A Physiological-Informed Generative Model for Improving Breast Lesion Classification in Small DCE-MRI Datasets.
IEEE J. Biomed. Health Informatics, November, 2024
Multi-planar 3D breast segmentation in MRI via deep convolutional neural networks.
Artif. Intell. Medicine, 2020
Radiomic features analysis by digital breast tomosynthesis and contrast-enhanced dual-energy mammography to detect malignant breast lesions.
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Biomed. Signal Process. Control., 2019
Comprehensive computer-aided diagnosis for breast T1-weighted DCE-MRI through quantitative dynamical features and spatio-temporal local binary patterns.
IET Comput. Vis., 2018
An Investigation of Deep Learning for Lesions Malignancy Classification in Breast DCE-MRI.
Proceedings of the Image Analysis and Processing - ICIAP 2017, 2017
Breast segmentation using Fuzzy C-Means and anatomical priors in DCE-MRI.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016
A geometrical perspective on the 3TP method in DCE-MRI.
Biomed. Signal Process. Control., 2015
Data-driven selection of motion correction techniques in breast DCE-MRI.
Proceedings of the 2015 IEEE International Symposium on Medical Measurements and Applications, 2015
LBP-TOP for Volume Lesion Classification in Breast DCE-MRI.
Proceedings of the Image Analysis and Processing - ICIAP 2015, 2015
A Novel Model-Based Measure for Quality Evaluation of Image Registration Techniques in DCE-MRI.
Proceedings of the 2014 IEEE 27th International Symposium on Computer-Based Medical Systems, 2014
Lesion detection and classification in breast cancer: evaluation of approaches based on morphological features, tracer kinetic modelling and semi-quantitative parameters in MR functional imaging (DCE-MRI).
PhD thesis, 2013
Automatic Lesion Detection in Breast DCE-MRI.
Proceedings of the Image Analysis and Processing - ICIAP 2013, 2013
A Multiple Classifier System for Classification of Breast Lesions Using Dynamic and Morphological Features in DCE-MRI.
Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2012
Segmentation and classification of breast lesions using dynamic and textural features in Dynamic Contrast Enhanced-Magnetic Resonance Imaging.
Proceedings of CBMS 2012, 2012
An expectation-maximisation approach for simultaneous pixel classification and tracer kinetic modelling in dynamic contrast enhanced-magnetic resonance imaging.
Medical Biol. Eng. Comput., 2011
Discrimination power of long-term heart rate variability measures for chronic heart failure detection.
Medical Biol. Eng. Comput., 2011
Selection of Suspicious ROIs in Breast DCE-MRI.
Proceedings of the Image Analysis and Processing - ICIAP 2011, 2011