Bioinformatics and Biomedical Engineering

1. Front Matter

   Pages I-XXXIII

   PDF

2. Advances in Computational Intelligence for Critical Care

   1. Front Matter

      Pages 1-1

      PDF

   2. Health Monitoring System Based on Parallel-APPROX SVM

      • Fahmi Ben Rejab, Walid Ksiaâ, Kaouther Nouira

      Pages 3-14

   3. Machine Learning for Critical Care: An Overview and a Sepsis Case Study

      • Alfredo Vellido, Vicent Ribas, Carles Morales, Adolfo Ruiz Sanmartín, Juan Carlos Ruiz-Rodríguez

      Pages 15-30

3. Bioinformatics for Healthcare and Diseases

   1. Front Matter

      Pages 31-31

      PDF

   2. A Meta-Review of Feature Selection Techniques in the Context of Microarray Data

      • Zahra Mungloo-Dilmohamud, Yasmina Jaufeerally-Fakim, Carlos Peña-Reyes

      Pages 33-49

   3. Immune Network Technology on the Basis of Random Forest Algorithm for Computer-Aided Drug Design

      • Galina Samigulina, Samigulina Zarina

      Pages 50-61

   4. H-RACER: Hybrid RACER to Correct Substitution, Insertion, and Deletion Errors

      • Salma Gomaa, Nahla A. Belal, Yasser El-Sonbaty

      Pages 62-73

   5. A Multi-sensor Approach for Biomimetic Control of a Robotic Prosthetic Hand

      • Jeetinder Ghataurah, Diego Ferigo, Lukas-Karim Merhi, Brittany Pousett, Carlo Menon

      Pages 74-84

   6. Feature Selection in Multiple Linear Regression Problems with Fewer Samples Than Features

      • Paul Schmude

      Pages 85-95

   7. Colormetric Experiments on Aquatic Organisms

      • Jan Urban

      Pages 96-107

   8. Predicting Comprehensive Drug-Drug Interactions for New Drugs via Triple Matrix Factorization

      • Jian-Yu Shi, Hua Huang, Jia-Xin Li, Peng Lei, Yan-Ning Zhang, Siu-Ming Yiu

      Pages 108-117

   9. Diagnosis of Auditory Pathologies with Hidden Markov Models

      • Lilia Lazli, Mounir Boukadoum, Mohamed-Tayeb Laskri, Otmane Aït-Mohamed

      Pages 118-133

   10. Biclustering Based on Collinear Patterns

       • Leon Bobrowski

       Pages 134-144

   11. A Data- and Model-Driven Analysis Reveals the Multi-omic Landscape of Ageing

       • Elisabeth Yaneske, Claudio Angione

       Pages 145-154

   12. Experimental Investigation of Frequency Chaos Game Representation for in Silico and Accurate Classification of Viral Pathogens from Genomic Sequences

       • Emmanuel Adetiba, Joke A. Badejo, Surendra Thakur, Victor O. Matthews, Marion O. Adebiyi, Ezekiel F. Adebiyi

       Pages 155-164

   13. Gamified Mobile Blood Donation Applications

       • Lamyae Sardi, Ali Idri, José Luis Fernández-Alemán

       Pages 165-176

   14. Medical Entity Recognition and Negation Extraction: Assessment of NegEx on Health Records in Spanish

       • Sara Santiso, Arantza Casillas, Alicia Pérez, Maite Oronoz

       Pages 177-188

   15. RISK: A Random Optimization Interactive System Based on Kernel Learning for Predicting Breast Cancer Disease Progression

       • Fiorella Guadagni, Fabio Massimo Zanzotto, Noemi Scarpato, Alessandro Rullo, Silvia Riondino, Patrizia Ferroni et al.

       Pages 189-196

   16. Revealing the Relationship Between Human Genome Regions and Pathological Phenotypes Through Network Analysis

       • Elena Rojano, Pedro Seoane, Anibal Bueno-Amoros, James Richard Perkins, Juan Antonio Garcia-Ranea

       Pages 197-207

This two volume set LNBI 10208 and LNBI 10209 constitutes the proceedings of the 5th International Work-Conference on Bioinformatics and Biomedical Engineering, IWBBIO 2017, held in Granada, Spain, in April 2017.

The 122 papers presented were carefully reviewed and selected from 309 submissions. The scope of the conference spans the following areas: advances in computational intelligence for critical care; bioinformatics for healthcare and diseases; biomedical engineering; biomedical image analysis; biomedical signal analysis; biomedicine; challenges representing large-scale biological data; computational genomics; computational proteomics; computational systems for modeling biological processes; data driven biology - new tools, techniques and resources; eHealth; high-throughput bioinformatic tools for genomics; oncological big data and new mathematical tools; smart sensor and sensor-network architectures; time lapse experiments and multivariate biostatistics.

• bio-inspired computing
• cloud computing
• e-health
• health informatics
• systems biology
• augmented reality
• big data
• bioinformatics
• biomedical engineering
• computational biology
• computational genomics
• computational proteomics
• computer aided surgery
• constraint programming
• data mining
• genetic algorithm
• health care information systems
• life and medical sciences
• medical technologies
• metabolomics / metabonomics

• Universidad de Granada, Granada, Spain

  Ignacio Rojas, Francisco Ortuño

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