Advances in Computer Vision and Computational Biology: Proceedings from IPCV’20, HIMS’20, BIOCOMP’20, and BIOENG’20 (Transactions on Computational Science and Computational Intelligence)by Hamid R. Arabnia 9783030710514 3030710513

Advances in Computer Vision and Computational Biology: Proceedings from IPCV’20, HIMS’20, BIOCOMP’20, and BIOENG’20 (Transactions on Computational Science and Computational Intelligence) Hamid R. Arabnia (Editor) – Ebook Instant Download/Delivery ISBN(s): 9783030710514, 3030710513

Product details:

• ISBN 10:3030710513
• ISBN 13:9783030710514
• Author:  Hamid R. Arabnia 

Advances in Computer Vision and Computational Biology
Proceedings from IPCV’20, HIMS’20, BIOCOMP’20, and BIOENG’20

Table contents:

Part I. Imaging Science and Applications of Deep Learning and Convolutional Neural Network
Evolution of Convolutional Neural Networks for Lymphoma Classification
Deep Convolutional Likelihood Particle Filter for Visual Tracking
DeepMSRF: A Novel Deep Multimodal Speaker Recognition Framework with Feature Selection
Deep Image Watermarking with Recover Module
Deep Learning for Plant Disease Detection
A Deep Learning Framework for Blended Distortion Segmentation in Stitched Images
Intraocular Pressure Detection Using CNN from Frontal Eye Images
Apple Leaf Disease Classification Using Superpixel and CNN
Part II. Imaging Science – Detection, Recognition, and Tracking Methods
Similar Multi-Modal Image Detection in Multi-Source Dermatoscopic Images of Cancerous Pigmented Skin Lesions
Object Detection and Pose Estimation from RGB and Depth Data for Real-Time, Adaptive Robotic Grasping
Axial Symmetry Detection Using AF8 Code
Superpixel-Based Stereoscopic Video Saliency Detection Using Support Vector Regression Learning
Application of Image Processing Tools for Scene-Based Marine Debris Detection and Characterization
Polyhedral Approximation for 3D Objects by Dominant Point Detection
Multi-Sensor Fusion Based Action Recognition in Ego-Centric Videos with Large Camera Motion
Part III. Image Processing and Computer Vision – Novel Algorithms and Applications
Sensor Scheduling for Airborne Multi-target Tracking with Limited Sensor Resources
Superpixel-Based Multi-focus Image Fusion
Theoretical Applications of Magnetic Fields at Tremendously Low Frequency in Remote Sensing and Electronic Activity Classification
Clustering Method for Isolate Dynamic Points in Image Sequences
Computer-Aided Industrial Inspection of Vehicle Mirrors Using Computer Vision Technologies
Utilizing Quality Measures in Evaluating Image Encryption Methods
Part IV. Novel Medical Applications
Exergames for Systemic Sclerosis Rehabilitation: A Pilot Study
Classification of Craniosynostosis Images by Vigilant Feature Extraction
DRDr: Automatic Masking of Exudates and Microaneurysms Caused by Diabetic Retinopathy Using Mask R-CNN and Transfer Learning
Postoperative Hip Fracture Rehabilitation Model
ReSmart: Brain Training Games for Enhancing Cognitive Health
ActiviX: Noninvasive Solution to Mental Health
Part V. Health Informatics and Medical Systems – Utilization of Machine Learning and Data Science
Visualizing and Analyzing Polynomial Curve Fitting and Forecasting of Covid Trends
Persuasive AI Voice-Assisted Technologies to Motivate and Encourage Physical Activity
A Proactive Approach to Combating the Opioid Crisis Using Machine Learning Techniques
Security and Usability Considerations for an mHealth Application for Emergency Medical Services
Semantic Tree Driven Thyroid Ultrasound Report Generation by Voice Input
Internet-of-Things Management of Hospital Beds for Bed-Rest Patients
Predicting Length of Stay for COPD Patients with Generalized Linear Models and Random Forests
Predicting Seizure-Like Activity Using Sensors from Smart Glasses
Epileptic iEEG Signal Classification Using Pre-trained Networks
Seizure Prediction and Heart Rate Oscillations Classification in Partial Epilepsy
A Comparative Study of Machine Learning Models for Tabular Data Through Challenge of Monitoring Parkinson’s Disease Progression Using Voice Recordings
ICT and the Environment: Strategies to Tackle Environmental Challenges in Nigeria
Conceptual Design and Prototyping for a Primate Health History Knowledge Model
Implementation of a Medical Data Warehouse Framework to Support Decisions
Personalization of Proposed Services in a Sensor-Based Remote Care Application
A Cross-Blockchain Approach to Emergency Medical Information
Robotic Process Automation-Based Glaucoma Screening System: A Framework
Introducing a Conceptual Framework for Architecting Healthcare 4.0 Systems
A Machine Learning-Driven Approach to Predict the Outcome of Prostate Biopsy: Identifying Cancer, Clinically Significant Disease, and Unfavorable Pathological Features on Prostate Biopsy
Using Natural Language Processing to Optimize Engagement of Those with Behavioral Health Conditions that Worsen Chronic Medical Disease
Smart Healthcare Monitoring Apps with a Flavor of Systems Engineering
Using Artificial Intelligence for Medical Condition Prediction and Decision-Making for COVID-19 Patients
An Altmetric Study on Dental Informatics
Part VI. Bioinformatics & Computational Biology – Applications and Novel Frameworks
A Novel Method for the Inverse QSAR/QSPR to Monocyclic Chemical Compounds Based on Artificial Neural Networks and Integer Programming
Predicting Targets for Genome Editing with Long Short Term Memory Networks
MinCNE: Identifying Conserved Noncoding Elements Using Min-Wise Hashing
An Investigation in Optimal Encoding of Protein Primary Sequence for Structure Prediction by Artificial Neural Networks
Rotation-Invariant Palm ROI Extraction for Contactless Recognition
Mathematical Modeling and Computer Simulations of Cancer Chemotherapy
Optimizing the Removal of Fluorescence and Shot Noise in Raman Spectra of Breast Tissue by ANFIS and Moving Averages Filter
Re-ranking of Computational Protein–Peptide Docking Solutions with Amino Acid Profiles of Rigid-Body Docking Results
Structural Exploration of Rift Valley Fever Virus L Protein Domain in Implicit and Explicit Solvents by Molecular Dynamics
Common Motifs in KEGG Cancer Pathways
Phenome to Genome – Application of GWAS to Asthmatic Lung Biomarker Gene Variants
Cancer Gene Diagnosis of 84 Microarrays Using Rank of 100-Fold Cross-Validation
A New Literature-Based Discovery (LBD) Application Using the PubMed Database
An Agile Pipeline for RNA-Seq Data Analysis
Part VII. Biomedical Engineering and Applications

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