Artificial intelligence-assisted fast screening cervical high grade squamous intraepithelial lesion and squamous cell carcinoma diagnosis and treatment planning
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 …
diagnosed with cervical cancer every minute. Early diagnosis and classification of cervical …
The application of deep learning based diagnostic system to cervical squamous intraepithelial lesions recognition in colposcopy images
C Yuan, Y Yao, B Cheng, Y Cheng, Y Li, Y Li, X Liu… - Scientific reports, 2020 - nature.com
Background Deep learning has presented considerable potential and is gaining more
importance in computer assisted diagnosis. As the gold standard for pathologically …
importance in computer assisted diagnosis. As the gold standard for pathologically …
A survey for cervical cytopathology image analysis using deep learning
Cervical cancer is one of the most common and deadliest cancers among women. Despite
that, this cancer is entirely treatable if it is detected at a precancerous stage. Pap smear test …
that, this cancer is entirely treatable if it is detected at a precancerous stage. Pap smear test …
[HTML][HTML] ColpoNet for automated cervical cancer screening using colposcopy images
Cervical cancer is one among the trivial forms of cancer that counts for 6.6% of all females
cancers with an estimated 570,000 new cases in 2018. The mortality rate due to cervical …
cancers with an estimated 570,000 new cases in 2018. The mortality rate due to cervical …
DeepCervix: A deep learning-based framework for the classification of cervical cells using hybrid deep feature fusion techniques
Cervical cancer, one of the most common fatal cancers among women, can be prevented by
regular screening to detect any precancerous lesions at early stages and treat them. Pap …
regular screening to detect any precancerous lesions at early stages and treat them. Pap …
Cervical precancerous lesions classification using pre-trained densely connected convolutional networks with colposcopy images
T Zhang, Y Luo, P Li, P Liu, Y Du, P Sun… - … signal processing and …, 2020 - Elsevier
Colposcopy is currently a common medical technique for preventing cervical cancer.
However, with the increase of the workload, screening by artificial vision has the problems of …
However, with the increase of the workload, screening by artificial vision has the problems of …
Application of deep learning to the classification of uterine cervical squamous epithelial lesion from colposcopy images combined with HPV types
Y Miyagi, K Takehara, Y Nagayasu… - Oncology …, 2020 - spandidos-publications.com
The aim of the present study was to explore the feasibility of using deep learning, such as
artificial intelligence (AI), to classify cervical squamous epithelial lesions (SILs) from …
artificial intelligence (AI), to classify cervical squamous epithelial lesions (SILs) from …
A fully-automated deep learning pipeline for cervical cancer classification
Z Alyafeai, L Ghouti - Expert Systems with Applications, 2020 - Elsevier
Cervical cancer ranks the fourth most common cancer among females worldwide with
roughly 528, 000 new cases yearly. Around 85% of the new cases occurred in less …
roughly 528, 000 new cases yearly. Around 85% of the new cases occurred in less …
Application of deep learning to the classification of uterine cervical squamous epithelial lesion from colposcopy images
Y Miyagi, K Takehara, T Miyake - … and clinical oncology, 2019 - spandidos-publications.com
The aim of the present study was to explore the feasibility of using deep learning as artificial
intelligence (AI) to classify cervical squamous epithelial lesions (SIL) from colposcopy …
intelligence (AI) to classify cervical squamous epithelial lesions (SIL) from colposcopy …
Dual-path network with synergistic grouping loss and evidence driven risk stratification for whole slide cervical image analysis
Cervical cancer has been one of the most lethal cancers threatening women's health.
Nevertheless, the incidence of cervical cancer can be effectively minimized with preventive …
Nevertheless, the incidence of cervical cancer can be effectively minimized with preventive …