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IWBBIO 2020: Granada, Spain
- Ignacio Rojas
, Olga Valenzuela, Fernando Rojas
Bioinformatics and Biomedical Engineering - 8th International Work-Conference, IWBBIO 2020, Granada, Spain, May 6-8, 2020, Proceedings. Lecture Notes in Computer Science 12108, Springer 2020, ISBN 978-3-030-45384-8
Biomarker Identification
- Mohammad Fayez Al Bataineh
Identification of Coding Regions in Prokaryotic DNA Sequences Using Bayesian Classification. 3-14 - Inês Diegues, Susana Vinga, Marta B. Lopes
Identification of Common Gene Signatures in Microarray and RNA-Sequencing Data Using Network-Based Regularization. 15-26 - Valeriia Roslavtceva, Evgeniy Bushmelev, Pavel Astanin, Tatyana Zabrodskaya, Alla Salmina, Semen Prokopenko, Vera Laptenkova, Michael G. Sadovsky:
Blood Plasma Trophic Growth Factors Predict the Outcome in Patients with Acute Ischemic Stroke. 27-39 - Iker Malaina
Analyzing the Immune Response of Neoepitopes for Personalized Vaccine Design. 40-48 - Huy Quang Pham, Luis Rueda, Alioune Ngom:
A Data Integration Approach for Detecting Biomarkers of Breast Cancer Survivability. 49-60
Biomedical Engineering
- Maria Nicole Antonuccio
Effects of the Distribution in Space of the Velocity-Inlet Condition in Hemodynamic Simulations of the Thoracic Aorta. 63-74 - Sundeep Singh
Coupled Electro-mechanical Behavior of Microtubules. 75-86 - Jose Sebastián Velázquez-Blázquez
Comparison of Corneal Morphologic Parameters and High Order Aberrations in Keratoconus and Normal Eyes. 87-97 - Lorena Pujante
Graph Databases for Contact Analysis in Infections Using Spatial Temporal Models. 98-107 - Orcan Alpar
Window Functions in Rhythm Based Biometric Authentication. 108-118 - Patchina Sabbagh, Pierre Kamlé, Antonio Pinti, Georgette Farah, Hayman Saddick, Eddy Zakhem, Boutros Finianos, Gautier Zunquin, Georges Baquet
Relationships Between Muscular Power and Bone Health Parameters in a Group of Young Lebanese Adults. 119-129
Biomedical Signal Analysis
- Irving A. Cruz-Albarrán
Thermal Behavior of Children During American Football Sports Training. 133-142 - Viacheslav E. Antsiperov
Positioning Algorithm for Arterial Blood Pressure Pneumatic Sensor. 143-154 - Rym Nihel Sekkal, Fethi Bereksi-Reguig, Nabil Dib
An Approach to Detecting and Eliminating Artifacts from the Sleep EEG Signals. 155-160
Bio-Nanotechnology
- Sambriddhi Mainali
New Genomic Information Systems (GenISs): Species Delimitation and IDentification. 163-174 - Elif Ilhan, Songul Ulag
Production of 3D-Printed Tympanic Membrane Scaffolds as a Tissue Engineering Application. 175-184 - Sumeyye Cesur, Muhammet Emin Cam
Controlled Release of Metformin Loaded Polyvinyl Alcohol (PVA) Microbubble/Nanoparticles Using Microfluidic Device for the Treatment of Type 2 Diabetes Mellitus. 185-193 - Songul Ulag
Patch-Based Technology for Corneal Microbial Keratitis. 194-200
Computational Approaches for Drug Design and Personalized Medicine
- Kholoud Sanak
MARCO Gene Variations and Their Association with Cardiovascular Diseases Development: An In-Silico Analysis. 203-212 - Suyeon Kim, Ishwor Thapa, Farial Samadi, Hesham Ali:
Computational Approaches for Drug Design: A Focus on Drug Repurposing. 213-223
Computational Proteomics and Protein-Protein Interactions
- Tuck Onn Liew
Comorbidity Network Analyses of Global Rheumatoid Arthritis and Type 2 Diabetes Reveal IL2 & IL6 as Common Role Players. 227-236 - Shama Mujawar
Variant Analysis from Bacterial Isolates Affirms DnaK Crucial for Multidrug Resistance. 237-248 - Nurulisa Zulkifle
Topological Analysis of Cancer Protein Subnetwork in Deubiquitinase (DUB) Interactome. 249-260 - Bishnu Sarker
Graph Based Automatic Protein Function Annotation Improved by Semantic Similarity. 261-272
Data Mining from UV/VIS/NIR Imaging and Spectrophotometry
- Mohammad Anas Shah, Abdala Nour, Alioune Ngom, Luis Rueda:
Cancer Detection Based on Image Classification by Using Convolution Neural Network. 275-286 - Vladyslav Bozhynov, Oleksandr Mashchenko, Pavla Urbanová, Zoltán Kovács:
Steps to Visible Aquaphotomics. 287-297 - Jan Urban:
Automatic Calibration, Acquisition, and Analysis for Color Experiments. 298-309 - Pavla Urbanová, Vladyslav Bozhynov, Petr Císar, Milos Zelezný:
Classification of Fish Species Using Silhouettes. 310-319
E-Health Technology, Services and Applications
- Oswaldo Solarte Pabón
Spa-neg: An Approach for Negation Detection in Clinical Text Written in Spanish. 323-337 - Aurora Polo Rodríguez
In-Bed Posture Classification from Pressure Mat Sensors for the Prevention of Pressure Ulcers Using Convolutional Neural Networks. 338-349 - Orcan Alpar
Pin-Code Authentication by Local Proximity Based Touchstroke Classifier. 350-361 - Emil Saweros, Yeong-Tae Song:
Behavioral Risk Factors Based Cancer Prediction Model Utilizing Public and Personal Health Records. 362-377 - David Domínguez, Leticia Morales, Nicolas Sánchez, Jose Navarro-Pando:
IoMT-Driven eHealth: A Technological Innovation Proposal Based on Smart Speakers. 378-386
Evolving Towards Digital Twins in Healthcare (EDITH)
- Pouya Soltani Zarrin
Epileptic Seizure Detection Using a Neuromorphic-Compatible Deep Spiking Neural Network. 389-394 - Esteban Piacentino
Anonymizing Personal Images Using Generative Adversarial Networks. 395-405 - Esteban Piacentino
Generating Fake Data Using GANs for Anonymizing Healthcare Data. 406-417 - Cecilio Angulo
A Proposal to Evolving Towards Digital Twins in Healthcare. 418-426
High Performance in Bioinformatics
- Tatiana Guseva, Vladislav Biriukov, Michael G. Sadovsky
Role of Homeobox Genes in the Development of Pinus Sylvestris. 429-437 - Victory Fedotovskaya, Michael G. Sadovsky, Anna Kolesnikova, Tatiana Shpagina, Yulia Putintseva
Function vs. Taxonomy: Further Reading from Fungal Mitochondrial ATP Synthases. 438-444 - Ginés Almagro-Hernández
Discovering the Most Characteristic Motif from a Set of Peak Sequences. 445-456 - Maryam Abbasi
An Overview of Search and Match Algorithms Complexity and Performance. 457-471 - Anna Molyavko
Highly Parallel Convolution Method to Compare DNA Sequences with Enforced In/Del and Mutation Tolerance. 472-481 - Ayca Kirimtat
A Mini Review on Parallel Processing of Brain Magnetic Resonance Imaging. 482-493 - Vojtech Barton
Watershed Segmentation for Peak Picking in Mass Spectrometry Data. 494-502
High-Throughput Genomics: Bioinformatic Tools and Medical Applications
- Viivi Halla-aho
LuxHS: DNA Methylation Analysis with Spatially Varying Correlation Structure. 505-516 - Joana Matos
Unravelling Disease Presentation Patterns in ALS Using Biclustering for Discriminative Meta-Features Discovery. 517-528 - Sofia Pires
Patient Stratification Using Clinical and Patient Profiles: Targeting Personalized Prognostic Prediction in ALS. 529-541 - Elena Espinosa, Macarena Arroyo
Micro-Variations from RNA-seq Experiments for Non-model Organisms. 542-549 - Eunice Carrasquinha
Network-Based Variable Selection for Survival Outcomes in Oncological Data. 550-561 - Radek Vodicka
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. 562-568 - Marketa Nykrynova
Detection of Highly Variable Genome Fragments in Unmapped Reads of Escherichia coli Genomes. 569-578
Machine Learning in Bioinformatics
- Shrikant D. Pawar
Clustering Reveals Common Check-Point and Growth Factor Receptor Genes Expressed in Six Different Cancer Types. 581-589 - Juan Antonio Gómez Pulido
Predicting Infectious Diseases by Using Machine Learning Classifiers. 590-599 - Luca Cappelletti
Bayesian Optimization Improves Tissue-Specific Prediction of Active Regulatory Regions with Deep Neural Networks. 600-612 - Dimitris Grigoriadis, Nikos Perdikopanis
DiS-TSS: An Annotation Agnostic Algorithm for TSS Identification. 613-623 - Liliya Akhtyamova
LM-Based Word Embeddings Improve Biomedical Named Entity Recognition: A Detailed Analysis. 624-635 - José Párraga-Valle
Evaluating Mutual Information and Chi-Square Metrics in Text Features Selection Process: A Study Case Applied to the Text Classification in PubMed. 636-646 - Sambriddhi Mainali
Profiling Environmental Conditions from DNA. 647-658 - Zahra Mungloo-Dilmohamud
Stability of Feature Selection Methods: A Study of Metrics Across Different Gene Expression Datasets. 659-669
Medical Image Processing
- Amal Antoun, Hayman Saddick, Antonio Pinti, Riad Nasr, Eric Watelain, Eric Lespessailles, Hechmi Toumi, Rawad El Hage:
Influence of Sarcopenia on Bone Health Parameters in a Group of Elderly Lebanese Men. 673-682 - Sebastien Mambou, Ondrej Krejcar, Ali Selamat, Michal Dobrovolny
Novel Thermal Image Classification Based on Techniques Derived from Mathematical Morphology: Case of Breast Cancer. 683-694 - Vladimir Groza
Data Preprocessing via Multi-sequences MRI Mixture to Improve Brain Tumor Segmentation. 695-704 - Ayca Kirimtat
Brain MRI Modality Understanding: A Guide for Image Processing and Segmentation. 705-715 - Çagri Cabioglu, Hasan Ogul:
Computer-Aided Breast Cancer Diagnosis from Thermal Images Using Transfer Learning. 716-726 - Ishpreet Singh, Narinder Pal Singh, Harnoor Singh, Saharsh Bawankar, Alioune Ngom:
Blood Cell Types Classification Using CNN. 727-738 - Michal Dobrovolny
Medical Image Data Upscaling with Generative Adversarial Networks. 739-749 - Juan Carlos Morales, Francisco Carrillo-Perez
Enhancing Breast Cancer Classification via Information and Multi-model Integration. 750-760
Simulation and Visualization of Biological Systems
- Fernando Moreno Jabato
Kernel Based Approaches to Identify Hidden Connections in Gene Networks Using NetAnalyzer. 763-774 - Elena Rojano
Comprehensive Analysis of Patients with Undiagnosed Genetic Diseases Using the Patient Exploration Tools Suite (PETS). 775-786 - Kristína Kovalcíková, Michal Duracík
Method of Detecting Orientation of Red Blood Cells Based on Video Data. 787-799 - Frantisek Kajánek, Ivan Cimrák
Automated Tracking of Red Blood Cells in Images. 800-810 - Suganya Chandrababu, Dhundy Bastola:
A Novel Prediction Model for Discovering Beneficial Effects of Natural Compounds in Drug Repurposing. 811-824 - Gema Parra-Cabrera
Assisted Generation of Bone Fracture Patterns. 825-834
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