Cargando…

Diagnosis of Cervical Cancer based on Ensemble Deep Learning Network using Colposcopy Images

Traditional screening of cervical cancer type classification majorly depends on the pathologist's experience, which also has less accuracy. Colposcopy is a critical component of cervical cancer prevention. In conjunction with precancer screening and treatment, colposcopy has played an essential...

Descripción completa

Detalles Bibliográficos
Autores principales:	Chandran, Venkatesan, Sumithra, M. G., Karthick, Alagar, George, Tony, Deivakani, M., Elakkiya, Balan, Subramaniam, Umashankar, Manoharan, S.
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Hindawi 2021
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8112909/ https://www.ncbi.nlm.nih.gov/pubmed/33997017 http://dx.doi.org/10.1155/2021/5584004

Ejemplares similares

An Expert System for COVID-19 Infection Tracking in Lungs Using Image Processing and Deep Learning Techniques
por: Subramaniam, Umashankar, et al.
Publicado: (2021)

COVID-19 Detection Based on Lung Ct Scan Using Deep Learning Techniques
por: Kogilavani, S. V., et al.
Publicado: (2022)

Automated Detection of Infection in Diabetic Foot Ulcer Images Using Convolutional Neural Network
por: Yogapriya, J., et al.
Publicado: (2022)

Chronic Cervicitis and Cervical Cancer Detection Based on Deep Learning of Colposcopy Images Toward Translational Pharmacology
por: Huang, Wei, et al.
Publicado: (2022)

Application of EfficientNet‐B0 and GRU‐based deep learning on classifying the colposcopy diagnosis of precancerous cervical lesions
por: Chen, Xiaoyue, 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)

Application of deep learning to the classification of uterine cervical squamous epithelial lesion from colposcopy images
por: Miyagi, Yasunari, et al.
Publicado: (2019)

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

Application of deep learning to the classification of images from colposcopy
por: Sato, Masakazu, et al.
Publicado: (2018)

Accuracy of the Triple Test Versus Colposcopy for the Diagnosis of Premalignant and Malignant Cervical Lesions
por: Fattahi Meybodi, Neda, et al.
Publicado: (2020)

The application of deep learning based diagnostic system to cervical squamous intraepithelial lesions recognition in colposcopy images
por: Yuan, Chunnv, et al.
Publicado: (2020)

Diagnosis of Cervical Intraepithelial Neoplasia and Invasive Cervical Carcinoma by Cervical Biopsy under Colposcopy and Analysis of Factors Influencing
por: Wang, Ying, 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)

Diagnosis of Retinal Diseases Based on Bayesian Optimization Deep Learning Network Using Optical Coherence Tomography Images
por: Subramanian, Malliga, et al.
Publicado: (2022)

Radiomics Diagnostic Tool Based on Deep Learning for Colposcopy Image Classification
por: Jiménez Gaona, Yuliana, et al.
Publicado: (2022)

Application of deep learning to the classification of uterine cervical squamous epithelial lesion from colposcopy images combined with HPV types
por: Miyagi, Yasunari, et al.
Publicado: (2020)

Combined dynamic spectral imaging and routine colposcopy strategy for the diagnosis of pre-cancerous cervical lesions
por: Liu, Dan, et al.
Publicado: (2019)

Evaluation of the diagnostic performance of colposcopy in the diagnosis of histologic cervical intraepithelial neoplasia 2+ (CIN2+)
por: Dorji, Namkha, et al.
Publicado: (2022)

Gastrointestinal Tract Disease Classification from Wireless Endoscopy Images Using Pretrained Deep Learning Model
por: Yogapriya, J., et al.
Publicado: (2021)

Prediction of the Age and Gender Based on Human Face Images Based on Deep Learning Algorithm
por: Haseena, S., et al.
Publicado: (2022)

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

Diagnosing Breast Cancer Based on the Adaptive Neuro-Fuzzy Inference System
por: Chidambaram, S., et al.
Publicado: (2022)

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)

Computer-aided diagnostic system based on deep learning for classifying colposcopy images
por: Liu, Lu, et al.
Publicado: (2021)

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)

Analysis of New Colposcopy Techniques in the Diagnosis and Evolution of SIL/CIN: Comparison of Colposcopy with the DSI System (COLPO-DSI Study)
por: González González, Virginia, et al.
Publicado: (2023)

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)

Multicontrast Pocket Colposcopy Cervical Cancer Diagnostic Algorithm for Referral Populations
por: Skerrett, Erica, et al.
Publicado: (2022)

Adverse outcomes after colposcopy
por: Flanagan, Sarah M, et al.
Publicado: (2011)

Automated cervical cell segmentation using deep ensemble learning
por: Ji, Jie, et al.
Publicado: (2023)

Analysis of Sensitivity, Specificity, and Positive and Negative Predictive Values of Smear and Colposcopy in Diagnosis of Premalignant and Malignant Cervical Lesions
por: Barut, Mert Ulaş, et al.
Publicado: (2015)

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

Cannot write session to /tmp/vufind_sessions/sess_ecdvadesg6htt1ea3o0f9evsqc