Recent Advances in Computational Methods and Clinical Applications for Spine Imaging

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Publisher : Springer
ISBN 13 : 3319141481
Total Pages : 259 pages
Book Rating : 4.3/5 (191 download)

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Book Synopsis Recent Advances in Computational Methods and Clinical Applications for Spine Imaging by : Jianhua Yao

Download or read book Recent Advances in Computational Methods and Clinical Applications for Spine Imaging written by Jianhua Yao and published by Springer. This book was released on 2015-02-09 with total page 259 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 and Clinical Applications for Spine Imaging

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Publisher : Springer
ISBN 13 : 3319418270
Total Pages : 159 pages
Book Rating : 4.3/5 (194 download)

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Book Synopsis Computational Methods and Clinical Applications for Spine Imaging by : Tomaž Vrtovec

Download or read book Computational Methods and Clinical Applications for Spine Imaging written by Tomaž Vrtovec and published by Springer. This book was released on 2016-07-20 with total page 159 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the Third International Workshop and Challenge on Computational Methods and Clinical Applications for Spine Imaging, CSI 2015, held in conjunction with MICCAI 2015, in Munich, Germany, in October 2015. The 9 workshop papers and 6 challenge contributions were carefully reviewed and selected for inclusion in this volume. The papers cover all major aspects related to spine imaging.

Computational Methods and Clinical Applications for Spine Imaging

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Publisher : Springer Nature
ISBN 13 : 3030397521
Total Pages : 120 pages
Book Rating : 4.0/5 (33 download)

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Book Synopsis Computational Methods and Clinical Applications for Spine Imaging by : Yunliang Cai

Download or read book Computational Methods and Clinical Applications for Spine Imaging written by Yunliang Cai and published by Springer Nature. This book was released on 2020-01-31 with total page 120 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the 7th International Workshop and Challenge on Computational Methods and Clinical Applications for Spine Imaging, CSI 2019, which was held in conjunction with MICCAI on October 17, 2019, in Shenzhen, China. All submissions were accepted for publication; the book contains 5 peer-reviewed regular papers, covering topics of vertrebra detection, spine segmentation and image-based diagnosis, and 9 challenge papers, investigating (semi-)automatic spinal curvature estimation algorithms and providing a standard evaluation framework with a set of x-ray images.

Computational Methods and Clinical Applications for Spine Imaging

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Publisher : Springer
ISBN 13 : 3030137368
Total Pages : 181 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Computational Methods and Clinical Applications for Spine Imaging by : Guoyan Zheng

Download or read book Computational Methods and Clinical Applications for Spine Imaging written by Guoyan Zheng and published by Springer. This book was released on 2019-03-15 with total page 181 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 5th International Workshop and Challenge on Computational Methods and Clinical Applications for Spine Imaging, CSI 2018, held in conjunction with MICCAI 2018, in Granada, Spain, in September 2018. The 8 full papers presented together with 8 short papers and 1 keynote were carefully reviewed and selected for inclusion in this volume. Papers on novel methodology and clinical research, and also papers which demonstrate the performance of methods on the provided challenges, the aim is to cover both theoretical and very practical aspects of computerized spinal imaging.

Computational Methods and Clinical Applications for Spine Imaging

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Publisher : Springer
ISBN 13 : 9783319358055
Total Pages : 0 pages
Book Rating : 4.3/5 (58 download)

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Book Synopsis Computational Methods and Clinical Applications for Spine Imaging by : Jianhua Yao

Download or read book Computational Methods and Clinical Applications for Spine Imaging written by Jianhua Yao and published by Springer. This book was released on 2016-09-10 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book contains the full papers presented at the MICCAI 2013 workshop Computational Methods and Clinical Applications for Spine Imaging. The workshop brought together researchers representing several fields, such as Biomechanics, Engineering, Medicine, Mathematics, Physics and Statistic. The works included in this book present and discuss new trends in those 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 modelling, simulation and surgical planning, image guided robot assisted surgical and image based diagnosis.

Computational Methods and Clinical Applications for Spine Imaging

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Publisher : Springer
ISBN 13 : 3319550500
Total Pages : 147 pages
Book Rating : 4.3/5 (195 download)

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Book Synopsis Computational Methods and Clinical Applications for Spine Imaging by : Jianhua Yao

Download or read book Computational Methods and Clinical Applications for Spine Imaging written by Jianhua Yao and published by Springer. This book was released on 2017-02-28 with total page 147 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 4th International Workshop and Challenge on Computational Methods and Clinical Applications for Spine Imaging, CSI 2016, held in conjunction with MICCAI 2016, in Athens, Greece, in October 2016. The 13 workshop papers were carefully reviewed and selected for inclusion in this volume. They aim at reviewing the state-of-the-art techniques, sharing the novel and emerging analysis and visualization techniques and discussing the clinical challenges and open problems in this rapidly growing field - including all major aspects of problems related to spine imaging, including clinical applications of spine imaging, computer aided diagnosis of spine conditions, computer aided detection of spine-related diseases, emerging computational imaging techniques for spinal diseases, fast 3D reconstruction of spine, feature extraction, multiscale analysis, pattern recognition, image enhancement of spine imaging, image-guided spine intervention and treatment, multimodal image registration and fusion for spine imaging, novel visualization techniques, segmentation techniques for spine imaging, statistical and geometric modeling for spine and vertebra, spine and vertebra localization.

Spinal Imaging and Image Analysis

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Publisher : Springer
ISBN 13 : 3319125087
Total Pages : 508 pages
Book Rating : 4.3/5 (191 download)

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Book Synopsis Spinal Imaging and Image Analysis by : Shuo Li

Download or read book Spinal Imaging and Image Analysis written by Shuo Li and published by Springer. This book was released on 2014-12-17 with total page 508 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is instrumental to building a bridge between scientists and clinicians in the field of spine imaging by introducing state-of-the-art computational methods in the context of clinical applications. Spine imaging via computed tomography, magnetic resonance imaging, and other radiologic imaging modalities, is essential for noninvasively visualizing and assessing spinal pathology. Computational methods support and enhance the physician’s ability to utilize these imaging techniques for diagnosis, non-invasive treatment, and intervention in clinical practice. Chapters cover a broad range of topics encompassing radiological imaging modalities, clinical imaging applications for common spine diseases, image processing, computer-aided diagnosis, quantitative analysis, data reconstruction and visualization, statistical modeling, image-guided spine intervention, and robotic surgery. This volume serves a broad audience as contributions were written by both clinicians and researchers, which reflects the intended readership as well, being a potentially comprehensive book for all spine related clinicians, technicians, scientists, and graduate students.

Computational Methods and Clinical Applications in Musculoskeletal Imaging

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Publisher : Springer
ISBN 13 : 3319741136
Total Pages : 161 pages
Book Rating : 4.3/5 (197 download)

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Book Synopsis Computational Methods and Clinical Applications in Musculoskeletal Imaging by : Ben Glocker

Download or read book Computational Methods and Clinical Applications in Musculoskeletal Imaging written by Ben Glocker and published by Springer. This book was released on 2018-01-26 with total page 161 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 5th International Workshop and Challenge on Computational Methods and Clinical Applications for Musculoskeletal Imaging, MSKI 2017, held in conjunction with MICCAI 2017, in Quebec City, QC, Canada, in September 2017. The 13 workshop papers were carefully reviewed and selected for inclusion in this volume. Topics of interest include all major aspects of musculoskeletal imaging, for example: clinical applications of musculoskeletal computational imaging; computer-aided detection and diagnosis of conditions of the bones, muscles and joints; image-guided musculoskeletal surgery and interventions; image-based assessment and monitoring of surgical and pharmacological treatment; segmentation, registration, detection, localization and visualization of the musculoskeletal anatomy; statistical and geometrical modeling of the musculoskeletal shape and appearance; image-based microstructural characterization of musculoskeletal tissue; novel techniques for musculoskeletal imaging.

World Congress on Medical Physics and Biomedical Engineering 2018

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Publisher : Springer
ISBN 13 : 9811090351
Total Pages : 894 pages
Book Rating : 4.8/5 (11 download)

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Book Synopsis World Congress on Medical Physics and Biomedical Engineering 2018 by : Lenka Lhotska

Download or read book World Congress on Medical Physics and Biomedical Engineering 2018 written by Lenka Lhotska and published by Springer. This book was released on 2018-05-29 with total page 894 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book (vol. 1) presents the proceedings of the IUPESM World Congress on Biomedical Engineering and Medical Physics, a triennially organized joint meeting of medical physicists, biomedical engineers and adjoining health care professionals. Besides the purely scientific and technological topics, the 2018 Congress will also focus on other aspects of professional involvement in health care, such as education and training, accreditation and certification, health technology assessment and patient safety. The IUPESM meeting is an important forum for medical physicists and biomedical engineers in medicine and healthcare learn and share knowledge, and discuss the latest research outcomes and technological advancements as well as new ideas in both medical physics and biomedical engineering field.

Computational Methods and Clinical Applications in Musculoskeletal Imaging

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Publisher : Springer
ISBN 13 : 3030111660
Total Pages : 153 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Computational Methods and Clinical Applications in Musculoskeletal Imaging by : Tomaž Vrtovec

Download or read book Computational Methods and Clinical Applications in Musculoskeletal Imaging written by Tomaž Vrtovec and published by Springer. This book was released on 2019-01-08 with total page 153 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 6th International Workshop on Computational Methods and Clinical Applications for Musculoskeletal Imaging, MSKI 2018, held in conjunction with MICCAI 2018, in Granada, Spain, in September 2018. The 13 workshop papers were carefully reviewed and selected for inclusion in this volume. Topics of interest include all major aspects of musculoskeletal imaging, for example: clinical applications of musculoskeletal computational imaging; computer-aided detection and diagnosis of conditions of the bones, muscles and joints; image-guided musculoskeletal surgery and interventions; image-based assessment and monitoring of surgical and pharmacological treatment; segmentation, registration, detection, localization and visualization of the musculoskeletal anatomy; statistical and geometrical modeling of the musculoskeletal shape and appearance; image-based microstructural characterization of musculoskeletal tissue; novel techniques for musculoskeletal imaging.

Advances in Computational Techniques for Biomedical Image Analysis

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Publisher : Academic Press
ISBN 13 : 0128204117
Total Pages : 324 pages
Book Rating : 4.1/5 (282 download)

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Book Synopsis Advances in Computational Techniques for Biomedical Image Analysis by : Deepika Koundal

Download or read book Advances in Computational Techniques for Biomedical Image Analysis written by Deepika Koundal and published by Academic Press. This book was released on 2020-05-28 with total page 324 pages. Available in PDF, EPUB and Kindle. Book excerpt: Advances in Computational Techniques for Biomedical Image Analysis: Methods and Applications focuses on post-acquisition challenges such as image enhancement, detection of edges and objects, analysis of shape, quantification of texture and sharpness, and pattern analysis. It discusses the archiving and transfer of images, presents a selection of techniques for the enhancement of contrast and edges, for noise reduction and for edge-preserving smoothing. It examines various feature detection and segmentation techniques, together with methods for computing a registration or normalization transformation. Advances in Computational Techniques for Biomedical Image Analysis: Method and Applications is ideal for researchers and post graduate students developing systems and tools for health-care systems. Covers various challenges and common research issues related to biomedical image analysis Describes advanced computational approaches for biomedical image analysis Shows how algorithms are applied to a broad range of application areas, including Chest X-ray, breast CAD, lung and chest, microscopy and pathology, etc. Explores a range of computational algorithms and techniques, such as neural networks, fuzzy sets, and evolutionary optimization Explores cloud based medical imaging together with medical imaging security and forensics

Computed Tomography

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Publisher : BoD – Books on Demand
ISBN 13 : 9535133675
Total Pages : 302 pages
Book Rating : 4.5/5 (351 download)

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Book Synopsis Computed Tomography by : Ahmet Mesrur Halefoğlu

Download or read book Computed Tomography written by Ahmet Mesrur Halefoğlu and published by BoD – Books on Demand. This book was released on 2017-08-09 with total page 302 pages. Available in PDF, EPUB and Kindle. Book excerpt: The advent and rapid diffusion of advanced multidetector-row scanner technology offers comprehensive evaluation of different anatomic structures in daily practice. The aim of this book is to introduce the applications of CT imaging in not only general medicine but also in different fields especially in veterinary medicine, dentistry, and engineering. Recent developments in CT technology have led to a widening of its applications on many areas like material testing in engineering, 3D evaluation of teeth, and the vascular and cardiac evaluations of small animals.

Medical Image Computing and Computer-Assisted Intervention − MICCAI 2017

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Publisher : Springer
ISBN 13 : 331966185X
Total Pages : 785 pages
Book Rating : 4.3/5 (196 download)

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Book Synopsis Medical Image Computing and Computer-Assisted Intervention − MICCAI 2017 by : Maxime Descoteaux

Download or read book Medical Image Computing and Computer-Assisted Intervention − MICCAI 2017 written by Maxime Descoteaux and published by Springer. This book was released on 2017-09-03 with total page 785 pages. Available in PDF, EPUB and Kindle. Book excerpt: The three-volume set LNCS 10433, 10434, and 10435 constitutes the refereed proceedings of the 20th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2017, held inQuebec City, Canada, in September 2017. The 255 revised full papers presented were carefully reviewed and selected from 800 submissions in a two-phase review process. The papers have been organized in the following topical sections: Part I: atlas and surface-based techniques; shape and patch-based techniques; registration techniques, functional imaging, connectivity, and brain parcellation; diffusion magnetic resonance imaging (dMRI) and tensor/fiber processing; and image segmentation and modelling. Part II: optical imaging; airway and vessel analysis; motion and cardiac analysis; tumor processing; planning and simulation for medical interventions; interventional imaging and navigation; and medical image computing. Part III: feature extraction and classification techniques; and machine learning in medical image computing.

Information Processing in Medical Imaging

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Publisher : Springer Nature
ISBN 13 : 3030781917
Total Pages : 784 pages
Book Rating : 4.0/5 (37 download)

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Book Synopsis Information Processing in Medical Imaging by : Aasa Feragen

Download or read book Information Processing in Medical Imaging written by Aasa Feragen and published by Springer Nature. This book was released on 2021-06-20 with total page 784 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the 27th International Conference on Information Processing in Medical Imaging, IPMI 2021, which was held online during June 28-30, 2021. The conference was originally planned to take place in Bornholm, Denmark, but changed to a virtual format due to the COVID-19 pandemic. The 59 full papers presented in this volume were carefully reviewed and selected from 200 submissions. They were organized in topical sections as follows: registration; causal models and interpretability; generative modelling; shape; brain connectivity; representation learning; segmentation; sequential modelling; learning with few or low quality labels; uncertainty quantification and generative modelling; and deep learning.

Applications of Machine Learning and Deep Learning on Biological Data

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Publisher : CRC Press
ISBN 13 : 1000833798
Total Pages : 233 pages
Book Rating : 4.0/5 (8 download)

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Book Synopsis Applications of Machine Learning and Deep Learning on Biological Data by : Faheem Masoodi

Download or read book Applications of Machine Learning and Deep Learning on Biological Data written by Faheem Masoodi and published by CRC Press. This book was released on 2023-03-13 with total page 233 pages. Available in PDF, EPUB and Kindle. Book excerpt: The automated learning of machines characterizes machine learning (ML). It focuses on making data-driven predictions using programmed algorithms. ML has several applications, including bioinformatics, which is a discipline of study and practice that deals with applying computational derivations to obtain biological data. It involves the collection, retrieval, storage, manipulation, and modeling of data for analysis or prediction made using customized software. Previously, comprehensive programming of bioinformatical algorithms was an extremely laborious task for such applications as predicting protein structures. Now, algorithms using ML and deep learning (DL) have increased the speed and efficacy of programming such algorithms. Applications of Machine Learning and Deep Learning on Biological Data is an examination of applying ML and DL to such areas as proteomics, genomics, microarrays, text mining, and systems biology. The key objective is to cover ML applications to biological science problems, focusing on problems related to bioinformatics. The book looks at cutting-edge research topics and methodologies in ML applied to the rapidly advancing discipline of bioinformatics. ML and DL applied to biological and neuroimaging data can open new frontiers for biomedical engineering, such as refining the understanding of complex diseases, including cancer and neurodegenerative and psychiatric disorders. Advances in this field could eventually lead to the development of precision medicine and automated diagnostic tools capable of tailoring medical treatments to individual lifestyles, variability, and the environment. Highlights include: Artificial Intelligence in treating and diagnosing schizophrenia An analysis of ML’s and DL’s financial effect on healthcare An XGBoost-based classification method for breast cancer classification Using ML to predict squamous diseases ML and DL applications in genomics and proteomics Applying ML and DL to biological data

New Developments on Computational Methods and Imaging in Biomechanics and Biomedical Engineering

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Publisher : Springer
ISBN 13 : 3030230732
Total Pages : 160 pages
Book Rating : 4.0/5 (32 download)

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Book Synopsis New Developments on Computational Methods and Imaging in Biomechanics and Biomedical Engineering by : João Manuel R. S. Tavares

Download or read book New Developments on Computational Methods and Imaging in Biomechanics and Biomedical Engineering written by João Manuel R. S. Tavares and published by Springer. This book was released on 2019-07-26 with total page 160 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book gathers selected, extended and revised contributions to the 15th International Symposium on Computer Methods in Biomechanics and Biomedical Engineering (CMBBE2018), and the 3rd Conference on Imaging and Visualization, which took place on 26-29 March, 2018, in Lisbon, Portugal. The respective chapters highlight cutting-edge methods, e.g. new algorithms, image analysis techniques, and multibody modeling methods; and new findings obtained by applying them in biological and/or medical contexts. Original numerical studies, Monte Carlo simulations, FEM analyses and reaction-diffusion models are described in detail, together with intriguing new applications. The book offers a timely source of information for biologists, engineers, applied mathematicians and clinical researchers working on multidisciplinary projects, and is also intended to foster closer collaboration between these groups.

Deep Learning and Convolutional Neural Networks for Medical Image Computing

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Publisher : Springer
ISBN 13 : 331942999X
Total Pages : 326 pages
Book Rating : 4.3/5 (194 download)

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Book Synopsis Deep Learning and Convolutional Neural Networks for Medical Image Computing by : Le Lu

Download or read book Deep Learning and Convolutional Neural Networks for Medical Image Computing written by Le Lu and published by Springer. This book was released on 2017-07-12 with total page 326 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents a detailed review of the state of the art in deep learning approaches for semantic object detection and segmentation in medical image computing, and large-scale radiology database mining. A particular focus is placed on the application of convolutional neural networks, with the theory supported by practical examples. Features: highlights how the use of deep neural networks can address new questions and protocols, as well as improve upon existing challenges in medical image computing; discusses the insightful research experience of Dr. Ronald M. Summers; presents a comprehensive review of the latest research and literature; describes a range of different methods that make use of deep learning for object or landmark detection tasks in 2D and 3D medical imaging; examines a varied selection of techniques for semantic segmentation using deep learning principles in medical imaging; introduces a novel approach to interleaved text and image deep mining on a large-scale radiology image database.