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Precision at Scale: Domain-Specific Datasets On-Demand
Recent self-supervised learning methods rely on massive general-domain datasets for robust model pretraining. However, these datasets …
Jesús M. Rodríguez-de-Vera, Imanol G. Estepa, Ignacio Sarasúa, Bhalaji Nagarajan, Petia Radeva
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Precision at Scale: Domain-Specific Datasets On-Demand
Left ventricular non-compaction cardiomyopathy automatic diagnosis using a deep learning approach
Background and Objective: Left ventricular non-compaction (LVNC) is an uncommon cardiomyopathy characterised by a thick and spongy left …
Jesús M. Rodríguez-de-Vera, Gregorio Bernabé, José M. García, Daniel Saura, Josefa Gonzalez-Carrillo
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Deploying deep learning approaches to left ventricular non-compaction measurement
Jesús M. Rodríguez-de-Vera, Josefa Gonzalez-Carrillo, José M García, Gregorio Bernabé
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