Výsledky vyhledávání - "1203.20 Sistemas de Control Médico"

Ensemble Federated Learning: An approach for collaborative pneumonia diagnosis

Autor: Mabrouk, Alhassan, Díaz Redondo, Rebeca Pilar, Abd Elaziz, Mohamed, Kayed, Mohammed

Federated learning is a very convenient approach for scenarios where (i) the exchange of data implies privacy concerns and/or (ii) a quick reaction is needed. In smart healthcare systems, both aspects are usually required. In this paper, we work on t

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=od______3690::714c091f1880ae11063f614debecdb4c
https://hdl.handle.net/11093/5036

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Machine Learning Algorithms to Predict Breast Cancer Recurrence Using Structured and Unstructured Sources from Electronic Health Records

Autor: Lorena González-Castro, Marcela Chávez, Patrick Duflot, Valérie Bleret, Alistair G. Martin, Marc Zobel, Jama Nateqi, Simon Lin, José J. Pazos-Arias, Guilherme Del Fiol, Martín López-Nores

Publikováno v: Cancers; Volume 15; Issue 10; Pages: 2741

Recurrence is a critical aspect of breast cancer (BC) that is inexorably tied to mortality. Reuse of healthcare data through Machine Learning (ML) algorithms offers great opportunities to improve the stratification of patients at risk of cancer recur

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::f035a0c25c08ae2bee3763f3dd45609f

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Negative Samples for Improving Object Detection—A Case Study in AI-Assisted Colonoscopy for Polyp Detection

Autor: Alba Nogueira-Rodríguez, Daniel Glez-Peña, Miguel Reboiro-Jato, Hugo López-Fernández

Publikováno v: Diagnostics
Volume 13
Issue 5
Pages: 966

Deep learning object-detection models are being successfully applied to develop computer-aided diagnosis systems for aiding polyp detection during colonoscopies. Here, we evidence the need to include negative samples for both (i) reducing false posit

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::4792c7669393bb1fc8d8f2359861e961
https://doi.org/10.3390/diagnostics13050966

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Entorno virtual de visualización 3D de la vía óptica y sistema oculomotor, a partir de secciones seriadas de resonancia magnética

Autor: Ana María, Riesco del Pino

Publikováno v: GREDOS. Repositorio Institucional de la Universidad de Salamanca
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[ES] Los millones de neuronas localizadas en el cerebro reciben constantemente información que elaboran y procesan para, en muchos casos, tomar decisiones. Esta fuente de información está constituida principalmente por los sentidos. A su vez, el s

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::7a3e8c11dd3c3e1653f606f7d8831f1f
https://doi.org/10.14201/gredos.76321

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