Artificial Intelligence and Deep Learning in Pathology 1st Edition

Artificial Intelligence and Deep Learning in Pathology 1st Edition- Ebook Instant Download/Delivery ISBN(s): 9780323675383,0323675387,9780323675376, 0323675379

Product details:

• ISBN 10:0323675379
• ISBN 13: 9780323675376
• Author: Stanley Cohen 

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, 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.

Table contents:

Chapter 1. The evolution of machine learning: past, present, and future

Chapter 2. The basics of machine learning: strategies and techniques

Chapter 3. Overview of advanced neural network architectures

Chapter 4. Complexity in the use of artificial intelligence in anatomic pathology

Chapter 5. Dealing with data: strategies of preprocessing data

Chapter 6. Digital pathology as a platform for primary diagnosis and augmentation via deep learning

Chapter 7. Applications of artificial intelligence for image enhancement in pathology

Chapter 8. Precision medicine in digital pathology via image analysis and machine learning

Chapter 9. Artificial intelligence methods for predictive image-based grading of human cancers

Chapter 10. Artificial intelligence and the interplay between tumor and immunity

Chapter 11. Overview of the role of artificial intelligence in pathology: the computer as a pathology digital assistant

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