Researcher profile
Margarita L. Zuley
2 papers in the PaperMetrix corpus
Publications
Papers by this author
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Learning knowledge from longitudinal data of mammograms to improving breast cancer risk prediction
2021
Breast cancer risk prediction is becoming increasingly important especially after recent advances in deep learning models. In breast cancer screening, it is common that patients have multiple longitudinal mammogram examinations, where the longitudinal imaging data …
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Longmambattn: A Novel Architecture for Enhanced Breast Cancer Risk Prediction Using Variable-Length Longitudinal Mammograms
2025
Recent advancements in deep learning have shown significant potential in predicting breast cancer risk from mammograms. While leveraging longitudinal changes in mammograms is crucial for accurate risk prediction, existing models often face limitations in capturing …