Author:
Publisher:
ISBN:
Category :
Languages : en
Pages : 16

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Author:
Publisher:
ISBN:
Category : Law reports, digests, etc
Languages : en
Pages : 1608

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Author: Andreas Holzinger
Publisher: Springer Nature
ISBN: 3030504026
Category : Computers
Languages : en
Pages : 351

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Data driven Artificial Intelligence (AI) and Machine Learning (ML) in digital pathology, radiology, and dermatology is very promising. In specific cases, for example, Deep Learning (DL), even exceeding human performance. However, in the context of medicine it is important for a human expert to verify the outcome. Consequently, there is a need for transparency and re-traceability of state-of-the-art solutions to make them usable for ethical responsible medical decision support. Moreover, big data is required for training, covering a wide spectrum of a variety of human diseases in different organ systems. These data sets must meet top-quality and regulatory criteria and must be well annotated for ML at patient-, sample-, and image-level. Here biobanks play a central and future role in providing large collections of high-quality, well-annotated samples and data. The main challenges are finding biobanks containing ‘‘fit-for-purpose’’ samples, providing quality related meta-data, gaining access to standardized medical data and annotations, and mass scanning of whole slides including efficient data management solutions.

Author: Alfred Ayars Schilt
Publisher:
ISBN:
Category : Perchloric acid
Languages : en
Pages : 189

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Author: Giuseppe Cirillo
Publisher: John Wiley & Sons
ISBN: 1118445511
Category : Technology & Engineering
Languages : en
Pages : 601

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Antioxidant Polymers is an exhaustive overview of the recent developments in the field of polymeric materials showing antioxidant properties. This research area has grown rapidly in the last decade because antioxidant polymers have wide industry applications ranging from materials science to biomedical, pharmaceuticals and cosmetics.

Author: Brian M. Nolan
Publisher:
ISBN:
Category : Bible
Languages : en
Pages : 296

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Author: Erik R. Ranschaert
Publisher: Springer
ISBN: 3319948784
Category : Medical
Languages : en
Pages : 369

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Book Description
This book provides a thorough overview of the ongoing evolution in the application of artificial intelligence (AI) within healthcare and radiology, enabling readers to gain a deeper insight into the technological background of AI and the impacts of new and emerging technologies on medical imaging. After an introduction on game changers in radiology, such as deep learning technology, the technological evolution of AI in computing science and medical image computing is described, with explanation of basic principles and the types and subtypes of AI. Subsequent sections address the use of imaging biomarkers, the development and validation of AI applications, and various aspects and issues relating to the growing role of big data in radiology. Diverse real-life clinical applications of AI are then outlined for different body parts, demonstrating their ability to add value to daily radiology practices. The concluding section focuses on the impact of AI on radiology and the implications for radiologists, for example with respect to training. Written by radiologists and IT professionals, the book will be of high value for radiologists, medical/clinical physicists, IT specialists, and imaging informatics professionals.

Author:
Publisher:
ISBN:
Category : Earthquake prediction
Languages : en
Pages : 494

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Author: Charles Edward Chapin
Publisher: Geological Society of America
ISBN: 0813721806
Category : Science
Languages : en
Pages : 222

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Author: United States. Naval Construction Battalion, 105th
Publisher: U.S. Navy Seabee Museum
ISBN:
Category : World War, 1939-1945
Languages : en
Pages : 155

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