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Título Advanced Computational Approaches to Biomedical Engineering [electronic resource] / edited by Punam K. Saha, Ujjwal Maulik, Subhadip Basu.

Descripción física XII, 217 p. 100 illus., 76 illus. in color. online resource.
text txt rdacontent
computer c rdamedia
online resource cr rdacarrier
text file PDF rda
Colección Springer eBooks. Computer Science
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Contiene: Part I ́㠁dvanced Computational Methods -- Chap. 1 ́゠Graph Algorithmic Techniques for Biomedical Image Segmentation -- Chap. 2 ́㠉nformation Theoretic Clustering for Medical Image Segmentation -- Chap. 3 ́㠍ultiobjective Differential Evolution Based Fuzzy Clustering for MR Brain Image Segmentation -- Chap. 4 ́㠓pectral and Non-linear Analysis of Thalamocortical Neural Mass Model Oscillatory Dynamics -- Chap. 5 ́㠁 Meta-learning Approach for Protein Function Prediction -- Part II ́㠂iomedical Applications -- Chap. 6 ́㠓egmentation of the Carotid Arteries from 3D Ultrasound Images -- Chap. 7 ́㠃ontemporary Problems in Quantitative Image Analysis in Structural Neuronal Plasticity -- Chap. 8 ́㠁dvanced MRI of Cartilage and Subchondral Bone in Osteoarthritis -- Chap. 9 ́㠃omputer Vision Based Hairline Mandibular Fracture Detection from Computed Tomography Images.
Resumen: There has been rapid growth in biomedical engineering in recent decades, given advancements in medical imaging and physiological modelling and sensing systems, coupled with immense growth in computational and network technology, analytic approaches, visualization and virtual-reality, man-machine interaction, and automation. Biomedical engineering involves applying engineering principles to the medical and biological sciences, and it comprises several topics including biomedicine, medical imaging, physiological modelling and sensing, instrumentation, real-time systems, automation and control, signal processing, image reconstruction, processing and analysis, pattern recognition, and biomechanics. It holds great promise for the diagnosis and treatment of complex medical conditions, in particular, as we can now target direct clinical applications, research and development in biomedical engineering is helping us to develop innovative implants and prosthetics, create new medical imaging technologies, and improve tools and techniques for the detection, prevention and treatment of diseases. The contributing authors in this edited book present representative surveys of advances in their respective fields, focusing in particular on techniques for the analysis of complex biomedical data. The book will be a useful reference for graduate students, researchers, and industrial practitioners in computer science, biomedical engineering, and computational and molecular biology.
Materia Computer science.
Artificial intelligence.
Image processing.
Computational intelligence.
Computer Science.
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Artificial Intelligence (incl. Robotics).
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Computational Intelligence.
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Computational Biology/Bioinformatics.
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Image Processing and Computer Vision.
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Mathematical and Computational Biology.
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Autor secundario Saha, Punam K. editor.
Maulik, Ujjwal. editor.
Basu, Subhadip. editor.
SpringerLink (Online service)
En Springer eBooks
OTRO SOPORTE Printed edition: 9783642415388
ISBN 9783642415395 978-3-642-41539-5
ISBN/ISSN 10.1007/978-3-642-41539-5 doi