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Computational Learning Approaches To Data Analytics In Biomedical Applications, Al-Jabery, Khalid


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Автор: Al-Jabery, Khalid   (Халид Аль-Джабери)
Название:  Computational Learning Approaches To Data Analytics In Biomedical Applications
Перевод названия: Халид Аль-Джабери: Подходы компьютерного обучения к анализу данных в биомедицинских приложениях
ISBN: 9780128144824
Издательство: Elsevier Science
Классификация:

ISBN-10: 0128144823
Обложка/Формат: Hardcover
Страницы: 310
Вес: 0.79 кг.
Дата издания: 20.11.2019
Язык: English
Размер: 235 x 191 x 19
Ссылка на Издательство: Link
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Поставляется из: Европейский союз
Описание:

Computational Learning Approaches to Data Analytics in Biomedical Applications provides a unified framework for biomedical data analysis using varied machine learning and statistical techniques. It presents insights on biomedical data processing, innovative clustering algorithms and techniques, and connections between statistical analysis and clustering. The book introduces and discusses the major problems relating to data analytics, provides a review of influential and state-of-the-art learning algorithms for biomedical applications, reviews cluster validity indices and how to select the appropriate index, and includes an overview of statistical methods that can be applied to increase confidence in the clustering framework and analysis of the results obtained.




Computational and Experimental Biomedical Sciences: Methods and Applications

Автор: Jo?o Manuel R. S. Tavares; R.M. Natal Jorge
Название: Computational and Experimental Biomedical Sciences: Methods and Applications
ISBN: 3319157981 ISBN-13(EAN): 9783319157986
Издательство: Springer
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Цена: 13974.00 р.
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Описание: Preface.- Structural shear stress evaluation of triple periodic minimal surfaces, by H.A. Almeida, P.J. Bбrtolo.- On the numerical microstructural modeling of vascular tissues, by Estefania Peсa.- What exists in the scientific literature about biomechanical models in pelvic floor? - A systematic review, by Renato Andrade, Rui Viana, Sara Viana, Thuane da Roza, Teresa Mascarenhas, Renato Natal Jorge.- The impairment of female pelvic ligaments and its relation to pelvic floor dysfunction: biomechanical analysis, by Sofia Brandгo, Marco Parente, Ana Rita Silva, Thuane Da Roza, Teresa Mascarenhas, Isabel Ramos, Renato Natal Jorge.- Pelvic floor muscles behavior in practitioners of high and low impact sports, by Thuane Da Roza, Sofia Brandгo, Teresa Mascarenhas, Josй Alberto Duarte, Renato Natal Jorge.- Effects of a pelvic floor muscle training in nulliparous athletes with urinary incontinence: biomechanical models protocol, by M Sousa, R Viana, S Viana, T Da Roza, R Azevedo, M Araъjo, C Festas, T Mascarenhas, R Natal Jorge.- Biomechanical study of the cervical spine, by Tatiana Teixeira, Luнsa Costa Sousa, Renato Natal Jorge, Marco Parente, Joгo Maia Gonзalves, Rolando Freitas.- Injury simulation of anterior cruciate ligament using isogeometric analysis, by J.P.S. Ferreira, M.P.L. Parente, R.M. Natal Jorge.- Influence of flexing load position on the loading of cruciate ligaments at the knee - A graphics-based analysis, by A. Imran.- Modelling and simulation in orthopedic biomechanics - applications and limitations, by A. Imran.- One-dimensional modelling of the coronary circulation. Application to noninvasive quantification of fractional flow reserve (FFR), by Etienne Boileau, Perumal Nithiarasu.- Prediction of carotid hemodynamic descriptors based on ultrasound data and a neural network model, by Catarina F. Castro, Carlos Conceiзгo Antуnio, Luнsa Costa Sousa.- Computer image registration techniques applied to nuclear medicine image, by Raquel S. Alves, Joгo Manuel R.S. Tavares.- Segmentation and 3D Reconstruction of Animal Tissues in Histological Images, by Liliana Azevedo, Augusto M. R. Faustino, Joгo Manuel R. S. Tavares.- Ischemic region segmentation in rat heart photos using DRLSE algorithm, by Regina C. Coelho, Salety F. Baracho, Vinнcius V. de Melo, Carlos Marcelo G. de Godoy.- Pectoral and breast segmentation technique based on texture information, by Khamsa Djaroudib, Pascal Lorenz, Abdelmalik Taleb Ahmed, Abdelmadjid Zidani.- Statistical and physical micro-feature-based segmentation of cortical bone images using artificial intelligence, by Ilige S. Hage, Ramsey F. Hamade.- Human motion segmentation using active shape models, by Maria Joгo M. Vasconcelos, Joгo Manuel R. S. Tavares.- 3D Vocal tract reconstruction using magnetic resonance imaging data to study fricative consonant production, by Sandra R. Ventura, Diamantino R. Freitas, Isabel M. Ramos, Joгo Manuel R. S. Tavares.

Recent Advances in Computational Methods and Clinical Applications for Spine Imaging

Автор: Jianhua Yao; Ben Glocker; Tobias Klinder; Shuo Li
Название: Recent Advances in Computational Methods and Clinical Applications for Spine Imaging
ISBN: 3319385992 ISBN-13(EAN): 9783319385990
Издательство: Springer
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Цена: 14365.00 р.
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Описание: This book contains the full papers presented at the MICCAI 2014 workshop on Computational Methods and Clinical Applications for Spine Imaging. The workshop brought together scientists and clinicians in the field of computational spine imaging. The chapters included in this book present and discuss the new advances and challenges in these fields, using several methods and techniques in order to address more efficiently different and timely applications involving signal and image acquisition, image processing and analysis, image segmentation, image registration and fusion, computer simulation, image based modeling, simulation and surgical planning, image guided robot assisted surgical and image based diagnosis.

The book also includes papers and reports from the first challenge on vertebra segmentation held at the workshop.

Computational Methods With Applications In Bioinformatics Analysis

Автор: Tsai Jeffrey J P & Ng Ka-Lok
Название: Computational Methods With Applications In Bioinformatics Analysis
ISBN: 9813207973 ISBN-13(EAN): 9789813207974
Издательство: World Scientific Publishing
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Цена: 13622.00 р.
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Описание:

This compendium contains 10 chapters written by world renowned researchers with expertise in semantic computing, genome sequence analysis, biomolecular interaction, time-series microarray analysis, and machine learning algorithms.

The salient feature of this book is that it highlights eight types of computational techniques to tackle different biomedical applications. These techniques include unsupervised learning algorithms, principal component analysis, fuzzy integral, graph-based ensemble clustering method, semantic analysis, interolog approach, molecular simulations and enzyme kinetics.

The unique volume will be a useful reference material and an inspirational read for advanced undergraduate and graduate students, computer scientists, computational biologists, bioinformatics and biomedical professionals.

Applications of Computational Intelligence in Biomedical Technology

Автор: Radim Bris; Jaroslav Majernik; Krzysztof Pancerz;
Название: Applications of Computational Intelligence in Biomedical Technology
ISBN: 3319191462 ISBN-13(EAN): 9783319191461
Издательство: Springer
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Цена: 18284.00 р.
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Описание: Various aspects of development methods and algorithms in Biomedical and Medical Informatics as well as Algorithms for medical image processing, modeling methods are discussed.

Computational and Experimental Biomedical Sciences: Methods and Applications

Автор: Jo?o Manuel R. S. Tavares; R.M. Natal Jorge
Название: Computational and Experimental Biomedical Sciences: Methods and Applications
ISBN: 3319368443 ISBN-13(EAN): 9783319368443
Издательство: Springer
Рейтинг:
Цена: 18284.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: Preface.- Structural shear stress evaluation of triple periodic minimal surfaces, by H.A. Almeida, P.J. Bбrtolo.- On the numerical microstructural modeling of vascular tissues, by Estefania Peсa.- What exists in the scientific literature about biomechanical models in pelvic floor? - A systematic review, by Renato Andrade, Rui Viana, Sara Viana, Thuane da Roza, Teresa Mascarenhas, Renato Natal Jorge.- The impairment of female pelvic ligaments and its relation to pelvic floor dysfunction: biomechanical analysis, by Sofia Brandгo, Marco Parente, Ana Rita Silva, Thuane Da Roza, Teresa Mascarenhas, Isabel Ramos, Renato Natal Jorge.- Pelvic floor muscles behavior in practitioners of high and low impact sports, by Thuane Da Roza, Sofia Brandгo, Teresa Mascarenhas, Josй Alberto Duarte, Renato Natal Jorge.- Effects of a pelvic floor muscle training in nulliparous athletes with urinary incontinence: biomechanical models protocol, by M Sousa, R Viana, S Viana, T Da Roza, R Azevedo, M Araъjo, C Festas, T Mascarenhas, R Natal Jorge.- Biomechanical study of the cervical spine, by Tatiana Teixeira, Luнsa Costa Sousa, Renato Natal Jorge, Marco Parente, Joгo Maia Gonзalves, Rolando Freitas.- Injury simulation of anterior cruciate ligament using isogeometric analysis, by J.P.S. Ferreira, M.P.L. Parente, R.M. Natal Jorge.- Influence of flexing load position on the loading of cruciate ligaments at the knee - A graphics-based analysis, by A. Imran.- Modelling and simulation in orthopedic biomechanics - applications and limitations, by A. Imran.- One-dimensional modelling of the coronary circulation. Application to noninvasive quantification of fractional flow reserve (FFR), by Etienne Boileau, Perumal Nithiarasu.- Prediction of carotid hemodynamic descriptors based on ultrasound data and a neural network model, by Catarina F. Castro, Carlos Conceiзгo Antуnio, Luнsa Costa Sousa.- Computer image registration techniques applied to nuclear medicine image, by Raquel S. Alves, Joгo Manuel R.S. Tavares.- Segmentation and 3D Reconstruction of Animal Tissues in Histological Images, by Liliana Azevedo, Augusto M. R. Faustino, Joгo Manuel R. S. Tavares.- Ischemic region segmentation in rat heart photos using DRLSE algorithm, by Regina C. Coelho, Salety F. Baracho, Vinнcius V. de Melo, Carlos Marcelo G. de Godoy.- Pectoral and breast segmentation technique based on texture information, by Khamsa Djaroudib, Pascal Lorenz, Abdelmalik Taleb Ahmed, Abdelmadjid Zidani.- Statistical and physical micro-feature-based segmentation of cortical bone images using artificial intelligence, by Ilige S. Hage, Ramsey F. Hamade.- Human motion segmentation using active shape models, by Maria Joгo M. Vasconcelos, Joгo Manuel R. S. Tavares.- 3D Vocal tract reconstruction using magnetic resonance imaging data to study fricative consonant production, by Sandra R. Ventura, Diamantino R. Freitas, Isabel M. Ramos, Joгo Manuel R. S. Tavares.

Applications of Computational Intelligence in Biomedical Technology

Автор: Radim Bris; Jaroslav Majernik; Krzysztof Pancerz;
Название: Applications of Computational Intelligence in Biomedical Technology
ISBN: 3319387146 ISBN-13(EAN): 9783319387147
Издательство: Springer
Рейтинг:
Цена: 14365.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: Various aspects of development methods and algorithms in Biomedical and Medical Informatics as well as Algorithms for medical image processing, modeling methods are discussed.

Advanced Computational Approaches to Biomedical Engineering

Автор: Punam K. Saha; Ujjwal Maulik; Subhadip Basu
Название: Advanced Computational Approaches to Biomedical Engineering
ISBN: 3662514559 ISBN-13(EAN): 9783662514559
Издательство: Springer
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Цена: 13275.00 р.
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Описание: This book surveys computational advances which applied to biomedical engineering have resulted in the development of new implants and prosthetics, new imaging technologies and new tools and techniques for detection, prevention and treatment of disease.

Integer Linear Programming in Computational and Systems Biology: An Entry-Level Text and Course

Автор: Dan Gusfield
Название: Integer Linear Programming in Computational and Systems Biology: An Entry-Level Text and Course
ISBN: 1108421768 ISBN-13(EAN): 9781108421768
Издательство: Cambridge Academ
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Цена: 9029.00 р.
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Описание: Integer linear programming is a versatile modeling and optimization technique with potential to transform biological computation. This hands-on text, designed for students, researchers, and professionals in both biology and computational fields, demonstrates applications in genomics, RNA and protein folding, DNA sequencing, phylogenetics, and more.

Computational Intelligence for Multimedia Big Data on the Cloud with Engineering Applications

Автор: Sangaiah, Arun Kumar
Название: Computational Intelligence for Multimedia Big Data on the Cloud with Engineering Applications
ISBN: 0128133147 ISBN-13(EAN): 9780128133149
Издательство: Elsevier Science
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Цена: 19370.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: Computational Intelligence for Multimedia Big Data on the Cloud with Engineering Applications covers timely topics, including the neural network (NN), particle swarm optimization (PSO), evolutionary algorithm (GA), fuzzy sets (FS) and rough sets (RS), etc. Furthermore, the book highlights recent research on representative techniques to elaborate how a data-centric system formed a powerful platform for the processing of cloud hosted multimedia big data and how it could be analyzed, processed and characterized by CI. The book also provides a view on how techniques in CI can offer solutions in modeling, relationship pattern recognition, clustering and other problems in bioengineering. . It is written for domain experts and developers who want to understand and explore the application of computational intelligence aspects (opportunities and challenges) for design and development of a data-centric system in the context of multimedia cloud, big data era and its related applications, such as smarter healthcare, homeland security, traffic control trading analysis and telecom, etc. Researchers and PhD students exploring the significance of data centric systems in the next paradigm of computing will find this book extremely useful.

Layer-by-Layer Films for Biomedical Applications

Автор: Picart
Название: Layer-by-Layer Films for Biomedical Applications
ISBN: 3527335897 ISBN-13(EAN): 9783527335893
Издательство: Wiley
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Цена: 23760.00 р.
Наличие на складе: Поставка под заказ.

Описание: The layer-by-layer (LbL) deposition technique is a versatile approach for preparing nanoscale multimaterial films: the fabrication of multicomposite films by the LbL procedure allows the combination of literally hundreds of different materials with nanometer thickness in a single device to obtain novel or superior performance.

Functional Nanostructured Interfaces for Environmental and Biomedical Applications

Автор: Dinca, Valentina
Название: Functional Nanostructured Interfaces for Environmental and Biomedical Applications
ISBN: 0128144017 ISBN-13(EAN): 9780128144015
Издательство: Elsevier Science
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Цена: 30991.00 р.
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Описание:

Functional Nanostructured Interfaces for Environmental and Biomedical Applications provides an overview on the characteristics of nanostructured interfaces and their processing technologies for a wide range of applications in the sensing, photocatalytic and bioengineering areas. The book focuses on the fundamentals of multifunctional nanostructured interfaces and their associated technologies, including versatile technologies, such as colloidal lithography, scanning probe techniques and laser nanostructuring, which can be used to obtain multifunctional 2D and 3D nanotextured interfaces. The book provides multidisciplinary chapters, summarizes the current status of the field, and covers important scientific and technological developments made over past decades.

As such, it is an invaluable reference to those working in the design of novel nanostructured materials.

  • Covers emerging applications of nanostructured interfaces, with a focus on sensing, bio-related and environmental applications
  • Provides detailed and up-to-date overviews on the characteristics of nanostructured interfaces and their processing technologies, including materials from multifunctional graphene, to extremophile materials
  • Includes information about versatile technologies, such as colloidal lithography, scanning probe techniques and laser nanostructuring, all of which can all be used to obtain multifunctional 2D and 3D nanotextured interfaces
Magnetic Sensors for Biomedical Applications

Автор: Hadi Heidari, Vahid Nabaei
Название: Magnetic Sensors for Biomedical Applications
ISBN: 1119552176 ISBN-13(EAN): 9781119552178
Издательство: Wiley
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Цена: 15198.00 р.
Наличие на складе: Поставка под заказ.

Описание: An important guide that reviews the basics of magnetic biosensor modeling and simulation Magnetic Sensors for Biomedical Applications offers a comprehensive review of magnetic biosensor modelling and simulation. The authors--noted experts on the topic--explore the model's strengths and weaknesses and discuss the competencies of different modelling software, including homemade and commercial (for example Multi-physics modelling software). The section on sensor materials examines promising materials whose properties have been used for sensing action and predicts future smart-materials that have the potential for sensing application.

Next, the authors present classifications of sensors that are divided into different sub-types. They describe their working and highlight important applications that reveal the benefits and drawbacks of relevant designs. The book also contains information on the most recent developments in the field of each sensor type.

This important book: Provides an even treatment of the major foundations of magnetic biosensorsPresents problem solution methods such as analytical and numericalExplains how solution methods complement each other, and offers information on their materials, design, computer aided modelling and simulation, optimization, and device fabricationDescribes modeling work challenges and solutions Written for students in electrical and electronics engineering, physics, chemistry, biomedical engineering, and biology, Magnetic Sensors for Biomedical Applications offers a guide to the principles of biomagnetic sensors, recent developments, and reveals the impact of sensor modelling and simulation on magnetic sensors.


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