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Conference IWBBIO (Conference) (8th : 2019 : Granada, Spain)
Title Bioinformatics and biomedical engineering : 8th International Work-Conference, IWBBIO 2020, Granada, Spain, May 6-8, 2020, proceedings / Ignacio Rojas, Olga Valenzuela, Fernando Rojas, Luis Javier Herrera, Francisco Ortuno (eds.).
Imprint Cham : Springer, 2020.

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Conference IWBBIO (Conference) (8th : 2019 : Granada, Spain)
Series Lecture notes in bioinformatics.
Lecture notes in computer science ; 12108.
LNCS Sublibrary, SL 8, Bioinformatics.
Lecture notes in computer science. Lecture notes in bioinformatics.
Lecture notes in computer science ; 12108.
LNCS sublibrary. SL 8, Bioinformatics.
Subject Bioinformatics -- Congresses.
Biomedical engineering -- Congresses.
Alt Name Rojas, Ignacio.
Valenzuela, Olga.
Rojas, Fernando.
Herrera, Luis Javier.
Ortuño, Francisco (Francisco Manuel)
Add Title IWBBIO 2020
Description 1 online resource.
Note International conference proceedings.
Includes author index.
Contents [I]. Biomarker Identification: Identification of coding regions in prokaryotic DNA sequences using Bayesian classification -- Identification of common gene signatures in microarray and RNA-sequencing data using network-based regularization -- Blood plasma trophic growth factors predict teh outcome in patients with acute ischemic stroke -- Analyzing the immune response of neoepitopes for personalized vaccine design -- A data integration approach for detecting biomarkers of breast cancer survivability.
[II]. Biomedical Engineering: Effects of the distribution in space of the velocity-inlet condition in hemodynamic simulations of the thoracic aorta -- Coupled electro-mechanical behavior of microtubules -- Comparison of corneal morphologic parameters and high order aberrations in keratoconus and normal eyes -- Graph databases for contact analysis in infections using spatial temporal models -- Window functions in rhythm based biometric authentication -- Relationships between muscular power and bone health parameters in a group of young Lebanese adults.
[III]. Biomedical Signal Analysis: Thermal behavior of children during Americna football sports training -- Positioning algorithm for arterial blood pressure pneumatic sensor -- An approach to detecting and eliminating artifacts from the sleep EEG signals.
[IV]. Bio-Nanotechnology: New genomic information systems (GenISs) : species delimitation and IDentification -- Production of 3D-printed tympanic membrane scaffolds as a tissue engineering application -- Controlled release of Metformin loaded polyvinyl alcohol (PVA) microbubble/nanoparticles using microfluidic device for the treatment of type 2 diabetes mellitus -- Patch-based technology for corneal microbial keratitis.
[V]. Computational approaches for drug design and personalized medicine: MARCO gene variations and their association with cardiovascular diseases development : an in-silico analysis -- Computational approache for drug design : a focus on drug repurposing.
[VI]. Computational Proteomics and Protein-Protein Interactions: Comorbidity network analyses of global rheumatoid arthritis and type 2 diabetes reveal IL2 & IL6 as common role players -- Variant analysis from bacterial isolates affirms DnaK crucial for multidrug resistance -- Topological analysis of cancer protein subnetwork in deubiquitinase (DUB) interactome -- Graph based automatic protein function annotation improved by semantic similarity.
[VII]. Data Mining from UV/VIS/NIR Imaging and Spectrophotometry: Cancer detection based on image classification by using convolutional neural network -- Steps to visible aquaphotomics -- Automatic calibration, acquisition, and analysis for color experiments -- Classification of fish species using silhouettes.
[VIII]. E-health Technology, Services and Applications: Spa-neg : an approach for negation detection in clinical text written in Spanish -- In-bed posture classification from pressure mat sensors for the prevention of pressure ulcers using convolutional neural networks -- Pin-code authentication by local proximity based touchstroke classifier -- Behavioral risk factors based cancer prediction model utilizing public and personal health records -- IoMT-driven eHealth : a technological innovation proposal based on smart speakers.
[IX]. Evolving Towards Digital Twins in Healthcare (EDITH): Epileptic seizure detection using a neuromorphic-compatible deep spiking neural network -- Anonymizing personal images using generative adversarial networks -- Generating fake data using GANs for anonymizing healthcare data -- A proposal to evolving towards digital twins in healthcare.
[X]. High Performance in Bioinformatics: Role of homeobox genes in the development of Pinus Sylvestris -- Function vs taxonomy : further reading from fungal mitochondrial ATP synthases -- Discovering the most characteristic motif froma set of peak sequence -- An overview of search and match algorithms complexity and performance -- Highly parallel convolution method to compare DNA sequences with enforced in/del and mutation tolerance -- A mini review on parallel processing of brain magnetic resonance imaging -- Watershed segmentation for peak picking in mass spectrometry data.
[XI]. High-Throughput Genomics : Bioinformatic Tools and Medical Applications: LuxHS : DNA methylation analysis with spatially varying correlation structure -- Unravelling disease presentation patterns in ALS using biclustering for discriminitve meta-features discovery -- Patient strateification using clinical and patients profiles : targeting personalized prognostic prediction in ALS -- Micro-variations from RNA-seq experiments for non-model organisms -- Network-based variable selecction for survival outcomes in oncological data -- 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 -- Detection of highly variable genome fragments in unmapped reads of Escherichia coli genomes.
[XII]. Machine Learning in Bioinformatics: Clustering reveals common check-point and growth factor receptor genes expressed in six different cancer types -- Predicting infectious diseases by using machine learning classifiers -- Bayesian optimization improves tissue-specific prediction of active regulatory regions with deep neural networks -- DiS-TSS : an annotation agnostic algorithm for TSS identification -- LM-based word embeddings improve biomedical named entity recognition : a detailed analysis -- Evaluating mutual information and chi-square metrics in text features selection process : a study case applied to the text classification in PubMed -- Profiling environmental conditions from DNA -- Stability of feature selection methods : a study of metrics across different gene expression datasets.
[XIII]. Medical image processing: Influence of Sarcopenia on bone health parameters ni a group of elderly Lebanese men -- Novel thermal image classification based on techniques derived from mathematical morphology : case of breast cancer -- Data preprocessing via multi-sequences MRI mixture to improve brain tumor segmentation -- Brain MRI modality understanding : a guide for image processing and segmentation -- Computer-aided breast cancer diagnosis from thermal images using transfer learning -- Blood cell types classification using CNN -- Medical image data upscaling with generative adversarial networks -- Enhancing breats cancer classification via information and multi-model integration.
[XIV]. Simulation and visualization of biological systems: Kernel based approaches to idnetify hidden connections in gene networks using NetAnalyzer -- Comprehensvie analysis of patients with undiagnosed genetic diseases using the patient exploration tools suite (PETS) -- Method of detecting orientation of red blood cells based on video data -- Automated tracking of red blood cells in images -- A novel prediction model for discovering beneficial effects of natural compounds in drug repurposing -- Assisted generation of bone fracture patterns.
Summary This volume constitutes the proceedings of the 8th International Work-Conference on IWBBIO 2020, held in Granada, Spain, in May 2020. The total of 73papers presented in the proceedings, was carefully reviewed and selected from 241 submissions. The papers are organized in topical sections as follows: Biomarker Identification; Biomedical Engineering; Biomedical Signal Analysis; Bio-Nanotechnology; Computational Approaches for Drug Design and Personalized Medicine; Computational Proteomics and Protein-Protein Interactions; Data Mining from UV/VIS/NIR Imaging and Spectrophotometry; E-Health Technology, Services and Applications; Evolving Towards Digital Twins in Healthcare (EDITH); High Performance in Bioinformatics; High-Throughput Genomics: Bioinformatic Tools and Medical Applications; Machine Learning in Bioinformatics; Medical Image Processing; Simulation and Visualization of Biological Systems. -- Provided by publisher.
ISBN 9783030453855 (electronic bk.)
3030453855 (electronic bk.)
3030453847
9783030453848
OCLC # 1153064056
Additional Format Original 3030453847 9783030453848 (OCoLC)1144902606.


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