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Triage of HPV positive women in cervical cancer screening
Despite HPV vaccines, screening will remain central for decades to control cervical cancer.
Recently, HPV testing alone or with cytology was introduced as an alternative to cytology …
Recently, HPV testing alone or with cytology was introduced as an alternative to cytology …
Application of p16/Ki-67 dual-staining cytology in cervical cancers
L Yu, L Fei, X Liu, X Pi, L Wang, S Chen - Journal of Cancer, 2019 - pmc.ncbi.nlm.nih.gov
Cytology-based Papanicolaou test on and primary HPV screening have been widely used in
the identification of cervical cancer and precancerous lesions, which is of great significance …
the identification of cervical cancer and precancerous lesions, which is of great significance …
Accuracy and efficiency of deep-learning–based automation of dual stain cytology in cervical cancer screening
N Wentzensen, B Lahrmann, MA Clarke… - JNCI: Journal of the …, 2021 - academic.oup.com
Background With the advent of primary human papillomavirus testing followed by cytology
for cervical cancer screening, visual interpretation of cytology slides remains the last …
for cervical cancer screening, visual interpretation of cytology slides remains the last …
A deep learning model for cervical cancer screening on liquid-based cytology specimens in whole slide images
F Kanavati, N Hirose, T Ishii, A Fukuda, S Ichihara… - Cancers, 2022 - mdpi.com
Simple Summary In this pilot study, we aimed to investigate the use of deep learning for the
classification of whole-slide images of liquid-based cytology specimens into neoplastic and …
classification of whole-slide images of liquid-based cytology specimens into neoplastic and …
DeepFocus: detection of out-of-focus regions in whole slide digital images using deep learning
The development of whole slide scanners has revolutionized the field of digital pathology.
Unfortunately, whole slide scanners often produce images with out-of-focus/blurry areas that …
Unfortunately, whole slide scanners often produce images with out-of-focus/blurry areas that …
[HTML][HTML] Whole-slide image focus quality: Automatic assessment and impact on ai cancer detection
Background: Digital pathology enables remote access or consults and powerful image
analysis algorithms. However, the slide digitization process can create artifacts such as out …
analysis algorithms. However, the slide digitization process can create artifacts such as out …
Whole slide image quality in digital pathology: review and perspectives
With the advent of whole slide image (WSI) scanners, pathology is undergoing a digital
revolution. Simultaneously, with the development of image analysis algorithms based on …
revolution. Simultaneously, with the development of image analysis algorithms based on …
Focus quality assessment of high-throughput whole slide imaging in digital pathology
MS Hosseini, JAZ Brawley-Hayes… - IEEE transactions on …, 2019 - ieeexplore.ieee.org
One of the challenges facing the adoption of digital pathology workflows for clinical use is
the need for automated quality control. As the scanners sometimes determine focus …
the need for automated quality control. As the scanners sometimes determine focus …
Towards machine learned quality control: A benchmark for sharpness quantification in digital pathology
Pathology is on the verge of a profound change from an analog and qualitative to a digital
and quantitative discipline. This change is mostly driven by the high-throughput scanning of …
and quantitative discipline. This change is mostly driven by the high-throughput scanning of …
Interobserver reproducibility and accuracy of p16/K i‐67 dual‐stain cytology in cervical cancer screening
N Wentzensen, B Fetterman, D Tokugawa… - Cancer …, 2014 - Wiley Online Library
BACKGROUND Dual‐stain cytology for p16 and Ki‐67 has been proposed as a biomarker
in cervical cancer screening. The authors evaluated the reproducibility and accuracy of dual …
in cervical cancer screening. The authors evaluated the reproducibility and accuracy of dual …