Predicting colorectal cancer using machine and deep learning algorithms: Challenges and opportunities

D Alboaneen, R Alqarni, S Alqahtani… - Big Data and Cognitive …, 2023 - mdpi.com
One of the three most serious and deadly cancers in the world is colorectal cancer. The most
crucial stage, like with any cancer, is early diagnosis. In the medical industry, artificial …

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 …

Colon cancer diagnosis based on machine learning and deep learning: Modalities and analysis techniques

M Tharwat, NA Sakr, S El-Sappagh, H Soliman… - Sensors, 2022 - mdpi.com
The treatment and diagnosis of colon cancer are considered to be social and economic
challenges due to the high mortality rates. Every year, around the world, almost half a million …

The role of AI technology in prediction, diagnosis and treatment of colorectal cancer

C Yu, EJ Helwig - Artificial intelligence review, 2022 - Springer
Artificial intelligence (AI) is a fascinating new technology that incorporates machine learning
and neural networks to improve existing technology or create new ones. Potential …

[HTML][HTML] Development of artificial intelligence technology in diagnosis, treatment, and prognosis of colorectal cancer

F Liang, S Wang, K Zhang, TJ Liu… - World Journal of …, 2022 - ncbi.nlm.nih.gov
Artificial intelligence (AI) technology has made leaps and bounds since its invention. AI
technology can be subdivided into many technologies such as machine learning and deep …

[HTML][HTML] Application of artificial intelligence to the diagnosis and therapy of colorectal cancer

Y Wang, X He, H Nie, J Zhou, P Cao… - American journal of …, 2020 - ncbi.nlm.nih.gov
Artificial intelligence (AI) is a relatively new branch of computer science involving many
disciplines and technologies, including robotics, speech recognition, natural language and …

Colon cancer prediction on histological images using deep learning features and Bayesian optimized SVM

T Babu, T Singh, D Gupta… - Journal of Intelligent & …, 2021 - content.iospress.com
Colon cancer is one of the highest cancer diagnosis mortality rates worldwide. However,
relying on the expertise of pathologists is a demanding and time-consuming process for …

Deep learning approaches to colorectal cancer diagnosis: a review

LD Tamang, BW Kim - Applied Sciences, 2021 - mdpi.com
Unprecedented breakthroughs in the development of graphical processing systems have
led to great potential for deep learning (DL) algorithms in analyzing visual anatomy from …

Deep learning predictive model for colon cancer patient using CNN-based classification

Z Tasnim, S Chakraborty… - International …, 2021 - researchers.cdu.edu.au
In recent years, the area of Medicine and Healthcare has made significant advances with the
assistance of computational technology. During this time, new diagnostic techniques were …

Review paper on research direction towards cancer prediction and prognosis using machine learning and deep learning models

NS Murthy, C Bethala - Journal of Ambient Intelligence and Humanized …, 2023 - Springer
Cancer is characterized as a heterogeneous disease of various types. The early detection
and prognosis of a cancer type have turned into a major requirement, as it facilitates …