Aimilia Gastounioti
Orcid: 0000-0002-3359-7195
According to our database1,
Aimilia Gastounioti
authored at least 23 papers
between 2011 and 2023.
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Bibliography
2023
Performance Gaps of Artificial Intelligence Models Screening Mammography - Towards Fair and Interpretable Models.
CoRR, 2023
2021
Deep-LIBRA: An artificial-intelligence method for robust quantification of breast density with independent validation in breast cancer risk assessment.
Medical Image Anal., 2021
GaNDLF: A Generally Nuanced Deep Learning Framework for Scalable End-to-End Clinical Workflows in Medical Imaging.
CoRR, 2021
2020
Deep-LIBRA: Artificial intelligence method for robust quantification of breast density with independent validation in breast cancer risk assessment.
CoRR, 2020
Proceedings of the Machine Learning in Medical Imaging - 11th International Workshop, 2020
Robust radiomic feature selection in digital mammography: understanding the effect of imaging acquisition physics using phantom and clinical data analysis.
Proceedings of the Medical Imaging 2020: Computer-Aided Diagnosis, 2020
2019
Associations between mammographic phenotypes and histopathologic features in ductal carcinoma in situ.
Proceedings of the Medical Imaging 2019: Computer-Aided Diagnosis, 2019
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2019
2018
Volumetric versus area-based density assessment: comparisons using automated quantitative measurements from a large screening cohort.
Proceedings of the Medical Imaging 2018: Image Processing, 2018
Validation of the textural realism of a 3D anthropomorphic phantom for digital breast tomosynthesis.
Proceedings of the 14th International Workshop on Breast Imaging, 2018
2017
Convolutional neural network approach for enhanced capture of breast parenchymal complexity patterns associated with breast cancer risk.
Proceedings of the Medical Imaging 2017: Computer-Aided Diagnosis, 2017
Proceedings of the Medical Imaging 2017: Computer-Aided Diagnosis, 2017
2016
Preliminary evaluation of a fully automated quantitative framework for characterizing general breast tissue histology via color histogram and color texture analysis.
Proceedings of the Medical Imaging 2016: Digital Pathology, San Diego, California, United States, 27 February, 2016
Parenchymal texture measures weighted by breast anatomy: preliminary optimization in a case-control study.
Proceedings of the Medical Imaging 2016: Computer-Aided Diagnosis, San Diego, California, United States, 27 February, 2016
2015
A Novel Computerized Tool to Stratify Risk in Carotid Atherosclerosis Using Kinematic Features of the Arterial Wall.
IEEE J. Biomed. Health Informatics, 2015
Graph-Based Motion-Driven Segmentation of the Carotid Atherosclerotique Plaque in 2D Ultrasound Sequences.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference Munich, Germany, October 5, 2015
Using ultrasound image analysis to evaluate the role of elastography imaging in the diagnosis of carotid atherosclerosis.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
2014
CAROTID - A web-based platform for optimal personalized management of atherosclerotic patients.
Comput. Methods Programs Biomed., 2014
Bilateral asymmetry in ultrasound-image-based mechanical and textural features in subjects with asymptomatic carotid artery disease.
Proceedings of IEEE-EMBS International Conference on Biomedical and Health Informatics, 2014
2013
Toward Novel Noninvasive and Low-Cost Markers for Predicting Strokes in Asymptomatic Carotid Atherosclerosis: The Role of Ultrasound Image Analysis.
IEEE Trans. Biomed. Eng., 2013
Multiscale motion analysis of the carotid artery wall from B-mode ultrasound: Investigating the optimal wavelet parameterization.
Proceedings of the 13th IEEE International Conference on BioInformatics and BioEngineering, 2013
2012
Comparison of Block Matching and Differential Methods for Motion Analysis of the Carotid Artery Wall From Ultrasound Images.
IEEE Trans. Inf. Technol. Biomed., 2012
2011
Affine optical flow combined with multiscale image analysis for motion estimation of the arterial wall from B-mode ultrasound.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011