Automated detection of anomalies in cervix cells using image analysis and machine learning-Reference-Cited by-同舟云学术

Automated detection of anomalies in cervix cells using image analysis and machine learning

Published:2018-08-28 Issue:1 Volume:28 Page:177-182
ISSN:1618-5641
Container-title:Comparative Clinical Pathology
language:en
Short-container-title:Comp Clin Pathol

Author:

Moscon Leonardo Moreira,Macedo Nayana Damiani,Nunes Célio Siman Mafra,Boasquevisque Paulo César Ribeiro,de Andrade Tadeu Uggere,Endringer Denise Coutinho,Lenz Dominik^ORCID

Funder

Fundação de Amparo à Pesquisa do Espírito Santo

Publisher

Springer Science and Business Media LLC

Subject

Pathology and Forensic Medicine,Anatomy

Link

http://link.springer.com/article/10.1007/s00580-018-2812-4/fulltext.html

Reference26 articles.

1. Agarwal N, Biancardi AM, Patten FW, Reeves AP, Seibel EJ (2014) Three-dimensional DNA image cytometry by optical projection tomographic microscopy for early cancer diagnosis. J Med Imaging 1(1):017501

2. Baik J, Ye Q, Zhang L, Poh C, Rosin M, MacAulay C, Guillaud M (2014) Automated classification of oral premalignant lesions using image cytometry and random forests-based algorithms. Cell Oncol (Dordr) 37(3):193–202

3. Böcking A, Nguyen VQ (2004) Diagnostic and prognostic use of DNA image cytometry in cervical squamous intraepithelial lesions and invasive carcinoma. Cancer 102(1):41–54

4. Buzin AR, Pinto FE, Nieschke K, Mittang A, Andrade TU, Endringer DC, Tarnok A, Lenz D (2015) Replacement of specific markers for apoptosis and necrosis by nuclear morphology for affordable cytometry. J Immunol Methods (Brazil) 420:24–30

5. Carpenter AE, Jones TR, Lamprecht MR, Clarke C, Kang IH, Friman O, Guertin DA, Chang JH, Lindquist RA, Moffat J, Golland P, Sabatini DM (2006) CellProfiler: image analysis software for identifying and quantifying cell phenotypes. Genome Biol 7(10):R100

Cited by 2 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. An Intelligent Model of Anomaly Detection and Anomaly Localization in Images Using Hybrid Heuristic Adaptive Multiscale Attention-Based DenseNet and Cascaded Variational Autoencoder;International Journal of Pattern Recognition and Artificial Intelligence;2024-08-09

2. Diagnosis of Cervical Cancer and Pre-Cancerous Lesions by Artificial Intelligence: A Systematic Review;Diagnostics;2022-11-13