Aimilia Gastounioti

19PUBLICATIONS
43CO-AUTHORS
Deep learningBiomedical imagingCancer diagnosisModelling and simulationCross-sectional analysis
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Publications (19)

|Apr 24, 2026
Head-to-head comparisons of breast density assessment models using deep learning on digital and synthetic mammograms.

|May 13, 2025
Radiomic Parenchymal Phenotypes of Breast Texture from Mammography and Association with Risk of Breast Cancer.

Stacey J Winham, Anne Marie McCarthy, Christopher G Scott

|Apr 09, 2025
Radiologic imaging biomarkers in triple-negative breast cancer: a literature review about the role of artificial intelligence and the way forward.

Kanika Bhalla, Qi Xiao, José Marcio Luna

|Apr 09, 2025
Artificial intelligence and consistency in patient care: a large-scale longitudinal study of mammographic density assessment.

Susan O Holley, Daniel Cardoza, Thomas P Matthews

|Apr 08, 2025
Subgroup evaluation to understand performance gaps in deep learning-based classification of regions of interest on mammography.

MinJae Woo, Linglin Zhang, Beatrice Brown-Mulry

|Dec 09, 2024
Volumetric Breast Density Estimation From Three-Dimensional Reconstructed Digital Breast Tomosynthesis Images Using Deep Learning.

Vinayak S Ahluwalia, Nehal Doiphode, Walter C Mankowski

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Frequent Collaborators

11 joint publications

Despina Kontos

5 joint publications

Emily F Conant

4 joint publications

Celine M Vachon

3 joint publications

Sarthak Pati