AIMC Topic: Squamous Intraepithelial Lesions

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Molecular detection of hrHPV-induced high-grade squamous intraepithelial lesions of the cervix through a targeted RNA next generation sequencing assay.

Molecular medicine (Cambridge, Mass.) May 30, 2025
BACKGROUND: Cervical cancer screening programs are increasingly relying on sensitive molecular approaches as primary tests to detect high-risk human papillomaviruses (hrHPV), the causative agents of cervix cancer. Although hrHPV infection is a pre-re...
Middle Aged Humans Female Papillomaviridae Adult Squamous Intraepithelial Lesions Neoplasm Grading Papillomavirus Infections Squamous Intraepithelial Lesions of the Cervix Uterine Cervical Neoplasms RNA, Viral Early Detection of Cancer High-Throughput Nucleotide Sequencing
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Development of a machine learning-based model for predicting positive margins in high-grade squamous intraepithelial lesion (HSIL) treatment by Cold Knife Conization(CKC): a single-center retrospective study.

BMC women's health Jun 7, 2024
OBJECTIVES: This study aims to analyze factors associated with positive surgical margins following cold knife conization (CKC) in patients with cervical high-grade squamous intraepithelial lesion (HSIL) and to develop a machine-learning-based risk pr...
Humans Machine Learning Aged Young Adult Adult Retrospective Studies Female Risk Factors Papillomavirus Infections Uterine Cervical Dysplasia Logistic Models Uterine Cervical Neoplasms Cryosurgery Margins of Excision Middle Aged Conization Squamous Intraepithelial Lesions Squamous Intraepithelial Lesions of the Cervix
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Deep Learning in High-Resolution Anoscopy: Assessing the Impact of Staining and Therapeutic Manipulation on Automated Detection of Anal Cancer Precursors.

Clinical and translational gastroenterology Apr 1, 2024
INTRODUCTION: High-resolution anoscopy (HRA) is the gold standard for detecting anal squamous cell carcinoma (ASCC) precursors. Preliminary studies on the application of artificial intelligence (AI) models to this modality have revealed promising res...
Squamous Intraepithelial Lesions Acetic Acid Proctoscopy Deep Learning Staining and Labeling Predictive Value of Tests Precancerous Conditions Anus Neoplasms Anal Canal Sensitivity and Specificity Male Middle Aged Aged Adult Humans Neural Networks, Computer Algorithms Female Carcinoma, Squamous Cell
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Accurate deep learning model using semi-supervised learning and Noisy Student for cervical cancer screening in low magnification images.

PloS one May 18, 2023
Deep learning technology has been used in the medical field to produce devices for clinical practice. Deep learning methods in cytology offer the potential to enhance cancer screening while also providing quantitative, objective, and highly reproduci...
Humans Female Squamous Intraepithelial Lesions Deep Learning Reproducibility of Results Early Detection of Cancer Uterine Cervical Neoplasms Supervised Machine Learning Students
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Artificial intelligence-assisted fast screening cervical high grade squamous intraepithelial lesion and squamous cell carcinoma diagnosis and treatment planning.

Scientific reports Aug 10, 2021
Every year cervical cancer affects more than 300,000 people, and on average one woman is diagnosed with cervical cancer every minute. Early diagnosis and classification of cervical lesions greatly boosts up the chance of successful treatments of pati...
Early Detection of Cancer Uterine Cervical Dysplasia Decision Making, Computer-Assisted Squamous Intraepithelial Lesions Papanicolaou Test Image Processing, Computer-Assisted Vaginal Smears Female Uterine Cervical Neoplasms Humans Artificial Intelligence
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The application of deep learning based diagnostic system to cervical squamous intraepithelial lesions recognition in colposcopy images.

Scientific reports Jul 15, 2020
Background Deep learning has presented considerable potential and is gaining more importance in computer assisted diagnosis. As the gold standard for pathologically diagnosing cervical intraepithelial lesions and invasive cervical cancer, colposcopy-...
Biopsy Middle Aged Squamous Intraepithelial Lesions Image Interpretation, Computer-Assisted Models, Statistical Uterine Cervical Dysplasia Datasets as Topic Deep Learning Papillomavirus Infections Humans Neoplasm Grading Female Papillomaviridae Vaginal Smears Cervix Uteri Retrospective Studies Colposcopy Early Detection of Cancer Adult Uterine Cervical Neoplasms
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