Výsledky vyhledávání - "Shurrab, Saeed"

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Multi-modal Masked Siamese Network Improves Chest X-Ray Representation Learning

Autor: Shurrab, Saeed, Guerra-Manzanares, Alejandro, Shamout, Farah E.

Publikováno v: Scientific Reports 14 (2024) 22516

Self-supervised learning methods for medical images primarily rely on the imaging modality during pretraining. While such approaches deliver promising results, they do not leverage associated patient or scan information collected within Electronic He

Externí odkaz: http://arxiv.org/abs/2407.04449

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Self-supervised learning methods and applications in medical imaging analysis: A survey

Autor: Shurrab, Saeed, Duwairi, Rehab

Publikováno v: PeerJ Computer Science 8:e1045

The scarcity of high-quality annotated medical imaging datasets is a major problem that collides with machine learning applications in the field of medical imaging analysis and impedes its advancement. Self-supervised learning is a recent training pa

Externí odkaz: http://arxiv.org/abs/2109.08685

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