19 citations · 38 across the 15 of their papers we have counts for
3 papers · 1 filter
Cyst-X: A Multi-Center MRI Benchmark and Federated Learning Framework for Malignancy-Risk Stratification of Pancreatic Cystic Neoplasm
Hongyi Pan, Gorkem Durak, Elif Keles +27
Pancreatic cancer is projected to be the second-deadliest cancer by 2030, making early detection critical. Intraductal papillary mucinous neoplasms (IPMNs), key cancer precursors,…
FeDETR: a Federated Approach for Stenosis Detection in Coronary Angiography
Raffaele Mineo, Amelia Sorrenti, Federica Proietto Salanitri
Assessing the severity of stenoses in coronary angiography is critical to the patient's health, as coronary stenosis is an underlying factor in heart failure. Current practice for…
Hierarchical 3D Feature Learning for Pancreas Segmentation
Federica Proietto Salanitri, Giovanni Bellitto, Ismail Irmakci +3
We propose a novel 3D fully convolutional deep network for automated pancreas segmentation from both MRI and CT scans. More specifically, the proposed model consists of a 3D encode…