Artificial Intelligence and Machine Learning for Digital Pathology: State-of-the-Art and Future Challenges (1st ed. 2020) (Lecture Notes in Computer Science #12090)
By: and and and
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- Synopsis
- Data driven Artificial Intelligence (AI) and Machine Learning (ML) in digital pathology, radiology, and dermatology is very promising. In specific cases, for example, Deep Learning (DL), even exceeding human performance. However, in the context of medicine it is important for a human expert to verify the outcome. Consequently, there is a need for transparency and re-traceability of state-of-the-art solutions to make them usable for ethical responsible medical decision support. Moreover, big data is required for training, covering a wide spectrum of a variety of human diseases in different organ systems. These data sets must meet top-quality and regulatory criteria and must be well annotated for ML at patient-, sample-, and image-level. Here biobanks play a central and future role in providing large collections of high-quality, well-annotated samples and data. The main challenges are finding biobanks containing ‘‘fit-for-purpose’’ samples, providing quality related meta-data, gaining access to standardized medical data and annotations, and mass scanning of whole slides including efficient data management solutions.
- Copyright:
- 2020
Book Details
- Book Quality:
- Publisher Quality
- ISBN-13:
- 9783030504021
- Related ISBNs:
- 9783030504014
- Publisher:
- Springer International Publishing
- Date of Addition:
- 08/14/20
- Copyrighted By:
- Springer Nature Switzerland AG
- Adult content:
- No
- Language:
- English
- Has Image Descriptions:
- No
- Categories:
- Nonfiction, Art and Architecture, Computers and Internet, Sociology
- Submitted By:
- Bookshare Staff
- Usage Restrictions:
- This is a copyrighted book.
- Edited by:
- Andreas Holzinger
- Edited by:
- Randy Goebel
- Edited by:
- Michael Mengel
- Edited by:
- Heimo Müller
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- by Andreas Holzinger
- by Randy Goebel
- by Michael Mengel
- by Heimo Müller
- in Nonfiction
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- in Computers and Internet
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