Esophageal cancer detection framework based on time series information from smear images

C Zhang, D Jia, Z Li, N Wu, Z He, H Jiang… - Expert Systems with …, 2024 - Elsevier
The gold standard for esophageal cancer diagnosis and treatment is the Thinprep Cytologic
Test (TCT) of suspected sections. TCT refers to analyze the features of the lesion areas …

Hybrid Models for Endoscopy Image Analysis for Early Detection of Gastrointestinal Diseases Based on Fused Features

IA Ahmed, EM Senan, HSA Shatnawi - Diagnostics, 2023 - mdpi.com
The gastrointestinal system contains the upper and lower gastrointestinal tracts. The main
tasks of the gastrointestinal system are to break down food and convert it into essential …

Ensembled CNN with artificial bee colony optimization method for esophageal cancer stage classification using SVM classifier

A Chempak Kumar… - Journal of X-Ray Science …, 2024 - journals.sagepub.com
BACKGROUND: Esophageal cancer (EC) is aggressive cancer with a high fatality rate and a
rapid rise of the incidence globally. However, early diagnosis of EC remains a challenging …

[PDF][PDF] Revolutionizing Esophageal Cancer Diagnosis: A Deep Learning-Based Method in Endoscopic Images

SP Kunjumon, SF Stephen - International Journal of Advanced …, 2024 - saiconferences.com
Esophageal cancer (EC) is a severe and commonly increasing disease due to the
uncontrolled growth in the esophagus. It is the sixth leading cause of cancer-related deaths …

Ensembled CNN with artificial bee colony optimization method for esophageal cancer stage classification using SVM classifier

A Chempak Kumar, D Mubarak - Journal of X-Ray Science …, 2024 - content.iospress.com
BACKGROUND: Esophageal cancer (EC) is aggressive cancer with a high fatality rate and a
rapid rise of the incidence globally. However, early diagnosis of EC remains a challenging …

Classification of Esophageal Cancer Using Ensembled CNN with Generalized Normal Distribution Optimization Model and Support Vector Machine Classifier

A Chempak Kumar… - Congress on Smart …, 2022 - Springer
Esophageal carcinoma (EC) is aggressive cancer with a high mortality rate, ranking sixth in
the world. The global prevalence of esophageal cancer is steadily growing, and doctors …