A comprehensive review of deep learning in colon cancer

I Pacal, D Karaboga, A Basturk, B Akay… - Computers in Biology …, 2020 - Elsevier
Deep learning has emerged as a leading machine learning tool in object detection and has
attracted attention with its achievements in progressing medical image analysis …

Automated system for colon cancer detection and segmentation based on deep learning techniques

AT Azar, M Tounsi, SM Fati, Y Javed… - International Journal of …, 2023 - igi-global.com
Colon cancer is one of the world's three most deadly and severe cancers. As with any
cancer, the key priority is early detection. Deep learning (DL) applications have recently …

Colorectal Polyp Localization: From Image Restoration to Real-time Detection with Deep Learning

MD Manshadi, M Mousavi, A Golzarian… - 2023 IEEE 17th …, 2023 - ieeexplore.ieee.org
Increasing demands for artificial intelligence tools in the medical sector show the huge
interest of physicians. In recent years, one of the most effective assistant systems in this field …

Advanced pattern recognition tools for disease diagnosis

A Subasi, SS Panigrahi, BS Patil, MA Canbaz… - 5G IoT and Edge …, 2022 - Elsevier
Abstract Machine learning (ML) uses statistical theory to create models from data samples.
Using the predictive and statistical models, computers can clean and curate the data …

Enhanced Colorectal Cancer Detection and Localization Using Self-Attention Mechanisms in Deep Learning

T Gurumoorthi, P Logesh, NM Ismail… - 2024 2nd International …, 2024 - ieeexplore.ieee.org
Colorectal cancer belongs to the top/top-ranked malignancies worldwide, ranking among
the leading causes of cancer deaths. Hence, improved methods for detection and …

AI-Generated CT Scan Image for Improving Colorectal Cancer Classification

S Nizam, MAM Ali, MR Abidin - 2023 IEEE 8th International …, 2023 - ieeexplore.ieee.org
This research focuses on the improvement of classification of abnormal and normal CT scan
images in the context of colorectal cancer by using generated CT scan images. Limited data …

Positive Predictive Value of Ultrasonography for Detection of Ovarian Masses Taking Magnetic Resonance Imaging as a Gold Standard

N Jabeen, A Sattar, MM Bakhsh, N Farhan… - Pakistan Journal of …, 2023 - pjmhsonline.com
Aim: To determine the efficacy of ultrasonography in the detection of ovarian masses
considering MRI a Gold standard. Study design: Prospective analytical cross-sectional study …