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Deep Learning for Medical Decision Support Systems, Kose Utku, Deperlioglu Omer, Alzubi Jafar


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Автор: Kose Utku, Deperlioglu Omer, Alzubi Jafar
Название:  Deep Learning for Medical Decision Support Systems
ISBN: 9789811563249
Издательство: Springer
Классификация:



ISBN-10: 9811563241
Обложка/Формат: Hardcover
Страницы: 171
Вес: 0.45 кг.
Дата издания: 18.06.2020
Серия: Studies in computational intelligence
Язык: English
Издание: 1st ed. 2021
Иллюстрации: 60 illustrations, color; 3 illustrations, black and white; xviii, 171 p. 63 illus., 60 illus. in color.
Размер: 23.39 x 15.60 x 1.27 cm
Читательская аудитория: Professional & vocational
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание: This book explores various applications of deep learning-oriented diagnosis leading to decision support, while also outlining the future face of medical decision support systems.

Artificial Intelligence in Decision Support Systems for Diagnosis in Medical Imaging

Автор: Kenji Suzuki; Yisong Chen
Название: Artificial Intelligence in Decision Support Systems for Diagnosis in Medical Imaging
ISBN: 3319688421 ISBN-13(EAN): 9783319688428
Издательство: Springer
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Цена: 149060.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book offers the first comprehensive overview of artificial intelligence (AI) technologies in decision support systems for diagnosis based on medical images, presenting cutting-edge insights from thirteen leading research groups around the world. Medical imaging offers essential information on patients’ medical condition, and clues to causes of their symptoms and diseases. Modern imaging modalities, however, also produce a large number of images that physicians have to accurately interpret. This can lead to an “information overload” for physicians, and can complicate their decision-making. As such, intelligent decision support systems have become a vital element in medical-image-based diagnosis and treatment. Presenting extensive information on this growing field of AI, the book offers a valuable reference guide for professors, students, researchers and professionals who want to learn about the most recent developments and advances in the field.

Advances in Intelligent Analysis of Medical Data and Decision Support Systems

Автор: Roumen Kountchev; Barna Iantovics
Название: Advances in Intelligent Analysis of Medical Data and Decision Support Systems
ISBN: 3319000284 ISBN-13(EAN): 9783319000282
Издательство: Springer
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Цена: 130610.00 T
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Описание: This book presents new ideas and advances in medical informatics systems, including intelligent archiving, processing, analysis and search-by-content which will improve the quality of the medical services for every patient and for the global healthcare system.

Advances in Intelligent Analysis of Medical Data and Decision Support Systems

Автор: Roumen Kountchev; Barna Iantovics
Название: Advances in Intelligent Analysis of Medical Data and Decision Support Systems
ISBN: 3319033751 ISBN-13(EAN): 9783319033754
Издательство: Springer
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Цена: 113180.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book presents new ideas and advances in medical informatics systems, including intelligent archiving, processing, analysis and search-by-content which will improve the quality of the medical services for every patient and for the global healthcare system.

Artificial Intelligence in Decision Support Systems for Diagnosis in Medical Imaging

Автор: Kenji Suzuki; Yisong Chen
Название: Artificial Intelligence in Decision Support Systems for Diagnosis in Medical Imaging
ISBN: 3319886665 ISBN-13(EAN): 9783319886664
Издательство: Springer
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Цена: 107130.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book offers the first comprehensive overview of artificial intelligence (AI) technologies in decision support systems for diagnosis based on medical images, presenting cutting-edge insights from thirteen leading research groups around the world. Medical imaging offers essential information on patients’ medical condition, and clues to causes of their symptoms and diseases. Modern imaging modalities, however, also produce a large number of images that physicians have to accurately interpret. This can lead to an “information overload” for physicians, and can complicate their decision-making. As such, intelligent decision support systems have become a vital element in medical-image-based diagnosis and treatment. Presenting extensive information on this growing field of AI, the book offers a valuable reference guide for professors, students, researchers and professionals who want to learn about the most recent developments and advances in the field.

Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support

Автор: M. Jorge Cardoso; Tal Arbel; Gustavo Carneiro; Tan
Название: Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support
ISBN: 3319675575 ISBN-13(EAN): 9783319675572
Издательство: Springer
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Цена: 60550.00 T
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Описание:

This book constitutes the refereed joint proceedings of the Third International Workshop on Deep Learning in Medical Image Analysis, DLMIA 2017, and the 6th International Workshop on Multimodal Learning for Clinical Decision Support, ML-CDS 2017, held in conjunction with the 20th International Conference on Medical Imaging and Computer-Assisted Intervention, MICCAI 2017, in Quebec City, QC, Canada, in September 2017.

The 38 full papers presented at DLMIA 2017 and the 5 full papers presented at ML-CDS 2017 were carefully reviewed and selected. The DLMIA papers focus on the design and use of deep learning methods in medical imaging. The ML-CDS papers discuss new techniques of multimodal mining/retrieval and their use in clinical decision support.


Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support

Автор: Danail Stoyanov; Zeike Taylor; Gustavo Carneiro; T
Название: Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support
ISBN: 3030008886 ISBN-13(EAN): 9783030008888
Издательство: Springer
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Цена: 61480.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book constitutes the refereed joint proceedings of the 4th International Workshop on Deep Learning in Medical Image Analysis, DLMIA 2018, and the 8th International Workshop on Multimodal Learning for Clinical Decision Support, ML-CDS 2018, held in conjunction with the 21st International Conference on Medical Imaging and Computer-Assisted Intervention, MICCAI 2018, in Granada, Spain, in September 2018.The 39 full papers presented at DLMIA 2018 and the 4 full papers presented at ML-CDS 2018 were carefully reviewed and selected from 85 submissions to DLMIA and 6 submissions to ML-CDS. The DLMIA papers focus on the design and use of deep learning methods in medical imaging. The ML-CDS papers discuss new techniques of multimodal mining/retrieval and their use in clinical decision support.

Study Guide to Accompany Pathophysiology

Автор: Carie A. Braun, Cindy M. Anderson
Название: Study Guide to Accompany Pathophysiology
ISBN: 1496352076 ISBN-13(EAN): 9781496352071
Издательство: Lippincott Williams & Wilkins
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Цена: 45750.00 T
Наличие на складе: Невозможна поставка.
Описание: Publisher's Note: Products purchased from 3rd Party sellers are not guaranteed by the Publisher for quality, authenticity, or access to any online entitlements included with the product.

This companion Study Guide is a valuable learning resource that helps students better understand the principles of pathophysiology by reinforcing key concepts covered in the textbook. The Study Guide offers a variety of exercises that make it easy for students to understand essential information and build their critical-thinking skills. Plus, a special section on developing successful study habits helps them effectively prepare for quizzes and examinations.

  • Chapter Review Questions
  • Concept Map Exercises
  • Case Study Questions
  • Lists of Key Terms


Medical Content-Based Retrieval for Clinical Decision Support

Автор: Henning M?ller; Tanveer Syeda-Mahmood; James Dunca
Название: Medical Content-Based Retrieval for Clinical Decision Support
ISBN: 3642117686 ISBN-13(EAN): 9783642117688
Издательство: Springer
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Цена: 65210.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Constitutes the refereed proceedings of the first MICCAI Workshop on Medical Content-Based Retrieval for Clinical Decision Support, MCBR_CBS 2009, held in London, UK, in September 2009. This book includes the papers that are divided on several topics on medical image retrieval, clinical decision making and multimodal fusion.

Computational intelligence for decision support in cyber-physical systems

Название: Computational intelligence for decision support in cyber-physical systems
ISBN: 9814585351 ISBN-13(EAN): 9789814585354
Издательство: Springer
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Цена: 148020.00 T
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Описание: Computational Intelligence for Decision Support in Cyber-Physical Systems

Advanced Intelligent Computational Technologies and Decision Support Systems

Автор: Barna Iantovics; Roumen Kountchev
Название: Advanced Intelligent Computational Technologies and Decision Support Systems
ISBN: 3319004662 ISBN-13(EAN): 9783319004662
Издательство: Springer
Рейтинг:
Цена: 130430.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book offers ideas, algorithms and case studies on such topics as intelligent predictive diagnosis; analysis of medical images; Medical Decision Support Systems; computational tools for fetal monitoring; Electronic Healthcare Record Systems and more.

Intelligent Decision Support Systems for Sustainable Computing

Автор: Arun Kumar Sangaiah; Ajith Abraham; Patrick Siarry
Название: Intelligent Decision Support Systems for Sustainable Computing
ISBN: 3319531522 ISBN-13(EAN): 9783319531526
Издательство: Springer
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Цена: 139750.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Intelligent Decision Support Systems for Sustainable Computing.- A Genetic Algorithm based Efficient Load Distribution Strategy for Handling Large Scale Workloads on Sustainable Computing Systems.- Efficiency in Energy Decision Support Systems using Soft Computing Techniques.- Computational Intelligence Based Heuristic Approach for Maximizing Energy Efficiency in Internet of Things.- Distributed Algorithm with Inherent Intelligence for Multi-Cloud Resource Provisioning.- Parameter Optimization methods based on Computational Intelligence Techniques in Context of Sustainable Computing.- The Maximum Power Point tracking using Fuzzy Logic Algorithm for DC Motor based Conveyor System.- Differential Evolution Based Significant Data Region Identification on Large Storage Drives.- A Fuzzy Based Power Switching Selection for Residential Application to beat Peak Time Power Demand.- Energy Saving Using Memorization: A Novel Energy-Efficient and Fault Tolerant Algorithm.- Analyzing Slavic Textual Sentiment using Deep Convolutional Neural Networks.- Intelligent Decision Support System for an Integrated Pest Management in Apple Orchard.- Analysis of Error Propagation in Safety Critical Software Systems: An Approach based on UGF.- A Framework for Analyzing Uncertainty in Data using Computational Intelligence Techniques.-


Intelligent Medical Decision Support System Based on Imperfect Information

Автор: Krzysztof Dyczkowski
Название: Intelligent Medical Decision Support System Based on Imperfect Information
ISBN: 3319670042 ISBN-13(EAN): 9783319670041
Издательство: Springer
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Цена: 111790.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book discusses computer-supported medical diagnosis with a particular focus on ovarian tumor diagnosis - since ovarian cancer is difficult to diagnose and has high mortality rates, especially in Central and Eastern Europe.


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