Normalization strategies in multi-center radiomics abdominal MRI: systematic review and meta-analyses
Goal: Artificial intelligence applied to medical image analysis has been extensively used to
develop non-invasive diagnostic and prognostic signatures. However, these imaging …
develop non-invasive diagnostic and prognostic signatures. However, these imaging …
[HTML][HTML] Progress of MRI in predicting the circumferential resection margin of rectal cancer: a narrative review
Y Ma, D Ma, X Xu, J Li, Z Guan - Asian Journal of Surgery, 2024 - Elsevier
Rectal cancer (RC) is the third most frequently diagnosed cancer worldwide, and the status
of its circumferential resection margin (CRM) is of paramount significance for treatment …
of its circumferential resection margin (CRM) is of paramount significance for treatment …
Towards semi-supervised multi-modal rectal cancer segmentation: A large-scale dataset and a multi-teacher uncertainty-aware network
Y Qiu, H Lu, J Mei, S Bao, J Xu - Expert Systems with Applications, 2024 - Elsevier
Rectal cancer is one of the most common malignant tumors of the digestive tract. Recently,
deep learning has attracted significant attention in computer-aided cancerous region …
deep learning has attracted significant attention in computer-aided cancerous region …
Comparison between different approaches for the creation of the training set: how clustering and dimensionality impact the performance of a Deep Learning model
In the last years, Deep learning (DL) has become an active research topic in the field of
medical image analysis, in particular for the automatic segmentation of pathological …
medical image analysis, in particular for the automatic segmentation of pathological …
[PDF][PDF] A Fully Automatic Multi-Vendor AI-System To Segment And Predict Resistance To Treatment Of Rectal Cancer On MRI
J Panic12, A Defeudis, L Vassallo, S Cirillo… - … OF THE WORLD …, 2024 - avestia.com
In this study, we developed and validated a fully automatic system based on pretreatment
MRI to predict resistance to therapy in rectal cancer patients using a multi-center and multi …
MRI to predict resistance to therapy in rectal cancer patients using a multi-center and multi …