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08/08/2023
ConDistFL: Conditional Distillation for Federated Learning from Partially Annotated Data
Developing a generalized segmentation model capable of simultaneously de...
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08/19/2021
Multi-task Federated Learning for Heterogeneous Pancreas Segmentation
Federated learning (FL) for medical image segmentation becomes more chal...
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07/22/2021
Segmentation of Cardiac Structures via Successive Subspace Learning with Saab Transform from Cine MRI
Assessment of cardiovascular disease (CVD) with cine magnetic resonance ...
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05/03/2021
Spectral Machine Learning for Pancreatic Mass Imaging Classification
We present a novel spectral machine learning (SML) method in screening f...
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09/28/2020
Automated Pancreas Segmentation Using Multi-institutional Collaborative Deep Learning
The performance of deep learning-based methods strongly relies on the nu...
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01/31/2020
A Consistency Theorem for Randomized Singular Value Decomposition
The singular value decomposition (SVD) and the principal component analy...
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11/05/2018