A review of medical diagnostic video analysis using deep learning techniques

M Farhad, MM Masud, A Beg, A Ahmad, L Ahmed - Applied Sciences, 2023 - mdpi.com
The automated analysis of medical diagnostic videos, such as ultrasound and endoscopy,
provides significant benefits in clinical practice by improving the efficiency and accuracy of …

Artificial intelligence for colonoscopy: past, present, and future

W Tavanapong, JH Oh, MA Riegler… - IEEE journal of …, 2022 - ieeexplore.ieee.org
During the past decades, many automated image analysis methods have been developed
for colonoscopy. Real-time implementation of the most promising methods during …

Non-complex CNN models for colorectal cancer (CRC) classification based on histological images

N Ibrahim, NKC Pratiwi, MA Pramudito… - Proceedings of the 1st …, 2021 - Springer
Colorectal cancer become a significant public health issue and is the world's second leading
cause of death from cancer. Cancer becomes a very dangerous disease, because it gives …

Deep learning based analysis in oncological studies: Colorectal cancer staging

AF Khumsi, K Almezhghwi, K Adweb - … on Theory and Application of Soft …, 2019 - Springer
The introduction of deep learning in the medical sector for the diagnosis and classification of
tissue images has proven to have the best accuracy level over the years. Hence in this …

Transfer Learning Based Model for Colon Cancer Prediction Using VGG16

S Koppad, B Annappa… - 2023 IEEE 5th International …, 2023 - ieeexplore.ieee.org
Colon cancer, or a colorectal cancer, is a malignant neoplasm that originates in the colon. It
is one of the most prevalent forms of cancer globally, with significant impacts on morbidity …

CT Images Classification of Hepatic Hydatid Disease by Different Methods

N Abdukeyim, Z Liu, C Yan - 2019 6th International Conference …, 2019 - ieeexplore.ieee.org
This paper discussed the application of traditional machine learning and deep learning
methods in CT image classification of liver hydatid. At first, the Median filtering algorithm was …

[PDF][PDF] Computer-aided diagnosis in colorectal cancer: current concepts and future prospects

AC Ioanovici, AM Feier, I Țilea, D Dobru - Journal of Interdisciplinary …, 2017 - sciendo.com
Colorectal cancer is an important health issue, both in terms of the number of people
affected and the associated costs. Colonoscopy is an important screening method that has a …

Maturity Differentiation of Colon Polyp Based on Endoscopic Images Using Machine Learning and Spatial Feature

AW Muhammad, U Athiyah, WA Saputra… - 2020 27th …, 2020 - ieeexplore.ieee.org
Colon cancer is a dangerous type of degradative disease after lung cancer. Colon cancer
start with the presence of polyps on the colon. Early preventive measures are important …