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Bioinformatics and Biomedical Engineering

Overview of attention for book
Bioinformatics and Biomedical Engineering
Springer International Publishing

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 54: Bayesian Optimization Improves Tissue-Specific Prediction of Active Regulatory Regions with Deep Neural Networks
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Chapter title
Bayesian Optimization Improves Tissue-Specific Prediction of Active Regulatory Regions with Deep Neural Networks
Chapter number 54
Book title
Bioinformatics and Biomedical Engineering
DOI 10.1007/978-3-030-45385-5_54
Book ISBNs
978-3-03-045384-8, 978-3-03-045385-5
Authors

Cappelletti, Luca, Petrini, Alessandro, Gliozzo, Jessica, Casiraghi, Elena, Schubach, Max, Kircher, Martin, Valentini, Giorgio

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