2 papers
cs.CV2026
MamaDino: A Hybrid Vision Model for Breast Cancer 3-Year Risk Prediction
Ruggiero Santeramo, Igor Zubarev, Florian Jug
Breast cancer screening programmes increasingly seek to move from one-size-fits-all interval to risk-adapted and personalized strategies. Deep learning (DL) has enabled image-based…
stat.ML2018
Longitudinal detection of radiological abnormalities with time-modulated LSTM
Ruggiero Santeramo, Samuel Withey, Giovanni Montana
Convolutional neural networks (CNNs) have been successfully employed in recent years for the detection of radiological abnormalities in medical images such as plain x-rays. To date…