Campbell CJV - Search Results

1

Biased data, biased AI: deep networks predict the acquisition site of TCGA images.

Dehkharghanian T, Bidgoli AA, Riasatian A, Mazaheri P, Campbell CJV, Pantanowitz L, Tizhoosh HR, Rahnamayan S. Dehkharghanian T, et al. Among authors: campbell cjv. Diagn Pathol. 2023 May 17;18(1):67. doi: 10.1186/s13000-023-01355-3. Diagn Pathol. 2023. PMID: 37198691 Free PMC article.

2

Pan-cancer diagnostic consensus through searching archival histopathology images using artificial intelligence.

Kalra S, Tizhoosh HR, Shah S, Choi C, Damaskinos S, Safarpoor A, Shafiei S, Babaie M, Diamandis P, Campbell CJV, Pantanowitz L. Kalra S, et al. Among authors: campbell cjv. NPJ Digit Med. 2020 Mar 10;3:31. doi: 10.1038/s41746-020-0238-2. eCollection 2020. NPJ Digit Med. 2020. PMID: 32195366 Free PMC article.

3

Yottixel - An Image Search Engine for Large Archives of Histopathology Whole Slide Images.

Kalra S, Tizhoosh HR, Choi C, Shah S, Diamandis P, Campbell CJV, Pantanowitz L. Kalra S, et al. Among authors: campbell cjv. Med Image Anal. 2020 Oct;65:101757. doi: 10.1016/j.media.2020.101757. Epub 2020 Jun 24. Med Image Anal. 2020. PMID: 32623275 Free article.

4

Searching Images for Consensus: Can AI Remove Observer Variability in Pathology?

Tizhoosh HR, Diamandis P, Campbell CJV, Safarpoor A, Kalra S, Maleki D, Riasatian A, Babaie M. Tizhoosh HR, et al. Among authors: campbell cjv. Am J Pathol. 2021 Oct;191(10):1702-1708. doi: 10.1016/j.ajpath.2021.01.015. Epub 2021 Feb 24. Am J Pathol. 2021. PMID: 33636179 Free article. Review.

5

Fine-Tuning and training of densenet for histopathology image representation using TCGA diagnostic slides.

Riasatian A, Babaie M, Maleki D, Kalra S, Valipour M, Hemati S, Zaveri M, Safarpoor A, Shafiei S, Afshari M, Rasoolijaberi M, Sikaroudi M, Adnan M, Shah S, Choi C, Damaskinos S, Campbell CJ, Diamandis P, Pantanowitz L, Kashani H, Ghodsi A, Tizhoosh HR. Riasatian A, et al. Med Image Anal. 2021 May;70:102032. doi: 10.1016/j.media.2021.102032. Epub 2021 Mar 10. Med Image Anal. 2021. PMID: 33773296 Free article.

6

A BERT model generates diagnostically relevant semantic embeddings from pathology synopses with active learning.

Mu Y, Tizhoosh HR, Tayebi RM, Ross C, Sur M, Leber B, Campbell CJV. Mu Y, et al. Among authors: campbell cjv. Commun Med (Lond). 2021 Jul 5;1:11. doi: 10.1038/s43856-021-00008-0. eCollection 2021. Commun Med (Lond). 2021. PMID: 35602188 Free PMC article.

7

Automated bone marrow cytology using deep learning to generate a histogram of cell types.

Tayebi RM, Mu Y, Dehkharghanian T, Ross C, Sur M, Foley R, Tizhoosh HR, Campbell CJV. Tayebi RM, et al. Among authors: campbell cjv. Commun Med (Lond). 2022 Apr 20;2:45. doi: 10.1038/s43856-022-00107-6. eCollection 2022. Commun Med (Lond). 2022. PMID: 35603269 Free PMC article.

8

Evolutionary deep feature selection for compact representation of gigapixel images in digital pathology.

Bidgoli AA, Rahnamayan S, Dehkharghanian T, Riasatian A, Kalra S, Zaveri M, Campbell CJV, Parwani A, Pantanowitz L, Tizhoosh HR. Bidgoli AA, et al. Among authors: campbell cjv. Artif Intell Med. 2022 Oct;132:102368. doi: 10.1016/j.artmed.2022.102368. Epub 2022 Jul 25. Artif Intell Med. 2022. PMID: 36207081

9

Applied machine learning in hematopathology.

Dehkharghanian T, Mu Y, Tizhoosh HR, Campbell CJV. Dehkharghanian T, et al. Among authors: campbell cjv. Int J Lab Hematol. 2023 Jun;45 Suppl 2:87-94. doi: 10.1111/ijlh.14110. Epub 2023 May 31. Int J Lab Hematol. 2023. PMID: 37257440 Review.

10

Cell projection plots: A novel visualization of bone marrow aspirate cytology.

Dehkharghanian T, Mu Y, Ross C, Sur M, Tizhoosh HR, Campbell CJV. Dehkharghanian T, et al. Among authors: campbell cjv. J Pathol Inform. 2023 Aug 30;14:100334. doi: 10.1016/j.jpi.2023.100334. eCollection 2023. J Pathol Inform. 2023. PMID: 37732298 Free PMC article.

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