TY - JOUR
T1 - Artificial Intelligence in Pediatric Pathology
T2 - The Extinction of a Medical Profession or the Key to a Bright Future?
AU - van der Kamp, Ananda
AU - Waterlander, Tomas J.
AU - de Bel, Thomas
AU - van der Laak, Jeroen
AU - van den Heuvel-Eibrink, Marry M.
AU - Mavinkurve-Groothuis, Annelies M.C.
AU - de Krijger, Ronald R.
N1 - Publisher Copyright:
© 2022, Society for Pediatric Pathology All rights reserved.
PY - 2022/7
Y1 - 2022/7
N2 - Artificial Intelligence (AI) has become of increasing interest over the past decade. While digital image analysis (DIA) is already being used in radiology, it is still in its infancy in pathology. One of the reasons is that large-scale digitization of glass slides has only recently become available. With the advent of digital slide scanners, that digitize glass slides into whole slide images, many labs are now in a transition phase towards digital pathology. However, only few departments worldwide are currently fully digital. Digital pathology provides the ability to annotate large datasets and train computers to develop and validate robust algorithms, similar to radiology. In this opinionated overview, we will give a brief introduction into AI in pathology, discuss the potential positive and negative implications and speculate about the future role of AI in the field of pediatric pathology.
AB - Artificial Intelligence (AI) has become of increasing interest over the past decade. While digital image analysis (DIA) is already being used in radiology, it is still in its infancy in pathology. One of the reasons is that large-scale digitization of glass slides has only recently become available. With the advent of digital slide scanners, that digitize glass slides into whole slide images, many labs are now in a transition phase towards digital pathology. However, only few departments worldwide are currently fully digital. Digital pathology provides the ability to annotate large datasets and train computers to develop and validate robust algorithms, similar to radiology. In this opinionated overview, we will give a brief introduction into AI in pathology, discuss the potential positive and negative implications and speculate about the future role of AI in the field of pediatric pathology.
KW - Artificial Intelligence
KW - deep learning
KW - digital pathology
KW - pediatric pathology
KW - Artificial Intelligence
KW - deep learning
KW - digital pathology
KW - pediatric pathology
UR - http://www.scopus.com/inward/record.url?scp=85125818058&partnerID=8YFLogxK
UR - https://www.mendeley.com/catalogue/d80e1c91-e809-36cd-9783-dd05ca5fab2b/
U2 - 10.1177/10935266211059809
DO - 10.1177/10935266211059809
M3 - Review article
C2 - 35238696
AN - SCOPUS:85125818058
SN - 1093-5266
VL - 25
SP - 380
EP - 387
JO - Pediatric and Developmental Pathology
JF - Pediatric and Developmental Pathology
IS - 4
ER -