Artificial Intelligence and Deep Learning in Pathology
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.
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- The evolution of machine learning: past, present, and future
- The basics of machine learning: strategies and techniques
- Overview of advanced neural network architectures
- Complexity in the use of artificial intelligence in anatomic pathology
- Dealing with data: strategies of preprocessing data
- Digital pathology as a platform for primary diagnosis and augmentation via deep learning.
- Applications of artificial intelligence for image enhancement in pathology
- Precision medicine in digital pathology via image analysis and machine learning
- Artificial intelligence methods for predictive image-based grading of human cancers
- Artificial intelligence and the interplay between tumor and immunity
- Overview of the role of artificial intelligence in pathology: the computer as a pathology digital assistant
Stanley Cohen
Stanley Cohen
Benjamin R. Mitchell
Stanley Cohen
Stanley Cohen
Anil V. Parwani
Tanishq Abraham, Austin Todd, Daniel A. Orringer and Richard Levenson
Peter D. Caie, Neofytos Dimitriou and Ognjen Arandjelovi'c
Gerardo Fernandez, Abishek Sainath Madduri, Bahram Marami, Marcel Prastawa, Richard Scott, Jack Zeineh and Michael Donovan
Joel Haskin Saltz and Rajarsi Gupta
John E. Tomaszewski
Your Elsevier book orders are actioned within 48hrs during the working week. If any one item in your purchase is delayed we will send you what is in stock and will send on the remainder as soon as it arrives. This is provided at no additional shipping cost to you. Stock availability levels are updated on a daily basis. We ship directly from a UK warehouse.
Manufactured on demand titles (Availability: MD) take an extra 3-5 working days.
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Overview Delivery Methods
Books are delivered in the UK via DHL and will require a signature upon delivery.
Deliveries within the UK
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