Search Results for author: Pablo Laiz

Found 2 papers, 0 papers with code

Time-based Self-supervised Learning for Wireless Capsule Endoscopy

no code implementations20 Apr 2022 Guillem Pascual, Pablo Laiz, Albert García, Hagen Wenzek, Jordi Vitrià, Santi Seguí

State-of-the-art machine learning models, and especially deep learning ones, are significantly data-hungry; they require vast amounts of manually labeled samples to function correctly.

Self-Supervised Learning

WCE Polyp Detection with Triplet based Embeddings

no code implementations10 Dec 2019 Pablo Laiz, Jordi Vitrià, Hagen Wenzek, Carolina Malagelada, Fernando Azpiroz, Santi Seguí

Automatic image analysis methods can be used to reduce the time needed for physicians to evaluate a capsule endoscopy video, however these methods are still in a research phase.

Medical Procedure Metric Learning

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