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eess.IV2024★ 5 cited
Towards a vision foundation model for comprehensive assessment of Cardiac MRI
Athira J Jacob, Indraneel Borgohain, Teodora Chitiboi +3
Cardiac magnetic resonance imaging (CMR), considered the gold standard for noninvasive cardiac assessment, is a diverse and complex modality requiring a wide variety of image proce…
eess.IV2024
DCSM 2.0: Deep Conditional Shape Models for Data Efficient Segmentation
Athira J Jacob, Puneet Sharma, Daniel Rueckert
Segmentation is often the first step in many medical image analyses workflows. Deep learning approaches, while giving state-of-the-art accuracies, are data intensive and do not sca…