Título :	Bioinformatics and Biomedical Engineering : 7th International Work-Conference, IWBBIO 2019, Granada, Spain, May 8-10, 2019, Proceedings, Part II
Tipo de documento:	documento electrónico
Autores:	Rojas, Ignacio, ; Valenzuela, Olga, ; Rojas, Fernando, ; Ortuño, Francisco,
Mención de edición:	1 ed.
Editorial:	[s.l.] : Springer
Fecha de publicación:	2019
Número de páginas:	XXIX, 587 p. 313 ilustraciones, 255 ilustraciones en color.
ISBN/ISSN/DL:	978-3-030-17935-9
Nota general:	Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos.
Palabras clave:	Bioinformática  Aprendizaje automático  Procesamiento del lenguaje natural (Informática)  Visión por computador  Red de computadoras  Teoría de las máquinas  Biología Computacional y de Sistemas  Procesamiento del lenguaje natural (PNL)  Redes de comunicación informática  Lenguajes formales y teoría de los autómatas
Índice Dewey:	570.285
Resumen:	El conjunto de dos volúmenes LNBI 11465 y LNBI 11466 constituye las actas de la 7ma Conferencia Internacional de Trabajo sobre Bioinformática e Ingeniería Biomédica, IWBBIO 2019, celebrada en Granada, España, en mayo de 2019. El total de 97 artículos presentados en las actas fue cuidadosamente revisado y seleccionado entre 301 presentaciones. Los artículos están organizados en secciones temáticas de la siguiente manera: Parte I: Genómica de alto rendimiento: herramientas bioinformáticas y aplicaciones médicas; adquisición, procesamiento y análisis de datos ómicos; enfoques bioinformáticos para analizar datos de secuenciación del cáncer; secuenciación y análisis de secuencias de próxima generación; bioinformática estructural y función; telemedicina para hogares inteligentes y monitorización remota; agrupamiento y análisis de secuencias biológicas con algoritmos de optimización; y enfoques computacionales para la reutilización de medicamentos y la medicina personalizada. Parte II: Bioinformática para la salud y las enfermedades; genómica/proteómica computacional; sistemas computacionales para modelar procesos biológicos; Ingeniería Biomédica; análisis de imágenes biomédicas; y biomedicina y cibersalud. .
Nota de contenido:	Bioinformatics for healthcare and diseases -- Developing a DEVS-JAVA model to simulate and pre-test changes to emergency care delivery in a safe and efficient manner -- Concept Bag: A New Method for Computing Concept Similarity in Biomedical Data -- A reliable method to remove batch effects maintaining group differences in lymphoma methylation case study -- Predict breast tumor response to chemotherapy using a 3D deep learning architecture applied to DCE-MRI data -- Data Fusion for Improving Sleep Apnoea Detection from Single-lead ECG Derived Respiration -- Instrumented shoes for 3D GRF analysis and characterization of human gait -- Novel Four Stages Classification of Breast Cancer Using Infrared Thermal Imaging and a Deep Learning Model -- Comparison of numerical and laboratory experiment examining deformation of red blood cell -- Levenberg-Marquardt variants in chrominance-based skin tissue detection -- A mini-review of Biomedical Infrared Thermography (B-IRT) -- 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 -- Definition of Organic Processes via Digital Monitoring Systems -- 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 -- Computational genomics/proteomics -- Web-based application for accurately classifying cancer type from microarray gene expression data using a support vector machine (SVM) learning algorithm -- Associating Protein Domains with Biological Functions: A Tripartite Network Approach -- Interaction of ZIKV NS5 and STAT2 explored by Molecular Modeling, Docking, and Simulations Studies -- Entropy-based detection of genetic markers for bacteria genotyping -- Clustering of Klebsiella Strains Based on Variability in Sequencing Data -- Addition of pathway-based information to improve predictions in transcriptomics -- Common Gene Regulatory Network for Anxiety Disorder using Cytoscape: Detection and Analysis -- Insight about nonlinear dimensionality reduction methods applied to protein molecular dynamics -- Computational systems for modelling biological processes -- HIV Drug Resistance Prediction with Categorical Kernel Functions -- Deciphering general characteristics of residues constituting allosteric communication paths -- Feature (Gene) Selection in Linear Homogeneous Cuts -- DNA Sequence Alignment Method Based on Trilateration -- Convolutional Neural Networks for Red Blood Cell Trajectory Prediction in Simulation of Blood Flow -- Platform for Adaptive Knowledge Discovery and Decision Making Based on Big Genomics Data Analytics -- Simulation Approaches to Stretching of Red Blood Cells -- Describing sequential association patterns from longitudinal microarray data sets in humans -- Biomedical Engineering -- Low resolution electroencephalographic-signals-driven semantic retrieval: Preliminary results -- A simpler command of motor using BCI -- A Biomechanical Model Implementation for Upper-Limbs Rehabilitation Monitoring Using IMUs -- Non-generalized analysis of the multimodal signals for emotion recognition: preliminary results -- Variables in a Group of Young Overweight Men -- Brain Hematoma Segmentation Using Active Learning and an Active Contour Model -- DYNLO: Enhancing Non-Linear Regularized State Observer Brain Mapping Technique by Parameter Estimation with Extended -- Analysis of the behavior of the red blood cell model in a tapered microchannel -- Radiofrequency Ablation for Treating Chronic Pain of Bones: Effects of Nerve Locations -- Biomedical image analysis -- Visualization and Cognitive Graphics in Medical Scientific Research -- Detection of static objects in an image based on texture analysis -- Artefacts Recognition and Elimination in Video Sequences with Ciliary Respiratory Epithelium -- Cross Modality Microscopy Segmentation via Adversarial Adaptation -- Assessment of pain-induced changes in cerebral microcirculation by imaging photoplethysmography -- Detection of Subclinical Keratoconus Using Biometric Parameters -- A Computer Based Blastomere Identification and Evaluation Method for Day 2 Embryos during IVF/ICSI Treatments -- Detection of breast cancer using infrared thermography and deep neural networks -- Development of an ECG Smart Jersey based on Next Generation Computing for Automated Detection of Heart Defects among Athletes -- Biomedicine and e-Health -- Analysis of finger thermoregulation by using signal processing techniques -- Development of smart-technology for prediction drug properties based on modified algorithms of artificial immune systems and ontological models -- Comparative study of Feature Selection methods for Medical Full Text Classification -- Estimation of Lung Properties Using ANN-Based Inverse Modeling of Spirometric Data -- Model of the mouth pressure signal during pauses in total liquid ventilation.
En línea:	https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...]
Link:	https://biblioteca.umanizales.edu.co/ils/opac_css/index.php?lvl=notice_display&i

Bioinformatics and Biomedical Engineering : 7th International Work-Conference, IWBBIO 2019, Granada, Spain, May 8-10, 2019, Proceedings, Part II [documento electrónico] / Rojas, Ignacio, ; Valenzuela, Olga, ; Rojas, Fernando, ; Ortuño, Francisco,  . -  1 ed.  . - [s.l.] : Springer, 2019 . - XXIX, 587 p. 313 ilustraciones, 255 ilustraciones en color.
ISBN : 978-3-030-17935-9
Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos.

Palabras clave:	Bioinformática  Aprendizaje automático  Procesamiento del lenguaje natural (Informática)  Visión por computador  Red de computadoras  Teoría de las máquinas  Biología Computacional y de Sistemas  Procesamiento del lenguaje natural (PNL)  Redes de comunicación informática  Lenguajes formales y teoría de los autómatas
Índice Dewey:	570.285
Resumen:	El conjunto de dos volúmenes LNBI 11465 y LNBI 11466 constituye las actas de la 7ma Conferencia Internacional de Trabajo sobre Bioinformática e Ingeniería Biomédica, IWBBIO 2019, celebrada en Granada, España, en mayo de 2019. El total de 97 artículos presentados en las actas fue cuidadosamente revisado y seleccionado entre 301 presentaciones. Los artículos están organizados en secciones temáticas de la siguiente manera: Parte I: Genómica de alto rendimiento: herramientas bioinformáticas y aplicaciones médicas; adquisición, procesamiento y análisis de datos ómicos; enfoques bioinformáticos para analizar datos de secuenciación del cáncer; secuenciación y análisis de secuencias de próxima generación; bioinformática estructural y función; telemedicina para hogares inteligentes y monitorización remota; agrupamiento y análisis de secuencias biológicas con algoritmos de optimización; y enfoques computacionales para la reutilización de medicamentos y la medicina personalizada. Parte II: Bioinformática para la salud y las enfermedades; genómica/proteómica computacional; sistemas computacionales para modelar procesos biológicos; Ingeniería Biomédica; análisis de imágenes biomédicas; y biomedicina y cibersalud. .
Nota de contenido:	Bioinformatics for healthcare and diseases -- Developing a DEVS-JAVA model to simulate and pre-test changes to emergency care delivery in a safe and efficient manner -- Concept Bag: A New Method for Computing Concept Similarity in Biomedical Data -- A reliable method to remove batch effects maintaining group differences in lymphoma methylation case study -- Predict breast tumor response to chemotherapy using a 3D deep learning architecture applied to DCE-MRI data -- Data Fusion for Improving Sleep Apnoea Detection from Single-lead ECG Derived Respiration -- Instrumented shoes for 3D GRF analysis and characterization of human gait -- Novel Four Stages Classification of Breast Cancer Using Infrared Thermal Imaging and a Deep Learning Model -- Comparison of numerical and laboratory experiment examining deformation of red blood cell -- Levenberg-Marquardt variants in chrominance-based skin tissue detection -- A mini-review of Biomedical Infrared Thermography (B-IRT) -- 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 -- Definition of Organic Processes via Digital Monitoring Systems -- 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 -- Computational genomics/proteomics -- Web-based application for accurately classifying cancer type from microarray gene expression data using a support vector machine (SVM) learning algorithm -- Associating Protein Domains with Biological Functions: A Tripartite Network Approach -- Interaction of ZIKV NS5 and STAT2 explored by Molecular Modeling, Docking, and Simulations Studies -- Entropy-based detection of genetic markers for bacteria genotyping -- Clustering of Klebsiella Strains Based on Variability in Sequencing Data -- Addition of pathway-based information to improve predictions in transcriptomics -- Common Gene Regulatory Network for Anxiety Disorder using Cytoscape: Detection and Analysis -- Insight about nonlinear dimensionality reduction methods applied to protein molecular dynamics -- Computational systems for modelling biological processes -- HIV Drug Resistance Prediction with Categorical Kernel Functions -- Deciphering general characteristics of residues constituting allosteric communication paths -- Feature (Gene) Selection in Linear Homogeneous Cuts -- DNA Sequence Alignment Method Based on Trilateration -- Convolutional Neural Networks for Red Blood Cell Trajectory Prediction in Simulation of Blood Flow -- Platform for Adaptive Knowledge Discovery and Decision Making Based on Big Genomics Data Analytics -- Simulation Approaches to Stretching of Red Blood Cells -- Describing sequential association patterns from longitudinal microarray data sets in humans -- Biomedical Engineering -- Low resolution electroencephalographic-signals-driven semantic retrieval: Preliminary results -- A simpler command of motor using BCI -- A Biomechanical Model Implementation for Upper-Limbs Rehabilitation Monitoring Using IMUs -- Non-generalized analysis of the multimodal signals for emotion recognition: preliminary results -- Variables in a Group of Young Overweight Men -- Brain Hematoma Segmentation Using Active Learning and an Active Contour Model -- DYNLO: Enhancing Non-Linear Regularized State Observer Brain Mapping Technique by Parameter Estimation with Extended -- Analysis of the behavior of the red blood cell model in a tapered microchannel -- Radiofrequency Ablation for Treating Chronic Pain of Bones: Effects of Nerve Locations -- Biomedical image analysis -- Visualization and Cognitive Graphics in Medical Scientific Research -- Detection of static objects in an image based on texture analysis -- Artefacts Recognition and Elimination in Video Sequences with Ciliary Respiratory Epithelium -- Cross Modality Microscopy Segmentation via Adversarial Adaptation -- Assessment of pain-induced changes in cerebral microcirculation by imaging photoplethysmography -- Detection of Subclinical Keratoconus Using Biometric Parameters -- A Computer Based Blastomere Identification and Evaluation Method for Day 2 Embryos during IVF/ICSI Treatments -- Detection of breast cancer using infrared thermography and deep neural networks -- Development of an ECG Smart Jersey based on Next Generation Computing for Automated Detection of Heart Defects among Athletes -- Biomedicine and e-Health -- Analysis of finger thermoregulation by using signal processing techniques -- Development of smart-technology for prediction drug properties based on modified algorithms of artificial immune systems and ontological models -- Comparative study of Feature Selection methods for Medical Full Text Classification -- Estimation of Lung Properties Using ANN-Based Inverse Modeling of Spirometric Data -- Model of the mouth pressure signal during pauses in total liquid ventilation.
En línea:	https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...]
Link:	https://biblioteca.umanizales.edu.co/ils/opac_css/index.php?lvl=notice_display&i