Artificial intelligence and digital pathology: Challenges and opportunities
In light of the recent success of artificial intelligence (AI) in computer vision applications, many researchers and physicians expect that AI would be able to assist in many tasks in digital pathology. Although opportunities are both manifest and tangible, there are clearly many challenges that nee...
Saved in:
| Main Authors: | , |
|---|---|
| Format: | Book |
| Published: |
Elsevier,
2018-01-01T00:00:00Z.
|
| Subjects: | |
| Online Access: | Connect to this object online. |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
MARC
| LEADER | 00000 am a22000003u 4500 | ||
|---|---|---|---|
| 001 | doaj_2e1fc50360a341d3816c07ad5b9eb2f1 | ||
| 042 | |a dc | ||
| 100 | 1 | 0 | |a Hamid Reza Tizhoosh |e author |
| 700 | 1 | 0 | |a Liron Pantanowitz |e author |
| 245 | 0 | 0 | |a Artificial intelligence and digital pathology: Challenges and opportunities |
| 260 | |b Elsevier, |c 2018-01-01T00:00:00Z. | ||
| 500 | |a 2153-3539 | ||
| 500 | |a 2153-3539 | ||
| 500 | |a 10.4103/jpi.jpi_53_18 | ||
| 520 | |a In light of the recent success of artificial intelligence (AI) in computer vision applications, many researchers and physicians expect that AI would be able to assist in many tasks in digital pathology. Although opportunities are both manifest and tangible, there are clearly many challenges that need to be overcome in order to exploit the AI potentials in computational pathology. In this paper, we strive to provide a realistic account of all challenges and opportunities of adopting AI algorithms in digital pathology from both engineering and pathology perspectives. | ||
| 546 | |a EN | ||
| 690 | |a Artificial intelligence | ||
| 690 | |a deep learning | ||
| 690 | |a digital pathology | ||
| 690 | |a Computer applications to medicine. Medical informatics | ||
| 690 | |a R858-859.7 | ||
| 690 | |a Pathology | ||
| 690 | |a RB1-214 | ||
| 655 | 7 | |a article |2 local | |
| 786 | 0 | |n Journal of Pathology Informatics, Vol 9, Iss 1, Pp 38-38 (2018) | |
| 787 | 0 | |n http://www.jpathinformatics.org/article.asp?issn=2153-3539;year=2018;volume=9;issue=1;spage=38;epage=38;aulast=Tizhoosh | |
| 787 | 0 | |n https://doaj.org/toc/2153-3539 | |
| 787 | 0 | |n https://doaj.org/toc/2153-3539 | |
| 856 | 4 | 1 | |u https://doaj.org/article/2e1fc50360a341d3816c07ad5b9eb2f1 |z Connect to this object online. |