Cervix type and cervical cancer classification system using deep learning techniques
LW Habtemariam, ET Zewde… - Medical devices: evidence …, 2022 - Taylor & Francis
Purpose Cervical cancer is the 4th most common cancer among women, worldwide.
Incidence and mortality rates are consistently increasing, especially in develo** countries …
Incidence and mortality rates are consistently increasing, especially in develo** countries …
Lightweight Low-Rank Adaptation Vision Transformer Framework for Cervical Cancer Detection and Cervix Type Classification
Cervical cancer is a major health concern worldwide, highlighting the urgent need for better
early detection methods to improve outcomes for patients. In this study, we present a novel …
early detection methods to improve outcomes for patients. In this study, we present a novel …
A customized ConvNeXt‐XL network with fusion of deep and handcrafted features for colposcopy image classification
T Natarajan, L Devan… - … Journal of Imaging …, 2024 - Wiley Online Library
Cervical cancer is the second most frequent cancer among women of all age groups
worldwide. It occurs due to human papillomavirus. In the premature stages, the symptoms …
worldwide. It occurs due to human papillomavirus. In the premature stages, the symptoms …
Transfer learning supported accurate assessment of multiclass cervix type images
T Natarajan, L Devan - … , Part H: Journal of Engineering in …, 2023 - journals.sagepub.com
Cervical cancer predominately affects women compared to lung, breast and endometrial
cancer. Premature stage identification and proper treatment of this cancer may lead to 100 …
cancer. Premature stage identification and proper treatment of this cancer may lead to 100 …