Novel research and future prospects of artificial intelligence in cancer diagnosis and treatment
C Zhang, J Xu, R Tang, J Yang, W Wang, X Yu… - Journal of Hematology & …, 2023 - Springer
Research into the potential benefits of artificial intelligence for comprehending the intricate
biology of cancer has grown as a result of the widespread use of deep learning and …
biology of cancer has grown as a result of the widespread use of deep learning and …
Comparative analysis of machine learning and deep learning models for improved cancer detection: A comprehensive review of recent advancements in diagnostic …
Cancer remains a leading reason of mortality, with the current global death toll estimated at
10 million and projected to surpass 16 million by 2040 as reported by the World Health …
10 million and projected to surpass 16 million by 2040 as reported by the World Health …
An efficient colorectal cancer detection network using atrous convolution with coordinate attention transformer and histopathological images
M Khalid, S Deivasigamani, SV, S Rajendran - Scientific Reports, 2024 - nature.com
The second most common type of malignant tumor worldwide is colorectal cancer.
Histopathology image analysis offers crucial data for the clinical diagnosis of colorectal …
Histopathology image analysis offers crucial data for the clinical diagnosis of colorectal …
Advancements in traditional machine learning techniques for detection and diagnosis of fatal cancer types: Comprehensive review of biomedical imaging datasets
Accurate cancer detection and diagnosis are imperative for advancing patient outcomes and
mitigating mortality rates. This extensive review scrutinizes the progress within the domain of …
mitigating mortality rates. This extensive review scrutinizes the progress within the domain of …
Color-CADx: a deep learning approach for colorectal cancer classification through triple convolutional neural networks and discrete cosine transform
Colorectal cancer (CRC) exhibits a significant death rate that consistently impacts human
lives worldwide. Histopathological examination is the standard method for CRC diagnosis …
lives worldwide. Histopathological examination is the standard method for CRC diagnosis …
A depth analysis of recent innovations in non-invasive techniques using artificial intelligence approach for cancer prediction
The fight against cancer, a relentless global health crisis, emphasizes the urgency for
efficient and automated early detection methods. To address this critical need, this review …
efficient and automated early detection methods. To address this critical need, this review …
CViTS-Net: A CNN-ViT Network with Skip Connections for Histopathology Image Classification
Histopathological image classification stands as a cornerstone in the pathological diagnosis
workflow, yet it remains challenging due to the inherent complexity of histopathological …
workflow, yet it remains challenging due to the inherent complexity of histopathological …
EL-CNN: An enhanced lightweight classification method for colorectal cancer histopathological images
XL Pan, B Hua, K Tong, X Li, JL Luo, H Yang… - … Signal Processing and …, 2025 - Elsevier
Colorectal cancer (CRC) histopathological image classification is a critical part of
diagnosing CRC. In this context, the classification efficiency of deep learning methods is …
diagnosing CRC. In this context, the classification efficiency of deep learning methods is …
An improved multi-scale gradient generative adversarial network for enhancing classification of colorectal cancer histological images
L Jiang, S Huang, C Luo, J Zhang, W Chen… - Frontiers in …, 2023 - frontiersin.org
Introduction Deep learning-based solutions for histological image classification have gained
attention in recent years due to their potential for objective evaluation of histological images …
attention in recent years due to their potential for objective evaluation of histological images …
Analysis of Colorectal and Gastric Cancer Classification: A Mathematical Insight Utilizing Traditional Machine Learning Classifiers
Cancer remains a formidable global health challenge, claiming millions of lives annually.
Timely and accurate cancer diagnosis is imperative. While numerous reviews have explored …
Timely and accurate cancer diagnosis is imperative. While numerous reviews have explored …