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For: Patil SM, Tong L, Wang MD. Generating Region of Interests for Invasive Breast Cancer in Histopathological Whole-Slide-Image. Proc COMPSAC 2020;2020:723-728. [PMID: 33029594 PMCID: PMC7537355 DOI: 10.1109/compsac48688.2020.0-174] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Number Cited by Other Article(s)
1
Guo J, Chen B, Cao H, Dai Q, Qin L, Zhang J, Zhang Y, Zhang H, Sui Y, Chen T, Yang D, Gong X, Li D. Cross-modal deep learning model for predicting pathologic complete response to neoadjuvant chemotherapy in breast cancer. NPJ Precis Oncol 2024;8:189. [PMID: 39237596 PMCID: PMC11377584 DOI: 10.1038/s41698-024-00678-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2024] [Accepted: 08/26/2024] [Indexed: 09/07/2024]  Open
2
Ghezloo F, Chang OH, Knezevich SR, Shaw KC, Thigpen KG, Reisch LM, Shapiro LG, Elmore JG. Robust ROI Detection in Whole Slide Images Guided by Pathologists' Viewing Patterns. JOURNAL OF IMAGING INFORMATICS IN MEDICINE 2024:10.1007/s10278-024-01202-x. [PMID: 39122892 DOI: 10.1007/s10278-024-01202-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/01/2024] [Revised: 06/24/2024] [Accepted: 07/05/2024] [Indexed: 08/12/2024]
3
Priya C V L, V G B, B R V, Ramachandran S. Deep learning approaches for breast cancer detection in histopathology images: A review. Cancer Biomark 2024;40:1-25. [PMID: 38517775 PMCID: PMC11191493 DOI: 10.3233/cbm-230251] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/24/2024]
4
Rakaee M, Andersen S, Giannikou K, Paulsen EE, Kilvaer TK, Busund LTR, Berg T, Richardsen E, Lombardi AP, Adib E, Pedersen MI, Tafavvoghi M, Wahl SGF, Petersen RH, Bondgaard AL, Yde CW, Baudet C, Licht P, Lund-Iversen M, Grønberg BH, Fjellbirkeland L, Helland Å, Pøhl M, Kwiatkowski DJ, Donnem T. Machine learning-based immune phenotypes correlate with STK11/KEAP1 co-mutations and prognosis in resectable NSCLC: a sub-study of the TNM-I trial. Ann Oncol 2023;34:578-588. [PMID: 37100205 DOI: 10.1016/j.annonc.2023.04.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2023] [Revised: 04/12/2023] [Accepted: 04/13/2023] [Indexed: 04/28/2023]  Open
5
Ogundokun RO, Misra S, Akinrotimi AO, Ogul H. MobileNet-SVM: A Lightweight Deep Transfer Learning Model to Diagnose BCH Scans for IoMT-Based Imaging Sensors. SENSORS (BASEL, SWITZERLAND) 2023;23:656. [PMID: 36679455 PMCID: PMC9863875 DOI: 10.3390/s23020656] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/15/2022] [Revised: 12/02/2022] [Accepted: 12/16/2022] [Indexed: 06/17/2023]
6
Deep learning-based image analysis predicts PD-L1 status from H&E-stained histopathology images in breast cancer. Nat Commun 2022;13:6753. [PMID: 36347854 PMCID: PMC9643479 DOI: 10.1038/s41467-022-34275-9] [Citation(s) in RCA: 41] [Impact Index Per Article: 20.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2022] [Accepted: 10/18/2022] [Indexed: 11/10/2022]  Open
7
BM-Net: CNN-Based MobileNet-V3 and Bilinear Structure for Breast Cancer Detection in Whole Slide Images. Bioengineering (Basel) 2022;9:bioengineering9060261. [PMID: 35735504 PMCID: PMC9220285 DOI: 10.3390/bioengineering9060261] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2022] [Revised: 06/15/2022] [Accepted: 06/15/2022] [Indexed: 11/17/2022]  Open
8
Zhu J, Liu M, Li X. Progress on deep learning in digital pathology of breast cancer: a narrative review. Gland Surg 2022;11:751-766. [PMID: 35531111 PMCID: PMC9068546 DOI: 10.21037/gs-22-11] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2022] [Accepted: 03/04/2022] [Indexed: 01/26/2024]
9
Utilizing digital pathology to quantify stromal caveolin-1 expression in malignant and benign ovarian tumors: Associations with clinicopathological parameters and clinical outcomes. PLoS One 2021;16:e0256615. [PMID: 34813586 PMCID: PMC8610269 DOI: 10.1371/journal.pone.0256615] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2021] [Accepted: 11/09/2021] [Indexed: 11/19/2022]  Open
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