| Description |
1 online resource |
| Series |
Lecture notes in computer science ; 11465 |
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Lecture notes in bioinformatics |
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LNCS sublibrary. SL 8, Bioinformatics |
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Lecture notes in computer science ; 11465.
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Lecture notes in computer science. Lecture notes in bioinformatics.
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LNCS sublibrary. SL 8, Bioinformatics.
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| Contents |
[I]. Bioinformatics for healthcare and diseases: 1. Developing a DEVS-JAVA model to simulate and pre-test changes to emergency care delivery in a safe and efficient manner / Shrikant Pawar and Aditya Stanam -- 2. Concept bag : a new method for computing concept similarity in biomedical data / Richard L. Bradshaw, Ramkiran Gouripeddi, and Julio C. Facelli -- 3. A reliable method to remove batch effects maintaining group differences in lymphoma methylation case study / Giulia Pontali, Luciano Cascione, Alberto J. Arribas, Andrea Rinaldi, Francesco Bertoni, and Rosalba Giugno -- 4. Predicting breast tumor response to chemotherapy using a 3D deep learning architecture applied to DCE-MRI data / Mohammed El Adoui, Stylianos Drisis, and Mohammed Benjelloun -- 5. Data fusion for improving sleep apnoea detection from single-lead ECG derived respiration / Ana Jiménez Martín, Alejandro Cuevas Notario, J. Jesús García Domínguez, Sara García Villa, and Miguel A. Herrero Ramiro -- 6. Instrumented shoes for 3D GRF analysis and characterization of human gait / João P. Santos, João P. Ferreira, Manuel Crisóstomo, and A. Paulo Coimbra -- 7. Novel four stages classification of breast cancer using infrared thermal imaging and a deep learning model / Sebastien Mambou, Ondrej Krejcar, Petra Maresova, Ali Selamat, and Kamil Kuca -- 8. Comparison of numerical and laboratory experiment examining deformation of red blood cell / Kristina Kovalcikova, Ivan Cimrak, Katarina Bachrata, and Hynek Bachraty -- 9. Levenberg-Marquart variants in chrominance-based skin tissue detection / Ayca Kirimtat, Ondrej Krejcar, and Ali Selamat -- 10. A mini-review of biomedical infrared thermography (B-IRT) / Ayca Kirimtat, Ondrej Krejcar, and Ali Selamat |
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11. Mathematical modeling and docking of medicinal plants and synthetic drugs to determine their effects on abnormal expression of cholinesterase and acetyl cholinesterase proteins in Alzheimer / Shaukat Iqbal Malik, Anum Munir, Ghulam Mujtaba Shah, and Azhar Mehmood -- 12. Definition of organic processes via digital monitoring systems / Svetlana Martynova and Denis Bugaev -- 13. Detection of pools of bacteria with public health importance in wastewater effluent from a municipality in South Africa using next generation sequencing and metagenomics analysis / Anthony Ayodeji Adegoke, Emmanuel Adetiba, Daniel T. Babalola, Matthew B. Akanle, Surendra Thakur, Anthony I. Okoh, and Olayinka Ayobami Aiyegoro |
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[II]. Computational genomics/proteomics: 14. Web-based application for accurately classifying cancer type from microarray gene expression data using a support vector machine (SVM) learning algorithm / Shrikant Pawar -- 15. Associating protein domains with biological functions : a tripartite network approach / Elena Rojano, James Richard Perkins, Ian Sillitoe, Christine Orengo, Juan Antonio García Ranea, and Pedro Seoane -- 16. Interaction of ZIKV NS5 and STAT2 explored by molecular modeling, docking, and simulations studies / Gerardo Armijos-Capa, Paúl Pozo-Guerrón, F. Javier Torres, and Miguel M. Méndez -- 17. Entropy-based detection of genetic markers for bacteria genotyping / Marketa Nykrynova, Denisa Maderankova, Vojtech Barton, Matej Bezdicek, Martina Lengerova, and Helena Skutkova -- 18. Clustering of Klebsiella strains based on variability in sequencing data / Vojtech Barton, Marketa Nykrynova, Matej Bezdicek, Martina Lengerova, and Helena Skutkova -- 19. Addition of pathway-based information to improve predictions in transcriptomics / Daniel Urda, Francisco J. Veredas, Ignacio Turias, and Leonardo Franco -- 20. Common gene regulatory network for anxiety disorder using Cytoscape : detection and analysis / Md. Rakibul Islam, Md. Liton Ahmed, Bikash Kumar Paul, Sayed Asaduzzaman, and Kawsar Ahmed -- 21. Insight about nonlinear dimensionality reduction methods applied to protein molecular dynamics / Vinicius Carius de Souza, Leonardo Goliatt, and Priscila V.Z. Capriles |
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[III]. Computational systems for modelling biological processes: 22. HIV drug resistance prediction with categorial kernel functions / Elies Ramon, Miguel Pérez-Enciso, and Lluís Belanche-Muñoz -- 23. Deciphering general characteristics of residues constituting allosteric communication paths / Girik Malik, Anirban Banerji, Maksim Kouza, Irina A. Buhimschi, and Andrzej Kloczkowski -- 24. Feature (gene) selection in linear homogeneous cuts / Leon Bobrowski and Tomasz Łukaszuk -- 25. DNA sequence alignment method based on trilateration / Veska Gancheva and Hristo Stoev -- 26. Convolutional neural networks for red blood cell trajectory prediction in simulation of blood flow / Michal Chovanec, Hynek Bachratý, Katarína Jasenčáková, and Katarína Bachratá -- 27. Platform for adaptive knowledge discovery and decision making based on big genomics data analytics / Plamenka Borovska, Veska Gancheva, and Ivailo Georgiev -- 28. Simulation approaches to stretching of red blood cells / Alžbeta Bohiniková and Katarína Bachratá -- 29. Describing sequential association patterns from longitudinal microarray data sets in humans / Augusto Anguita-Ruiz, Alberto Segura-Delgado, Rafael Alcala, Concepción Maria Aguilera, and Jesus Alcala-Fernandez |
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[IV]. Biomedical engineering: 30. Low resolution electroencephalographic-signals-driven semantic retrieval : preliminary results / Miguel Alberto Becerra, Edwin Londoño-Delgado, Oscar I. Botero-Henao, Diana Marín-Castrillón, Cristian Mejia-Arboleda, and Diego Hernán Peluffo-Ordóñez -- 31. A simpler command of motor using BCI / Yacine Fodil and Salah Haddab -- 32. A biomechanical model implementation for upper-limbs rehabilitation monitoring using IMUs / Sara García de Villa, Ana Jimenéz Martín, and Juan Jesús García Domínguez -- 33. Non-generalized analysis of the multimodal signals for emotion recognition : preliminary results / Edwin Londoño-Delgado, Miguel Alberto Becerra, Carolina M. Duque-Mejía, Juan Camilo Zapata, Cristian Mejía-Arboleda, Andrés Eduardo Castro-Ospina, and Diego Hernán Peluffo-Ordóñez -- 34. Relations between maximal half squat strenght and bone variables in a group of youg overweight men / Anthony Khawaja, Patchina Sabbagh, Jacques Prioux, Antonio Pinti, Georges El Khoury, and Rawad El Hage -- 35. Brain hematoma segmentation using active learning and an active contour model / Heming Yao, Craig Williamson, Jonathan Gryak, and Kayvan Najarian -- 36. DYNLO : enhancing non-linear regularized state observer brain mapping technique by parameter estimation with extended Kalman filter / Andrés Felipe Soler Guevara, Eduardo Giraldo, and Marta Molinas -- 37. Analysis of the behavior of the red blood cell model in a tapered microchannel / Mariana Ondrusova and Ivan Cimrak -- 38. Radiofrequency ablation for treating chronic pain of bones : effects of nerve locations / Sundeep Singh and Roderick Melnik |
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[V]. Biomedical image analysis: 39. Visualization and cognitive graphics in medical scientific research / Olga G. Berestneva, Olga V. Marukhina, Sergey V. Romanchukov, and Elena V. Berestneva -- 40. Detection of static objects in an image based on texture analysis / Frantisek Jabloncik, Libor Hargas, Jozef Volak, and Dusan Koniar -- 41. Artefacts recognition and elimination in video sequences with ciliary respiratory epithelium / Libor Hargas, Zuzana Loncova, Dusan Koniar, Frantisek Jabloncik, and Jozef Volak -- 42. Cross modality microscopy segmentation via adversarial adaptation / Yue Guo, Qian Wang, Oleh Krupa, Jason Stein, Guorong Wu, Kira Bradford, and Ashok Krishnamurthy -- 43. Assessment of pain-induced changes in cerebral microcirculation by imaging photoplethysmography / Alexei A. Kamshilin, Olga A. Lyubashina, Maxim A. Volynsky, Valeriy V. Zaytsev, and Oleg V. Mamontov -- 44. Detection of subclinical keratoconus using biometric parameters / Jose Sebastián Velázquez-Blázquez, Francisco Cavas-Martínez, Jorge Alió del Barrio, Daniel G. Fernández-Pacheco, Francisco J.F. Cañavate, Dolores Parras-Burgos, and Jorge Alió -- 45. A computer based blastomere identification and evaluation method for day 2 embryos during IVF/ICSI treatments / Charalambos Strouthopoulos and Athanasios Nikolaidis -- 46. Detection of breast cancer using infrared thermography and deep neural networks / Francisco Javier Fernández-Ovies, Edwin Santiago Alférez-Baquero, Enrique Juan de Andrés-Galiana, Ana Cernea, Zulima Fernández-Muñiz, and Juan Luis Fernández-Martínez -- 47. Development of an ECG smart jersey based on next generation computing for automated detection of heart defects among athletes / Emmanuel Adetiba, Ekpoki N. Onosenema, Victor Akande, Joy N. Adetiba, Jules R. Kala, and Folarin Olaloye |
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[VI]. Biomedicine and e-Health: 48. Analysis of finger thermoregulation by using signal processing techniques / María Camila Henao Higuita, Macheily Hernández Fernández, Delio Aristizabal Martínez, and Hermes Fandiño Toro -- 49. Comparative study of feature selection methods for medical full text classification / Carlos Adriano Gonçalves, Eva Lorenzo Iglesias, Lourdes Borrajo, Rui Camacho, Adrián Seara Vieira, and Célia Talma Gonçalves -- 50. Estimation of lung properties using ANN-based inverse modeling of spirometric data / Adam G. Polak, Dariusz Wysoczański, and Janusz Mroczka -- 51. Model of the mouth pressure signal during pauses in total liquid ventilation / Jonathan Vandamme, Mathieu Nadeau, Julien Mousseau, Jean-Paul Praud, and Philippe Micheau |
| Summary |
The two-volume set LNBI 11465 and LNBI 11466 constitutes the proceedings of the 7th International Work-Conference on Bioinformatics and Biomedical Engineering, IWBBIO 2019, held in Granada, Spain, in May 2019. The total of 97 papers presented in the proceedings [46 in part 1, 51 in part 2], was carefully reviewed and selected from 301 submissions. The papers are organized in topical sections as follows: Part I: High-throughput genomics: bioinformatics tools and medical applications; omics data acquisition, processing, and analysis; bioinformatics approaches for analyzing cancer sequencing data; next generation sequencing and sequence analysis; structural bioinformatics and function; telemedicine for smart homes and remote monitoring; clustering and analysis of biological sequences with optimization algorithms; and computational approaches for drug repurposing and personalized medicine. Part II: Bioinformatics for healthcare and diseases; computational genomics/proteomics; computational systems for modelling biological processes; biomedical engineering; biomedical image analysis; and biomedicine and e-health. -- Provided by publisher |
| Notes |
Includes author index |
| Bibliography |
Includes bibliographical references and author index |
| Notes |
Online resource; title from PDF title page (SpringerLink, viewed May 14, 2019) |
| Subject |
Bioinformatics -- Congresses
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Biomedical engineering -- Congresses
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Bioinformatics
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Biomedical engineering
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| Genre/Form |
proceedings (reports)
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Conference papers and proceedings
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Conference papers and proceedings.
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Actes de congrès.
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| Form |
Electronic book
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| Author |
Rojas, Ignacio, editor.
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Valenzuela, Olga, editor.
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Rojas, Fernando, editor
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Ortuño, Francisco (Francisco Manuel), editor.
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| ISBN |
9783030179380 |
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3030179389 |
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3030179370 |
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9783030179373 |
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9783030179397 |
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3030179397 |
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9783030179359 |
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3030179354 |
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