Annotation Agnostic Algorithm for TSS Identification
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    Chapter 56 LM-Based Word Embeddings Improve Biomedical Named Entity Recognition: A Detailed Analysis
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    Chapter 57 Evaluating Mutual Information and Chi-Square Metrics in Text Features Selection Process: A Study Case Applied to the Text Classification in PubMed
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    Chapter 58 Profiling Environmental Conditions from DNA
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    Chapter 59 Stability of Feature Selection Methods: A Study of Metrics Across Different Gene Expression Datasets
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    Chapter 60 Influence of Sarcopenia on Bone Health Parameters in a Group of Elderly Lebanese Men
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    Chapter 61 Novel Thermal Image Classification Based on Techniques Derived from Mathematical Morphology: Case of Breast Cancer
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    Chapter 62 Data Preprocessing via Multi-sequences MRI Mixture to Improve Brain Tumor Segmentation
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    Chapter 63 Brain MRI Modality Understanding: A Guide for Image Processing and Segmentation
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    Chapter 64 Computer-Aided Breast Cancer Diagnosis from Thermal Images Using Transfer Learning
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    Chapter 65 Blood Cell Types Classification Using CNN
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    Chapter 66 Medical Image Data Upscaling with Generative Adversarial Networks
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    Chapter 67 Enhancing Breast Cancer Classification via Information and Multi-model Integration
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    Chapter 68 Kernel Based Approaches to Identify Hidden Connections in Gene Networks Using NetAnalyzer
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    Chapter 69 Comprehensive Analysis of Patients with Undiagnosed Genetic Diseases Using the Patient Exploration Tools Suite (PETS)
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    Chapter 70 Method of Detecting Orientation of Red Blood Cells Based on Video Data
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    Chapter 71 Automated Tracking of Red Blood Cells in Images
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    Chapter 72 A Novel Prediction Model for Discovering Beneficial Effects of Natural Compounds in Drug Repurposing
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    Chapter 73 Assisted Generation of Bone Fracture Patterns
Attention for Chapter 57: Evaluating Mutual Information and Chi-Square Metrics in Text Features Selection Process: A Study Case Applied to the Text Classification in PubMed
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Chapter title
Evaluating Mutual Information and Chi-Square Metrics in Text Features Selection Process: A Study Case Applied to the Text Classification in PubMed
Chapter number 57
Book title
Bioinformatics and Biomedical Engineering
Published by
Springer, Cham, May 2020
DOI 10.1007/978-3-030-45385-5_57
Book ISBNs
978-3-03-045384-8, 978-3-03-045385-5
Authors

Párraga-Valle, José, García-Bermúdez, Rodolfo, Rojas, Fernando, Torres-Morán, Christian, Simón-Cuevas, Alfredo, José Párraga-Valle, Rodolfo García-Bermúdez, Fernando Rojas, Christian Torres-Morán, Alfredo Simón-Cuevas

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The data shown below were collected from the profiles of 13 X users who shared this research output. Click here to find out more about how the information was compiled.
Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 7 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 7 100%

Demographic breakdown

Readers by professional status Count As %
Unspecified 1 14%
Student > Ph. D. Student 1 14%
Student > Doctoral Student 1 14%
Unknown 4 57%
Readers by discipline Count As %
Unspecified 1 14%
Computer Science 1 14%
Economics, Econometrics and Finance 1 14%
Unknown 4 57%