Artificial intelligence in pathology : principles and applications /
Provides a strong foundation of core artificial intelligence principles and their applications in the field of digital pathology. This is a reference of current and emerging use of AI in digital pathology as well as the emerging utility of quantum artificial intelligence and neuromorphic computing i...
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| Other Authors: | , |
| Format: | eBook |
| Language: | English |
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Amsterdam, Netherlands :
Elsevier,
[2025]
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| Edition: | 2nd edition. |
| Subjects: | |
| Online Access: | Connect to the full text of this electronic book |
Table of Contents:
- The evolution of machine learning: past, present, and future / Stanley Cohen
- The basics of machine learning: strategies and techniques / Stanley Cohen
- Overview of advanced neural network architectures / Benjamin R. Mitchell
- Complexity in the use of artificial intelligence in anatomic pathology / Stanley Cohen
- Dealing with data: strategies of preprocessing data / Stanley Cohen
- Artificial intelligence in pathology: aasing the burden of annotation / Benjamin R. Mitchell, Marion C. Cohen, Stanley Cohen
- Digital pathology as a platform for primary diagnosis and augmentation via deep learning / Anil V. Parwani, Zaibo Li
- Artificial intelligence model development, deployment, and regulatory challenges in anatomic pathology / Jerome Y. Cheng, Jacob T. Abel, David S. McClintock
- Ethics of AI in pathology: Current paradigms and emerging issues / Chhavi Chauhan, Rama R. Gullapalli
- Applications of artificial intelligence for image enhancement in pathology / Tanishq Abraham, Austin Todd, Richard Levenson
- Foundation models and information retrieval in digital pathology / H.R. Tizhoosh
- Precision medicine in digital pathology via image analysis and machine learning / Peter D. Caie, Neofytos Dimitriou, Ognjen Arandjelovic
- Generative deep learning in digital path / David Morrison, David Harris-Birtill and Peter D. Caie
- Artificial intelligence methods for predictive image-based grading of human cancers / Gerardo Fernandez, Abishek Sainath Madduri, Michael Donovan
- Artificial intelligence and the interplay between cancer and immunity / Rajarsi Gupta, Tahsin Kurc, Joel Haskin Saltz
- Overview of the role of artificial intelligence in pathology: the computer as a pathology digital assistant / John E. Tomaszewski
- Overview and coda: the future of AI / Benjamin R. Mitchell, Stanley Cohen.