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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Drugi avtorji: Chauhan, Chhavi (Editor), Cohen, Stanley, 1937- (Editor)
Format: Elektronski eKnjiga
Jezik:angleščina
Izdano: Amsterdam, Netherlands : Elsevier, [2025]
Izdaja:2nd edition.
Teme:
Online dostop:ScienceDirect
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Kazalo:
  • 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.