Automatic cervical cell segmentation and classification in Pap smears
T Chankong, N Theera-Umpon… - Computer methods and …, 2014 - Elsevier
Cervical cancer is one of the leading causes of cancer death in females worldwide. The
disease can be cured if the patient is diagnosed in the pre-cancerous lesion stage or earlier …
disease can be cured if the patient is diagnosed in the pre-cancerous lesion stage or earlier …
An application of transfer learning and ensemble learning techniques for cervical histopathology image classification
In recent years, researches are concentrating on the effectiveness of Transfer Learning (TL)
and Ensemble Learning (EL) techniques in cervical histopathology image analysis …
and Ensemble Learning (EL) techniques in cervical histopathology image analysis …
A review for cervical histopathology image analysis using machine vision approaches
Because cervical histopathology image analysis plays a very importation role in the cancer
diagnosis and medical treatment processes, since the 1980s, more and more effective …
diagnosis and medical treatment processes, since the 1980s, more and more effective …
A survey on automated cancer diagnosis from histopathology images
J Angel Arul Jothi, V Mary Anita Rajam - Artificial Intelligence Review, 2017 - Springer
Detecting cancer at an early stage is useful in better patient prognosis and treatment
planning. Even though there are several preliminary tests and non-invasive procedures that …
planning. Even though there are several preliminary tests and non-invasive procedures that …
Automatic detection of cervical cancer cells by a two‐level cascade classification system
J Su, X Xu, Y He, J Song - Analytical Cellular Pathology, 2016 - Wiley Online Library
We proposed a method for automatic detection of cervical cancer cells in images captured
from thin liquid based cytology slides. We selected 20,000 cells in images derived from 120 …
from thin liquid based cytology slides. We selected 20,000 cells in images derived from 120 …
Transfer learning based classification of cervical cancer immunohistochemistry images
Cervical cancer is the fourth leading cause of cancer-related deaths. It is very important to
make the precise diagnosis for the early stage of cervical cancer. In recent years, transfer …
make the precise diagnosis for the early stage of cervical cancer. In recent years, transfer …
An image-based flow cytometric approach to the assessment of the nucleus-to-cytoplasm ratio
The nucleus-to-cytoplasm ratio (N: C) can be used as one metric in histology for grading
certain types of tumor malignancy. Current N: C assessment techniques are time-consuming …
certain types of tumor malignancy. Current N: C assessment techniques are time-consuming …
[PDF][PDF] Classification of cervical cancer cells in PAP smear screening test
S Athinarayanan, MV Srinath - ICTACT Journal on Image and …, 2016 - researchgate.net
Cervical cancer is second topmost cancers among women but also, it was a curable one.
Regular smear test can discover the sign of precancerous cell and treated the patient …
Regular smear test can discover the sign of precancerous cell and treated the patient …
Cervical cancer classification using Gabor filters
This paper presents a novel algorithm for computer-assisted classification of cervical
cancers using digitized histology images of biopsies. Texture analysis of the nuclei structure …
cancers using digitized histology images of biopsies. Texture analysis of the nuclei structure …
SVM classifier of cervical histopathology images based on texture and morphological features
S He, B Xiao, H Wei, S Huang… - Technology and Health …, 2023 - content.iospress.com
BACKGROUND: Cervical histopathology image classification is a crucial indicator in cervical
biopsy results. OBJECTIVE: The objective of this study is to identify histopathology images of …
biopsy results. OBJECTIVE: The objective of this study is to identify histopathology images of …