Cervical cancer: Automation of pap test screening
MT Rezende, AGC Bianchi… - Diagnostic …, 2021 - Wiley Online Library
Background Cervical cancer progresses slowly, increasing the chance of early detection of
pre‐neoplastic lesions via Pap exam test and subsequently preventing deaths. However, the …
pre‐neoplastic lesions via Pap exam test and subsequently preventing deaths. However, the …
[HTML][HTML] A deep learning ensemble method to assist cytopathologists in pap test image classification
D N. Diniz, M T. Rezende, A GC Bianchi… - Journal of …, 2021 - mdpi.com
In recent years, deep learning methods have outperformed previous state-of-the-art machine
learning techniques for several problems, including image classification. Classifying cells in …
learning techniques for several problems, including image classification. Classifying cells in …
[HTML][HTML] A hierarchical feature-based methodology to perform cervical cancer classification
Prevention of cervical cancer could be performed using Pap smear image analysis. This test
screens pre-neoplastic changes in the cervical epithelial cells; accurate screening can …
screens pre-neoplastic changes in the cervical epithelial cells; accurate screening can …
An ensemble method for nuclei detection of overlapping cervical cells
The Pap test is a preventive approach that requires specialized and labor-intensive
examination of cytological preparations to track potentially cancerous cells from the internal …
examination of cytological preparations to track potentially cancerous cells from the internal …
Integrating cytology into routine digital pathology workflow: a 5-year journey
A Bychkov, A Yoshikawa, J Munkhdelger, T Hori… - Virchows Archiv, 2023 - Springer
Despite recent advances in digital imaging, the adoption of digital cytology is challenging
due to technical limitations. This study describes our 5-year institutional experience with the …
due to technical limitations. This study describes our 5-year institutional experience with the …
Point-of-care diagnosis of cervical cancer: potential protein biomarkersin cervicovaginal fluid
Cervical cancer (CxCa) is preventable and treatable via vaccination and screening.
Cervicovaginal fluid (CVF) represents the physiological components of the female genital …
Cervicovaginal fluid (CVF) represents the physiological components of the female genital …
Molecular detection of HPV and FT-IR spectroscopy analysis in women with normal cervical cytology
MRP Viana, IMA Melo, B Pupin, LJ Raniero… - Photodiagnosis and …, 2020 - Elsevier
Background The increase in the incidence of Cervical Cancer in the female population
worldwide has been an issue that deserves further attention from the scientific community …
worldwide has been an issue that deserves further attention from the scientific community …
[HTML][HTML] Factors, associated with elevated concentration of soluble carbonic anhydrase IX in plasma of women with cervical dysplasia
Š Grincevičienė, D Vaitkienė, D Kanopienė… - Scientific reports, 2022 - nature.com
Precancerous lesions of human cervix uteri have a tendency for regression or progression.
In cervical intraepithelial neoplasia grade 2 (CINII) case there is an uncertainty if a lesion will …
In cervical intraepithelial neoplasia grade 2 (CINII) case there is an uncertainty if a lesion will …
DeepCerviCancer-deep learning-based cervical image classification using colposcopy and cytology images
INTRODUCTION: Cervical cancer is a deadly malignancy in the cervix, affecting billions of
women annually. OBJECTIVES: To develop deep learning-based system for effective …
women annually. OBJECTIVES: To develop deep learning-based system for effective …
[HTML][HTML] Abnormal Papanicolaou Smear
C Mayer, H Mahdy - StatPearls [Internet], 2023 - ncbi.nlm.nih.gov
Cervical cancer screening has become one of the cornerstones for preventative screening in
the gynecological world. George Papanicolaou invented this screening event, hence the …
the gynecological world. George Papanicolaou invented this screening event, hence the …