The MICCAI Society book Series – serie
Visar alla böcker i serien The MICCAI Society book Series. Handla med fri frakt och snabb leverans.
19 produkter
Computational Retinal Image Analysis
Tools, Applications and Perspectives
Av Emanuele Trucco, Tom MacGillivray m. fl.
Häftad, 2019
1686 kr
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Computational Retinal Image Analysis: Tools, Applications and Perspectives gives an overview of contemporary retinal image analysis (RIA) in the context of healthcare informatics and artificial intelligence. Specifically, it provides a history of the field, the clinical motivation for RIA, …
Medical Image Recognition, Segmentation and Parsing
Machine Learning and Multiple Object Approaches
Inbunden, 2015
1421 kr
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This book describes the technical problems and solutions for automatically recognizing and parsing a medical image into multiple objects, structures, or anatomies. It gives all the key methods, including state-of- the-art approaches based on machine learning, for recognizing or detecting, parsing …
Machine Learning and Medical Imaging
Av Guorong Wu, Dinggang Shen m. fl.
Inbunden, 2016
1302 kr
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Machine Learning and Medical Imaging presents state-of- the-art machine learning methods in medical image analysis. It first summarizes cutting-edge machine learning algorithms in medical imaging, including not only classical probabilistic modeling and learning methods, but also recent …
Deep Learning for Medical Image Analysis
Av S. Kevin Zhou, S. Kevin Zhou m. fl.
Häftad, 2017
1302 kr
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Deep learning is providing exciting solutions for medical image analysis problems and is seen as a key method for future applications. This book gives a clear understanding of the principles and methods of neural network and deep learning concepts, showing how the algorithms that integrate deep …
Computing and Visualization for Intravascular Imaging and Computer-Assisted Stenting
Av Simone Balocco, Maria A. Zuluaga m. fl.
Inbunden, 2016
1659 kr
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Computing and Visualization for Intravascular Imaging and Computer-Assisted Stenting presents imaging, treatment, and computed assisted technological techniques for diagnostic and intraoperative vascular imaging and stenting. These techniques offer increasingly useful information on vascular …
Biomedical Texture Analysis
Fundamentals, Tools and Challenges
Av Adrien Depeursinge, Omar S Al-Kadi m. fl.
Häftad, 2017
1567 kr
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Biomedical Texture Analysis: Fundamentals, Applications, Tools and Challenges describes the fundamentals and applications of biomedical texture analysis (BTA) for precision medicine. It defines what biomedical textures (BTs) are and why they require specific image analysis design approaches when …
Medical Image Analysis
Av Alejandro Frangi, Jerry Prince m. fl.
Häftad, 2023
1435 kr
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Medical imaging is increasingly at the base of many breakthroughs in biomedical sciences, becoming a fundamental enabling technology of biomedical scientific progress. Medical Image Analysis presents practical knowledge on medical image computing and analysis and is written by top educators and …
Connectomics
Applications to Neuroimaging
Av Brent C. Munsell, Guorong Wu m. fl.
Häftad, 2018
1228 kr
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Connectomics: Applications to Neuroimaging is unique in presenting the frontier of neuro-applications using brain connectomics techniques. The book describes state-of-the-art research that applies brain connectivity analysis techniques to a broad range of neurological and psychiatric disorders …
Imaging Genetics
Av Adrian Dalca, Kayhan N. Batmanghelich m. fl.
Häftad, 2017
1315 kr
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Imaging Genetics presents the latest research in imaging genetics methodology for discovering new associations between imaging and genetic variables, providing an overview of the state-of the-art in the field. Edited and written by leading researchers, this book is a beneficial reference for …
Handbook of Medical Image Computing and Computer Assisted Intervention
Av S. Kevin Zhou, Daniel Rueckert m. fl.
Inbunden, 2019
2283 kr
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Handbook of Medical Image Computing and Computer Assisted Intervention presents important advanced methods and state-of-the art research in medical image computing and computer assisted intervention, providing a comprehensive reference on current technical approaches and solutions, while also …
Radiomics and Its Clinical Application
Artificial Intelligence and Medical Big Data
Häftad, 2021
1302 kr
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The rapid development of artificial intelligence technology in medical data analysis has led to the concept of radiomics. This book introduces the essential and latest technologies in radiomics, such as imaging segmentation, quantitative imaging feature extraction, and machine learning methods for …
Visualization, Visual Analytics and Virtual Reality in Medicine
State-of-the-art Techniques and Applications
Av Bernhard Preim, Renata Raidou m. fl.
Häftad, 2023
1527 kr
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Visualization, Visual Analytics and Virtual Reality in Medicine: State-of-the-art Techniques and Applications describes important techniques and applications that show an understanding of actual user needs as well as technological possibilities. The book includes user research, for example, task …
Biomedical Image Synthesis and Simulation
Methods and Applications
Av Ninon Burgos, David Svoboda
Häftad, 2022
1315 kr
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Biomedical Image Synthesis and Simulation: Methods and Applications presents the basic concepts and applications in image-based simulation and synthesis used in medical and biomedical imaging. The first part of the book introduces and describes the simulation and synthesis methods that were …
Deep Network Design for Medical Image Computing
Principles and Applications
Av Haofu Liao, S. Kevin Zhou m. fl.
Häftad, 2022
1130 kr
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Deep Network Design for Medical Image Computing: Principles and Applications covers a range of MIC tasks and discusses design principles of these tasks for deep learning approaches in medicine. These include skin disease classification, vertebrae identification and localization, cardiac ultrasound …
Deep Learning for Medical Image Analysis
Av S. Kevin Zhou, Hayit Greenspan m. fl.
Häftad, 2023
1290 kr
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Deep Learning for Medical Image Analysis, Second Edition is a great learning resource for academic and industry researchers and graduate students taking courses on machine learning and deep learning for computer vision and medical image computing and analysis. Deep learning provides exciting …
Less-Supervised Segmentation with CNNs
Scenarios, Models and Optimization
Av Jose Dolz, Ismail Ben Ayed m. fl.
Häftad, 2025
1236 kr
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Less-Supervised Segmentation with CNNs: Scenarios, Models and Optimization reviews recent progress in deep learning for image segmentation under scenarios with limited supervision, with a focus on medical imaging. The book presents main approaches and state-of-the-art models and includes a broad …
Meta Learning With Medical Imaging and Health Informatics Applications
Av Hien Van Nguyen, Ronald Summers m. fl.
Häftad, 2022
1328 kr
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Meta-Learning, or learning to learn, has become increasingly popular in recent years. Instead of building AI systems from scratch for each machine learning task, Meta-Learning constructs computational mechanisms to systematically and efficiently adapt to new tasks. The meta-learning paradigm has …
Federated Learning for Medical Imaging
Principles, Algorithms, and Applications
Av Li,Xiaoxia, Xiaoxiao Li m. fl.
Häftad, 2025
1448 kr
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Federated Learning for Medical Imaging: Principles, Algorithms, and Applications gives a deep understanding of the technology of federated learning (FL), the architecture of a federated system, and the algorithms for FL. It shows how FL allows multiple medical institutes to collaboratively train …
Trustworthy AI in Medical Imaging
Av Marco Lorenzi, Maria A Zuluaga
Häftad, 2024
1778 kr
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Trustworthy AI in Medical Imaging brings together scientific researchers, medical experts, and industry partners working in the field of trustworthiness, bridging the gap between AI research and concrete medical applications and making it a learning resource for undergraduates, masters students, …
