Application of artificial intelligence in diagnosis and treatment of colorectal cancer: A novel Prospect

Z Yin, C Yao, L Zhang, S Qi - Frontiers in Medicine, 2023 - frontiersin.org
In the past few decades, according to the rapid development of information technology,
artificial intelligence (AI) has also made significant progress in the medical field. Colorectal …

Recent trend in medical imaging modalities and their applications in disease diagnosis: a review

B Abhisheka, SK Biswas, B Purkayastha, D Das… - Multimedia Tools and …, 2024 - Springer
Medical Imaging (MI) plays a crucial role in healthcare, including disease diagnosis,
treatment, and continuous monitoring. The integration of non-invasive techniques such as X …

Classification of tumor in one single ultrasound image via a novel multi-view learning strategy

Y Luo, Q Huang, L Liu - Pattern Recognition, 2023 - Elsevier
Computer-aided diagnosis (CAD) technology has been widely used in the early diagnosis of
breast cancer. Nowadays, most of the existing breast ultrasound classification methods need …

Deep fusion of human-machine knowledge with attention mechanism for breast cancer diagnosis

Y Luo, Z Lu, L Liu, Q Huang - Biomedical Signal Processing and Control, 2023 - Elsevier
Breast cancer is a common disease worldwide that poses a significant threat to the health of
women. Many researchers have developed computer-aided diagnosis (CAD) systems to …

Tumor segmentation in colorectal ultrasound images using an ensemble transfer learning model: Towards intra-operative margin assessment

F Geldof, CWA Pruijssers, LJS Jong, D Veluponnar… - Diagnostics, 2023 - mdpi.com
Tumor boundary identification during colorectal cancer surgery can be challenging, and
incomplete tumor removal occurs in approximately 10% of the patients operated for …

Two novel deep multi-view support vector machines for multiclass classification

Y Li, X Xie - Applied Intelligence, 2025 - Springer
Multi-view classification methods have better generalization performance compared to the
single-view classification methods due to the consistency information from multiple views. In …

The use of ultrasound in colonic and perianal diseases

A Fábián, R Bor, Z Szepes - Current Opinion in Gastroenterology, 2023 - journals.lww.com
The feasibility of IUS in monitoring IBD activity is supported by growing evidence, but
uniform IUS indices are still lacking. Recent advancements in EUS are expanding …

Multi-view block Fusion Algorithm for Data Mining and Intelligent Sports Training

L Li - 2022 3rd International Conference on Electronics and …, 2022 - ieeexplore.ieee.org
Multi-view block fusion algorithm for data mining and intelligent sports training is designed
and implemented in this manuscript. It has excellent performance in the field of ultra-high …

Emerging Role of Artificial Intelligence in Colorectal Cancer: Screening and Diagnosis

A Mitsala, C Tsalikidis, M Koukourakis… - 2024 - Springer
The ongoing technological progress has created favorable conditions for the widespread
adoption of artificial intelligence (AI) algorithms in the medical field with promising results …

A Deep Learning Model for Accurate Multi-Modal Feature Fusion and Segmentation of Breast Cancer Nodules

K Anusha, KR Madhavi - International Journal of Computer …, 2025 - cspub-ijcisim.org
Breast cancer is characterized by the uncontrolled growth of breast cells, resulting in the
formation of tumors. In this study, we propose the AMFFR-Net model, a deep learning …