Imaging archives for teaching, learning, and research Book Section

  


Authors: Reiter, O.; Halpern, A. C.
Editor: Pasquali, P.
Article/Chapter Title: Imaging archives for teaching, learning, and research
Abstract: Medical and, more specifically, dermatologic imaging archives are electronic databases that contain clinical, dermoscopic, and histopathological images. There are three types of imaging archives in medicine: medical atlases, private imaging archives, and open-access public imaging archives. These archives are used for clinical monitoring, teaching purposes, research, and the development of novel automated diagnostic tools such as machine learning. Imaging archives face several challenges including privacy, security and copyrights issues, lack of standards, incomplete metadata, problematic “ground truth” diagnoses, and lack of generalization. As medical digital photography gains popularity, imaging archives are expected to grow in number and become larger and more comprehensive. © Springer Nature Switzerland AG 2020.
Keywords: artificial intelligence; ground truth; metadata; dermoscopic images; clinical images; dermatology atlas; histologic images; imaging archive; imaging database; isic; machines learning
Book Title: Photography in Clinical Medicine
ISBN: 978-3-030-24543-6
Publisher: Springer  
Publication Place: Cham, Switzerland
Date Published: 2020-01-01
Start Page: 585
End Page: 590
Language: English
DOI: 10.1007/978-3-030-24544-3_37
PROVIDER: scopus
DOI/URL:

https://www.scopus.com/inward/record.uri?eid=2-s2.0-85149508452&doi=10.1007%2f978-3-030-24544-3_37&partnerID=40&md5=9372f75e4bc6d1cd9413433762b36086
Notes: Book chapter: 37 -- This chapter can be found under "Part VII Preserving, Archiving and Publishing" -- Source: Scopus
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MSK Authors
  1. Allan C Halpern
    396 Halpern
  2. Ofer Reiter Agar
    15 Reiter Agar
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