Segmentation of cervical nuclei using convolutional neural network for conventional cytology

JBA Teixeira, MT Rezende, DN Diniz… - … Engineering: Imaging …, 2023 - Taylor & Francis
… optical microscope, professionals interpret the observed image, … -assisted cervical cancer
screening, nuclei detection is … and delivered a new image database called CRIC Cervix-Seg, …

Deep Neural Network for the Detection and Classification of Spontaneous Abortion Associated with Cervical Cancer

PSN Anandavally, VMA Bai - Journal of Advanced Research …, 2024 - semarakilmu.com.my
… each image on a smeared slide under the microscope in order … Additionally, the cervix may
be more susceptible to infection … analysis applications where Convolutional Neural Network (…

Deep convolutional neural networks for multiclass cervical cell classification

MCP Archana, JV Panicker - 2022 International Conference on …, 2022 - ieeexplore.ieee.org
… the morphological properties of cells on microscopic slides. Manual cervical cancer testing is
dependent on … By using Whole Slide Image, we propose a novel method to classify cervical

MSCI: A multistate dataset for colposcopy image classification of cervical cancer screening

Y Yu, J Ma, W Zhao, Z Li, S Ding - International journal of medical …, 2021 - Elsevier
convolutional neural network (C-GCNN) for colposcopy … of cell samples from the cervix
and requires professional medical personnel to examine these samples under a microscope for …

Analysis of cytology pap smear images based on ensemble deep learning approach

M Alsalatie, H Alquran, WA Mustafa, Y Mohd Yacob… - Diagnostics, 2022 - mdpi.com
… Conventional cervical cancer screening and classifying methods … the convolutional neural
network (CNN) for medical imageMicroscopic examination of abnormal variations at the cell

A deep learning ensemble method to assist cytopathologists in pap test image classification

D N. Diniz, M T. Rezende, A GC Bianchi… - … of Imaging, 2021 - mdpi.com
deep convolutional neural networks and proposes an ensemble of the three best architectures
to classify cervical cancer upon cell … smears under an optical microscope to evaluate the …

DeepLeuk: a convolutional neural network pre-trained model for microscopic cell images-Based leukemia Cancer analysis

GK Yenurkar, S Mal, N Thakur, S Dhomne… - Multimedia Tools and …, 2024 - Springer
cells from healthy ones through microscopic cell images. This research introduces a deep
learning-based leukemia cancer … , utilizing microscopic cell images to detect malignant cells. …

Prediction Models Applying Convolutional Neural Network based Deep Learning to Cervical Cancer Outcomes

B Chitra, SS Kumar, D Subbulekshmi - IETE Journal of Research, 2024 - Taylor & Francis
screening system. Therefore, this paper compares the efficiency of two deep learning-based
cervical cancer screening … Utilizing an optical microscope and a CCD camera these images

Cervical cancer diagnosis using convolution neural network with conditional random field

VD Soni, AN Soni - 2021 third international conference on …, 2021 - ieeexplore.ieee.org
… , cervical cancer has been one of the most prevalent cancersMalignant (cancer) cells grow
in the tissues of the cervix in … microscopic image classification engine that can automatically …

Cervical cancer classification using image processing approach: A review

LZ Wei, WA Mustafa, MA Jamlos… - IOP Conference …, 2020 - iopscience.iop.org
convolutional neural network in the automatic classification of cervix cancer from cytological
image… a classifier trained on histological microscopic images of cervical cancer by VEGF and …