Colorectal polyps detection in virtual colonoscopy using 3D geometric features and deep learning

M Yousuf, S Harb, I Alkabbany, A Ali… - 2024 IEEE …, 2024 - ieeexplore.ieee.org
Early diagnosis of colorectal polyps, before they turn into cancer, is one of the main keys for
treatment. In this work, we propose a framework to help radiologists in identifying polyp …

An AI-Based Colonic Polyp Classifier for Colorectal Cancer Screening Using Low-Dose Abdominal CT

I Alkabbany, AM Ali, M Mohamed, SM Elshazly… - Sensors, 2022 - mdpi.com
Among the non-invasive Colorectal cancer (CRC) screening approaches, Computed
Tomography Colonography (CTC) and Virtual Colonoscopy (VC), are much more accurate …

An Automatic Colorectal Polyps Detection Approach for Ct Colonography

M Yousuf, I Alkabbany, A Ali… - … on Image Processing …, 2023 - ieeexplore.ieee.org
In this work, we propose an automatic colorectal polyps detection approach that consists of
two cascade stages. In the first stage, a CNN model is trained to detect polyps in axial CT …

[PDF][PDF] Colorectal Protrusions Detection based on Conformal Colon Flattening

Y Ren, W Hu, Z Li, W Chen, N Lei - 2024 - diglib.eg.org
We propose an innovative approach to automatically detect colorectal protrusions on the
colon surface. In the colon, these protrusions include polyps. This approach comprises two …

Stabilising visualisation by reducing camera movements in virtual colonoscopy methods

M Mohamed, A Ali, S Elshazly… - Computer Methods in …, 2021 - Taylor & Francis
In virtual colonoscopy (VC) approaches, cameras are moved along the centerline of a colon
to visualise its inner surface. The orientation of each camera depends on its position and the …

Passive method for 3D reconstruction of human jaw: theory and application.

M Ghanoum - 2021 - ir.library.louisville.edu
Oral dental applications based on visual data pose various challenges. There are problems
with lighting (effect of saliva, tooth dis-colorization, gum texture, and other sources of …