Cargando…

Multicontrast Pocket Colposcopy Cervical Cancer Diagnostic Algorithm for Referral Populations

Objective and Impact Statement. We use deep learning models to classify cervix images—collected with a low-cost, portable Pocket colposcope—with biopsy-confirmed high-grade precancer and cancer. We boost classification performance on a screened-positive population by using a class-balanced loss and...

Descripción completa

Detalles Bibliográficos
Autores principales:	Skerrett, Erica, Miao, Zichen, Asiedu, Mercy N., Richards, Megan, Crouch, Brian, Sapiro, Guillermo, Qiu, Qiang, Ramanujam, Nirmala
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	AAAS 2022
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10521679/ https://www.ncbi.nlm.nih.gov/pubmed/37850189 http://dx.doi.org/10.34133/2022/9823184

Ejemplares similares

Management and treatment of cervical intraepithelial neoplasia in the Netherlands after referral for colposcopy
por: Aitken, Clare A., et al.
Publicado: (2019)

An integrated strategy for improving contrast, durability, and portability of a Pocket Colposcope for cervical cancer screening and diagnosis
por: Lam, Christopher T., et al.
Publicado: (2018)

Description of Referrals for Colposcopy in a Hospital in Brazil
por: de Carvalho, Stephanie Hein, et al.
Publicado: (2020)

Multicontrast 3D automated segmentation of cardiovascular images
por: Bramlet, Matthew, et al.
Publicado: (2016)

A multicontrast MR atlas of the Wistar rat brain
por: Allan Johnson, G., et al.
Publicado: (2021)

Carotid Multicontrast ATherosclerosis CHaracterization (MATCH) in a single scan
por: Fan, Zhaoyang, et al.
Publicado: (2014)

Multicontrast MRI Quantification of Focal Inflammation and Degeneration in Multiple Sclerosis
por: Bonnier, Guillaume, et al.
Publicado: (2015)

In vivo phenotyping of the microvasculature in necrotizing enterocolitis with multicontrast optical imaging
por: Senarathna, Janaka, et al.
Publicado: (2022)

An audit of Colposcopy referrals from a GU/STD clinic
por: O'Connor, Catherine, et al.
Publicado: (2008)

Colposcopy and additive diagnostic value of biopsies from colposcopy‐negative areas to detect cervical dysplasia
por: Baasland, Ingrid, et al.
Publicado: (2016)

A novel speculum-free imaging strategy for visualization of the internal female lower reproductive system
por: Asiedu, Mercy N., et al.
Publicado: (2020)

Multicontrast photoacoustic in vivo imaging using near-infrared fluorescent proteins
por: Krumholz, Arie, et al.
Publicado: (2014)

Automatic deep learning multicontrast corpus callosum segmentation in multiple sclerosis
por: Brusini, Irene, et al.
Publicado: (2022)

Out-of-Pocket Costs for Colposcopy Among Commercially Insured Women From 2006 to 2019
por: Fendrick, A. Mark, et al.
Publicado: (2022)

Colposcopy Standards: Guidelines for Endocervical Curettage at Colposcopy
por: Massad, L. Stewart, et al.
Publicado: (2023)

Role of Colposcopy after Treatment for Cervical Intraepithelial Neoplasia
por: Heinonen, Annu, et al.
Publicado: (2020)

Concordance Rate of Colposcopy in Detecting Cervical Intraepithelial Lesions
por: Stuebs, Frederik A., et al.
Publicado: (2022)

Cytological surveillance compared with immediate referral for colposcopy in management of women with low grade cervical abnormalities: multicentre randomised controlled trial
Publicado: (2009)

Digital Colposcopy With Dynamic Spectral Imaging for Detection of Cervical Intraepithelial Neoplasia 2+ in Low-Grade Referrals: The IMPROVE-COLPO Study
por: Cholkeri-Singh, Aarathi, et al.
Publicado: (2018)

Women's experiences with cervical cancer screening in a colposcopy referral clinic in Cape Town, South Africa: a qualitative analysis
por: Momberg, Mariette, et al.
Publicado: (2017)

Registry Study of the Working Group on Cervical Pathology and Colposcopy (AGCPC) on the Diagnostic Algorithm for the New Cervical Cancer Screening – Initial Data
por: Henes, Melanie, et al.
Publicado: (2023)

A prospective randomized study on limits of colposcopy and histology: the skill of colposcopist and colposcopy-guided biopsy in diagnosis of cervical intraepithelial lesions
por: Bifulco, Giuseppe, et al.
Publicado: (2015)

Retinal analysis of a mouse model of Alzheimer’s disease with multicontrast optical coherence tomography
por: Harper, Danielle J., et al.
Publicado: (2020)

Single-Shot Multicontrast X-ray Imaging for In Situ Visualization of Chemical Reaction Products
por: Zakharova, Margarita, et al.
Publicado: (2021)

High-resolution multicontrast tomography with an X-ray microarray anode–structured target source
por: Zan, Guibin, et al.
Publicado: (2021)

An Alternative Approach for Estimating the Accuracy of Colposcopy in Detecting Cervical Precancer
por: Davies, Kalatu R., et al.
Publicado: (2015)

Colposcopy accuracy in diagnosing cervical precancerous lesions in western Kazakhstan
por: Balmagambetova, Saule, et al.
Publicado: (2020)

Use of Mueller matrix colposcopy in the characterization of cervical collagen anisotropy
por: Chue-Sang, Joseph, et al.
Publicado: (2018)

The Accuracy of Cytology, Colposcopy and Pathology in Evaluating Precancerous Cervical Lesions
por: Pleş, Liana, et al.
Publicado: (2022)

DNA methylation as a triage marker for colposcopy referral in HPV-based cervical cancer screening: a systematic review and meta-analysis
por: Salta, Sofia, et al.
Publicado: (2023)

Closer to a Uniform Language in Colposcopy: Study on the Potential Application of 2011 International Federation for Cervical Pathology and Colposcopy Terminology in Clinical Practice
por: Li, Yanyun, et al.
Publicado: (2017)

Bayes Clustering and Structural Support Vector Machines for Segmentation of Carotid Artery Plaques in Multicontrast MRI
por: Guan, Qiu, et al.
Publicado: (2012)

The challenges of colposcopy for cervical cancer screening in LMICs and solutions by artificial intelligence
por: Xue, Peng, et al.
Publicado: (2020)

Adherence to the American Society for Colposcopy and Cervical Pathology guidelines: an observational study
por: Conrad, Sarah Kay, et al.
Publicado: (2022)

The Performance of Artificial Intelligence in Cervical Colposcopy: A Retrospective Data Analysis
por: Zhao, Yuqian, et al.
Publicado: (2022)

Colposcopy PostMenopause: A Challenge in Cervical Cancer Elimination Goal!
por: Patni, Ranu
Publicado: (2022)

Cervical Acid Phosphatase: A Biomarker of Cervical Dysplasia and a Potential Surrogate Endpoint for Colposcopy
por: Markovic, Olivera, et al.
Publicado: (2004)

Diagnostic value of the 2011 International Federation for Cervical Pathology and Colposcopy Terminology in predicting cervical lesions
por: Fan, Aiping, et al.
Publicado: (2018)

Retracted: Bayes Clustering and Structural Support Vector Machines for Segmentation of Carotid Artery Plaques in Multicontrast MRI
por: Computational and Mathematical Methods in Medicine,
Publicado: (2014)

Characterization of experimental diabetic neuropathy using multicontrast magnetic resonance neurography at ultra high field strength
por: Schwarz, Daniel, et al.
Publicado: (2020)

Cannot write session to /tmp/vufind_sessions/sess_8lgmlpc5qnb46jifejpblhjeev