Zobrazeno 1 - 10 of 326 pro vyhledávání: '"Gonzalez, German"'
5
Report
UMLS-ChestNet: A deep convolutional neural network for radiological findings, differential diagnoses and localizations of COVID-19 in chest x-rays
Autor: González, Germán, Bustos, Aurelia, Salinas, José María, de la Iglesia-Vaya, María, Galant, Joaquín, Cano-Espinosa, Carlos, Barber, Xavier, Orozco-Beltrán, Domingo, Cazorla, Miguel, Pertusa, Antonio
In this work we present a method for the detection of radiological findings, their location and differential diagnoses from chest x-rays. Unlike prior works that focus on the detection of few pathologies, we use a hierarchical taxonomy mapped to the
Externí odkaz: http://arxiv.org/abs/2006.05274
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6
Report
BIMCV COVID-19+: a large annotated dataset of RX and CT images from COVID-19 patients
Autor: Vayá, Maria de la Iglesia, Saborit, Jose Manuel, Montell, Joaquim Angel, Pertusa, Antonio, Bustos, Aurelia, Cazorla, Miguel, Galant, Joaquin, Barber, Xavier, Orozco-Beltrán, Domingo, García-García, Francisco, Caparrós, Marisa, González, Germán, Salinas, Jose María
This paper describes BIMCV COVID-19+, a large dataset from the Valencian Region Medical ImageBank (BIMCV) containing chest X-ray images CXR (CR, DX) and computed tomography (CT) imaging of COVID-19+ patients along with their radiological findings and
Externí odkaz: http://arxiv.org/abs/2006.01174
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7
Report
Computer Aided Detection for Pulmonary Embolism Challenge (CAD-PE)
Autor: González, Germán, Jimenez-Carretero, Daniel, Rodríguez-López, Sara, Cano-Espinosa, Carlos, Cazorla, Miguel, Agarwal, Tanya, Agarwal, Vinit, Tajbakhsh, Nima, Gotway, Michael B., Liang, Jianming, Masoudi, Mojtaba, Eftekhari, Noushin, Saadatmand, Mahdi, Pourreza, Hamid-Reza, Fraga-Rivas, Patricia, Fraile, Eduardo, Rybicki, Frank J., Kassarjian, Ara, Estépar, Raúl San José, Ledesma-Carbayo, Maria J.
Rationale: Computer aided detection (CAD) algorithms for Pulmonary Embolism (PE) algorithms have been shown to increase radiologists' sensitivity with a small increase in specificity. However, CAD for PE has not been adopted into clinical practice, l
Externí odkaz: http://arxiv.org/abs/2003.13440
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8
Akademický článek
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