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Hybrid Machine Intelligence for Medical Image Analysis, Siddhartha Bhattacharyya; Debanjan Konar; Jan Plat


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Цена: 13974.00р.
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Автор: Siddhartha Bhattacharyya; Debanjan Konar; Jan Plat
Название:  Hybrid Machine Intelligence for Medical Image Analysis
ISBN: 9789811389290
Издательство: Springer
Классификация:




ISBN-10: 9811389292
Обложка/Формат: Hardcover
Страницы: 293
Вес: 0.64 кг.
Дата издания: 2020
Серия: Studies in Computational Intelligence
Язык: English
Издание: 1st ed. 2020
Иллюстрации: 50 tables, color; 103 illustrations, color; 64 illustrations, black and white; xvi, 293 p. 167 illus., 103 illus. in color.
Размер: 234 x 156 x 19
Читательская аудитория: Professional & vocational
Основная тема: Engineering
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание: The book discusses the impact of machine learning and computational intelligent algorithms on medical image data processing, and introduces the latest trends in machine learning technologies and computational intelligence for intelligent medical image analysis. The topics covered include automated region of interest detection of magnetic resonance images based on center of gravity; brain tumor detection through low-level features detection; automatic MRI image segmentation for brain tumor detection using the multi-level sigmoid activation function; and computer-aided detection of mammographic lesions using convolutional neural networks.
Дополнительное описание: Preface.- Introduction.- Brain Tumor Segmentation from T1 Weighted MRI Images Using Rough Set Reduct and Quantum Inspired Particle Swarm Optimization.- Automated Region of Interest detection of Magnetic Resonance (MR) images by Center of Gravity (CoG).- B



Advancement of Machine Intelligence in Interactive Medical Image Analysis

Автор: Om Prakash Verma; Sudipta Roy; Subhash Chandra Pan
Название: Advancement of Machine Intelligence in Interactive Medical Image Analysis
ISBN: 9811510997 ISBN-13(EAN): 9789811510991
Издательство: Springer
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Цена: 20962.00 р.
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Описание: The book discusses major technical advances and research findings in the field of machine intelligence in medical image analysis. This book provides insights into the basic science involved in processing, analysing, and utilising all aspects of advanced computational intelligence in medical decision-making based on medical imaging.

Fuzzy Logic Dynamics and Machine Prediction for Failure Analysis

Автор: Mushiri Tawanda
Название: Fuzzy Logic Dynamics and Machine Prediction for Failure Analysis
ISBN: 1522532447 ISBN-13(EAN): 9781522532446
Издательство: Mare Nostrum (Eurospan)
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Цена: 32848.00 р.
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Описание: In the fast pace of the modern world it is important, more than ever, for factories to know how and why their machines are failing and what can be done to prevent it. As such, it is imperative that new research is conducted to make sure that factories can operate as efficiently as possible. Fuzzy Logic Dynamics and Machine Prediction for Failure Analysis is an essential reference source for the newest research on the risk assessment matrix, ladder logic, and computerized maintenance management systems (CMMS). Featuring widespread coverage across a variety of related viewpoints and topics, such as the Ishikawa diagram, machinery failure analysis and troubleshooting, model reference adaptive control systems, and proportional–integral–derivative (PID) controllers, this book is ideally designed for professionals, upper-level students, and academics seeking current research on the implementation of fuzzy logic in machine prediction failure.

Behavior trees in robotics and al

Автор: Collendanchise, Michele (italian Institute Of Technology, Genova, Italy) Ogren, Petter (kth Royal Institute Of Technology, Stockholm, Sweden)
Название: Behavior trees in robotics and al
ISBN: 1138593737 ISBN-13(EAN): 9781138593732
Издательство: Taylor&Francis
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Цена: 12707.00 р.
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Описание: This is the first book on Behavior Trees (BTs) in robotics and AI.

Computer Age Statistical Inference

Автор: Bradley Efron and Trevor Hastie
Название: Computer Age Statistical Inference
ISBN: 1107149894 ISBN-13(EAN): 9781107149892
Издательство: Cambridge Academ
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Цена: 9029.00 р.
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Описание: The twenty-first century has seen a breathtaking expansion of statistical methodology, both in scope and in influence. 'Big data', 'data science', and 'machine learning' have become familiar terms in the news, as statistical methods are brought to bear upon the enormous data sets of modern science and commerce. How did we get here? And where are we going? This book takes us on an exhilarating journey through the revolution in data analysis following the introduction of electronic computation in the 1950s. Beginning with classical inferential theories - Bayesian, frequentist, Fisherian - individual chapters take up a series of influential topics: survival analysis, logistic regression, empirical Bayes, the jackknife and bootstrap, random forests, neural networks, Markov chain Monte Carlo, inference after model selection, and dozens more. The distinctly modern approach integrates methodology and algorithms with statistical inference. The book ends with speculation on the future direction of statistics and data science.

Computer Vision and Machine Intelligence in Medical Image Analysis

Автор: Mousumi Gupta; Debanjan Konar; Siddhartha Bhattach
Название: Computer Vision and Machine Intelligence in Medical Image Analysis
ISBN: 9811387974 ISBN-13(EAN): 9789811387975
Издательство: Springer
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Цена: 20962.00 р.
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Описание: This book includes high-quality papers presented at the Symposium 2019, organised by Sikkim Manipal Institute of Technology (SMIT), in Sikkim from 26–27 February 2019. It discusses common research problems and challenges in medical image analysis, such as deep learning methods. It also discusses how these theories can be applied to a broad range of application areas, including lung and chest x-ray, breast CAD, microscopy and pathology. The studies included mainly focus on the detection of events from biomedical signals.

AI and Human Thought and Emotion

Автор: Sam Freed
Название: AI and Human Thought and Emotion
ISBN: 0367029294 ISBN-13(EAN): 9780367029296
Издательство: Taylor&Francis
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Цена: 16078.00 р.
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Описание: This reference work examines how human thought processes and emotion can be captured by artificial intelligence (AI) algorithms and code. It provides a theoretical framework and demonstrates how code can be generate on the basis of the framework.

Interpretability of Machine Intelligence in Medical Image Computing and Multimodal Learning for Clinical Decision Support

Автор: Kenji Suzuki; Mauricio Reyes; Tanveer Syeda-Mahmoo
Название: Interpretability of Machine Intelligence in Medical Image Computing and Multimodal Learning for Clinical Decision Support
ISBN: 3030338495 ISBN-13(EAN): 9783030338497
Издательство: Springer
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Цена: 6986.00 р.
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Описание:

Second International Workshop on Interpretability of Machine Intelligence in Medical Image Computing (iMIMIC 2019).- Testing the robustness of attribution methods for convolutional neural networks in MRI-based Alzheimer's disease classification.- UBS: A Dimension-Agnostic Metric for Concept Vector Interpretability Applied to Radiomics.- Generation of Multimodal Justification Using Visual Word Constraint Model for Explainable Computer-Aided Diagnosis.- Incorporating Task-Specific Structural Knowledge into CNNs for Brain Midline Shift Detection.- Guideline-based Additive Explanation for Computer-Aided Diagnosis of Lung Nodules.- Deep neural network or dermatologist?.- Towards Interpretability of Segmentation Networks by analyzing DeepDreams.- 9th International Workshop on Multimodal Learning for Clinical Decision Support (ML-CDS 2019).- Towards Automatic Diagnosis from Multi-modal Medical Data.- Deep Learning based Multi-Modal Registration for Retinal Imaging.- Automated Enriched Medical Concept Generation for Chest X-ray Images.

Risks of Artificial Intelligence

Название: Risks of Artificial Intelligence
ISBN: 1498734820 ISBN-13(EAN): 9781498734820
Издательство: Taylor&Francis
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Цена: 19140.00 р.
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Описание:

If the intelligence of artificial systems were to surpass that of humans, humanity would face significant risks. The time has come to consider these issues, and this consideration must include progress in artificial intelligence (AI) as much as insights from AI theory.

Featuring contributions from leading experts and thinkers in artificial intelligence, Risks of Artificial Intelligence is the first volume of collected chapters dedicated to examining the risks of AI. The book evaluates predictions of the future of AI, proposes ways to ensure that AI systems will be beneficial to humans, and then critically evaluates such proposals.

The book covers the latest research on the risks and future impacts of AI. It starts with an introduction to the problem of risk and the future of artificial intelligence, followed by a discussion (Armstrong/Sokala/ h igeartaigh) on how predictions of its future have fared to date.

Omohundro makes the point that even an innocuous artificial agent can easily turn into a serious threat for humans. T. Goertzel explains how to succeed in the design of artificial agents. But will these be a threat for humanity, or a useful tool? Ways to assure beneficial outcomes through 'machine ethics' and 'utility functions' are discussed by Brundage and Yampolskiy.

B. Goertzel and Potapov/Rodionov propose 'learning' and 'empathy' as paths towards safer AI while Kornai explains how the impact of AI may be bounded. Sandberg explains the implications of human-like AI via the technique of brain emulation. Dewey discusses strategies to deal with the 'fast takeoff' of artificial intelligence and, finally, Bishop explains why there is no need to worry because computers will remain in a state of 'artificial stupidity'.

Sharing insights from leading thinkers in artificial intelligence, this book provides you with an expert-level perspective of what is on the horizon for AI, whether it will be a threat for humanity, and how we might counteract this threat.

Contemporary artificial intelligence, second edition

Автор: Neapolitan, Richard E. (northeastern Illinois University, Illinois, Usa) Jiang, Xia (university Of Pittsburgh, Pennsylvania, Usa)
Название: Contemporary artificial intelligence, second edition
ISBN: 1138502383 ISBN-13(EAN): 9781138502383
Издательство: Taylor&Francis
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Цена: 18374.00 р.
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Описание: The first edition of this popular textbook, Contemporary Artificial Intelligence, provided an accessible and student friendly introduction to AI. This fully revised and expanded update retains the same accessibility and problem-solving approach, while providing new material and methods, including neural networks and deep learning.

Machine Intelligence and Signal Analysis

Автор: Tanveer
Название: Machine Intelligence and Signal Analysis
ISBN: 9811309221 ISBN-13(EAN): 9789811309229
Издательство: Springer
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Цена: 27950.00 р.
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Описание: and covers the topics of signal analysis such as: biomedical signals including electroencephalogram (EEG), magnetoencephalography (MEG), electrocardiogram (ECG) and electromyogram (EMG) as well as other signals such as speech signals, communication signals, vibration signals, image, and video.

Artificial intelligence safety and security

Название: Artificial intelligence safety and security
ISBN: 1138320846 ISBN-13(EAN): 9781138320840
Издательство: Taylor&Francis
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Цена: 20671.00 р.
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Описание: This book addresses different aspects of the AI control problem as it relates to the development of safe and secure artificial intelligence. It will be the first to address challenges of constructing safe and secure artificially intelligent systems.

Artificial Intelligence Safety and Security

Автор: Yampolskiy Roman V.
Название: Artificial Intelligence Safety and Security
ISBN: 0815369824 ISBN-13(EAN): 9780815369820
Издательство: Taylor&Francis
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Цена: 7961.00 р.
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Описание: This book addresses different aspects of the AI control problem as it relates to the development of safe and secure artificial intelligence. It will be the first to address challenges of constructing safe and secure artificially intelligent systems.


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