Introduction to digital pathology and computer-aided pathology.
Artificial intelligence
Computer-aided pathology
Deep learning
Digital pathology
Journal
Journal of pathology and translational medicine
ISSN: 2383-7837
Titre abrégé: J Pathol Transl Med
Pays: Korea (South)
ID NLM: 101650151
Informations de publication
Date de publication:
Mar 2020
Mar 2020
Historique:
received:
24
12
2019
accepted:
31
12
2019
pubmed:
13
2
2020
medline:
13
2
2020
entrez:
13
2
2020
Statut:
ppublish
Résumé
Digital pathology (DP) is no longer an unfamiliar term for pathologists, but it is still difficult for many pathologists to understand the engineering and mathematics concepts involved in DP. Computer-aided pathology (CAP) aids pathologists in diagnosis. However, some consider CAP a threat to the existence of pathologists and are skeptical of its clinical utility. Implementation of DP is very burdensome for pathologists because technical factors, impact on workflow, and information technology infrastructure must be considered. In this paper, various terms related to DP and computer-aided pathologic diagnosis are defined, current applications of DP are discussed, and various issues related to implementation of DP are outlined. The development of computer-aided pathologic diagnostic tools and their limitations are also discussed.
Identifiants
pubmed: 32045965
pii: jptm.2019.12.31
doi: 10.4132/jptm.2019.12.31
pmc: PMC7093286
doi:
Types de publication
Journal Article
Review
Langues
eng
Pagination
125-134Subventions
Organisme : Institute for Information and Communications Technology Promotion
Organisme : Ministry of Science and ICT
ID : 2018-2-00861
Références
J Pathol Inform. 2018 Nov 14;9:38
pubmed: 30607305
J Clin Pathol. 2015 Jul;68(7):499-505
pubmed: 25979986
Front Med (Lausanne). 2019 Oct 01;6:185
pubmed: 31632973
IEEE Trans Vis Comput Graph. 2017 Aug 30;24(1):88-97
pubmed: 28866557
Histopathology. 2018 Jan;72(1):153-167
pubmed: 29239038
Am J Surg Pathol. 2018 Jan;42(1):39-52
pubmed: 28961557
NPJ Digit Med. 2019 Jun 21;2:56
pubmed: 31304402
J Pathol Inform. 2019 Mar 08;10:9
pubmed: 30984469
Toxicol Pathol. 2016 Aug;44(6):825-34
pubmed: 27343178
IEEE Rev Biomed Eng. 2014;7:97-114
pubmed: 24802905
Conf Proc IEEE Eng Med Biol Soc. 2006;2006:4844-7
pubmed: 17947119
Mod Pathol. 2016 Apr;29(4):318-29
pubmed: 26916072
PLoS One. 2017 Mar 29;12(3):e0174489
pubmed: 28355298
Med Image Anal. 2016 Oct;33:170-175
pubmed: 27423409
Lancet Oncol. 2019 May;20(5):e253-e261
pubmed: 31044723
PLoS One. 2013 Jul 29;8(7):e70221
pubmed: 23922958
Arch Pathol Lab Med. 2019 Dec;143(12):1545-1555
pubmed: 31173528
IEEE Trans Med Imaging. 2016 May;35(5):1313-21
pubmed: 26891484
Lab Invest. 2016 Sep;96(9):1016-25
pubmed: 27348626
Respirology. 2016 Jul;21(5):821-33
pubmed: 27101251
Mod Pathol. 2008 Oct;21(10):1255-61
pubmed: 18360352
Nat Med. 2019 Aug;25(8):1301-1309
pubmed: 31308507
Arch Pathol Lab Med. 2010 Jul;134(7):e48-72
pubmed: 20586616
Histopathology. 2016 Jun;68(7):1063-72
pubmed: 26409165
J Pathol. 2019 Nov;249(3):286-294
pubmed: 31355445
Cancers (Basel). 2019 Oct 28;11(11):
pubmed: 31661863
Med Image Anal. 2008 Dec;12(6):703-12
pubmed: 18550417
Virchows Arch. 2018 Mar;472(3):341-349
pubmed: 29134440
J Clin Pathol. 2017 Dec;70(12):1010-1018
pubmed: 28780514
IEEE Trans Med Imaging. 2016 Aug;35(8):1962-71
pubmed: 27164577
Nat Rev Clin Oncol. 2019 Nov;16(11):703-715
pubmed: 31399699
IEEE Trans Biomed Eng. 2014 Jun;61(6):1729-38
pubmed: 24845283
Anal Quant Cytol Histol. 2009 Apr;31(2):83-9
pubmed: 19402384
Am J Pathol. 2019 Sep;189(9):1686-1698
pubmed: 31199919
Nat Med. 2019 Jan;25(1):30-36
pubmed: 30617336
Metabolism. 2017 Apr;69S:S36-S40
pubmed: 28126242
Appl Immunohistochem Mol Morphol. 2003 Mar;11(1):85-91
pubmed: 12610362
IEEE Trans Med Imaging. 2016 Feb;35(2):404-15
pubmed: 26353368
Arch Pathol Lab Med. 2017 Jul;141(7):944-959
pubmed: 28440660
J Pathol Transl Med. 2019 Jan;53(1):1-12
pubmed: 30599506
IEEE Trans Biomed Eng. 2010 Apr;57(4):841-52
pubmed: 19884070
Pac Symp Biocomput. 2015;:294-305
pubmed: 25592590
J Clin Invest. 2015 Sep;125(9):3335-7
pubmed: 26325031
Lancet. 2019 May 4;393(10183):1819-1830
pubmed: 30955977
Acad Pathol. 2019 Sep 03;6:2374289519873088
pubmed: 31523704
Pathobiology. 2016;83(2-3):99-109
pubmed: 27100834