Artificial Intelligence and Deep Learning in Pathology

Language: English

Published by Elsevier Health Sciences, 2020

0323675387 / 9780323675383

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Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH

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nach der Bestellung gedruckt Neuware - Printed after ordering - Recent advances in computational algorithms, along with the advent of whole slide imaging as a platform for embedding artificial intelligence (AI), are transforming pattern recognition and image interpretation for diagnosis and prognosis. Yet most pathologists have just a passing knowledge of data mining, machine learning, and AI, and little exposure to the vast potential of these powerful new tools for medicine in general and pathology in particular. In Artificial Intelligence and Deep Learning in Pathology, with a team of experts, Dr. Stanley Cohen covers the nuts and bolts of all aspects of machine learning, up to and including AI, bringing familiarity and understanding to pathologists at all levels of experience.Focuses heavily on applications in medicine, especially pathology, making unfamiliar material accessible and avoiding complex mathematics whenever possibleCovers digital pathology as a platform for primary diagnosis and augmentation via deep learning, whole slide imaging for 2D and 3D analysis, and general principles of image analysis and deep learningDiscusses and explains recent accomplishments such as algorithms used to diagnose skin cancer from photographs, AI-based platforms developed to identify lesions of the retina, using computer vision to interpret electrocardiograms, identifying mitoses in cancer using learning algorithms vs. signal processing algorithms, and many more.…

Seller Inventory # 9780323675383

Title
Artificial Intelligence and Deep Learning in Pathology
Author
Stanley Cohen
Publisher
Elsevier Health Sciences
Publication year
2020
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
0323675387
ISBN 13
9780323675383
Item weight
590 grams
Dimensions
234x190x16 mm

AHA-BUCH GmbH

Einbeck, Germany

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