Search Results - "Reina, G."

Federated learning in medicine: facilitating multi-institutional collaborations without sharing patient data by Sheller, Micah J., Edwards, Brandon, Reina, G. Anthony, Martin, Jason, Pati, Sarthak, Kotrotsou, Aikaterini, Milchenko, Mikhail, Xu, Weilin, Marcus, Daniel, Colen, Rivka R., Bakas, Spyridon

“…Several studies underscore the potential of deep learning in identifying complex patterns, leading to diagnostic and prognostic biomarkers. Identifying…”
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The federated tumor segmentation (FeTS) tool: an open-source solution to further solid tumor research by Pati, Sarthak, Baid, Ujjwal, Edwards, Brandon, Sheller, Micah J, Foley, Patrick, Anthony Reina, G, Thakur, Siddhesh, Sako, Chiharu, Bilello, Michel, Davatzikos, Christos, Martin, Jason, Shah, Prashant, Menze, Bjoern, Bakas, Spyridon

“…De-centralized data analysis becomes an increasingly preferred option in the healthcare domain, as it alleviates the need for sharing primary patient data…”
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Deep neural networks for grape bunch segmentation in natural images from a consumer-grade camera by Marani, R., Milella, A., Petitti, A., Reina, G.

“…Precision agriculture relies on the availability of accurate knowledge of crop phenotypic traits at the sub-field level. While visual inspection by human…”
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Screening for bioactive compounds from algae by Plaza, M., Santoyo, S., Jaime, L., García-Blairsy Reina, G., Herrero, M., Señoráns, F.J., Ibáñez, E.

“…In the present work, a comprehensive methodology to carry out the screening for novel natural functional compounds is presented. To do that, a new strategy has…”
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Data-driven methods for present and future pandemics: Monitoring, modelling and managing by Alamo, Teodoro, G. Reina, Daniel, Millán Gata, Pablo, Preciado, Victor M., Giordano, Giulia

“…This survey analyses the role of data-driven methodologies for pandemic modelling and control. We provide a roadmap from the access to epidemiological data…”
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A Comparison of Local Path Planning Techniques of Autonomous Surface Vehicles for Monitoring Applications: The Ypacarai Lake Case-study by Peralta, Federico, Arzamendia, Mario, Gregor, Derlis, Reina, Daniel G, Toral, Sergio

“…Local path planning is important in the development of autonomous vehicles since it allows a vehicle to adapt their movements to dynamic environments, for…”
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Systematic Evaluation of Image Tiling Adverse Effects on Deep Learning Semantic Segmentation by Reina, G Anthony, Panchumarthy, Ravi, Thakur, Siddhesh Pravin, Bastidas, Alexei, Bakas, Spyridon

“…Convolutional neural network (CNN) models obtain state of the art performance on image classification, localization, and segmentation tasks. Limitations in…”
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State-of-the-Art Report in Web-based Visualization by Mwalongo, F., Krone, M., Reina, G., Ertl, T.

“…In this report, we review the current state of the art of web‐based visualization applications. Recently, an increasing number of web‐based visualization…”
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A semi-implicit approach for sediment transport models with gravitational effects by Garres-Díaz, J., Fernández-Nieto, E.D., Narbona-Reina, G.

“…•A semi-implicit approach for sediment transport problem with gravitational effects has been proposed.•In particular, we propose a first and a second order…”
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The new management of recordkeeping by Wiatt, Reina G.

“…This article focuses on the emerging applications of blockchain technology for recordkeeping and data management requirements. Blockchain—the technology…”
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2D granular flows with the μ(I) rheology and side walls friction: A well-balanced multilayer discretization by Fernández-Nieto, E.D., Garres-Díaz, J., Mangeney, A., Narbona-Reina, G.

“…We present here numerical modelling of granular flows with the μ(I) rheology in confined channels. The contribution is twofold: (i) a model to approximate the…”
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Immune surveillance for six vaccinable pathogens using paired plasma and dried blood spots in HIV infected and uninfected children in Kinshasa by Rodríguez-Galet, A., Rubio-Garrido, M., Valadés-Alcaraz, A., Rodríguez-Domínguez, M., Galán, J. C., Ndarabu, A., Reina, G., Holguín, A.

“…Child vaccination reduces infant mortality rates. HIV-infected children present higher risk of diseases than non-infected. We report the protection coverage…”
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Predictors of retention in the prospective HIV prevention OKAPI cohort in Kinshasa by Carlos, S., Burgueño, E., Ndarabu, A., Reina, G., Lopez-del Burgo, C., Osorio, A., Makonda, B., de Irala, J.

“…Retention is a key element in HIV prevention programs. In Sub-Saharan Africa most data on retention come from HIV clinical trials or people living with HIV…”
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Multilayer models for shallow two-phase debris flows with dilatancy effects by Garres-Díaz, J., Bouchut, F., Fernández-Nieto, E.D., Mangeney, A., Narbona-Reina, G.

“…We present here a multilayer model for shallow grain-fluid mixtures with dilatancy effects. It can be seen as a generalization of the depth-averaged model…”
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A Survey on Multihop Ad Hoc Networks for Disaster Response Scenarios by Reina, D. G., Askalani, M., Toral, S. L., Barrero, F., Asimakopoulou, E., Bessis, N.

“…Disastrous events are one of the most challenging applications of multihop ad hoc networks due to possible damages of existing telecommunication…”
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Green processes based on the extraction with pressurized fluids to obtain potent antimicrobials from Haematococcus pluvialis microalgae by Santoyo, S., Rodríguez-Meizoso, I., Cifuentes, A., Jaime, L., García-Blairsy Reina, G., Señorans, F.J., Ibáñez, E.

“…In the present work, the antimicrobial activity of different pressurized liquid extracts obtained from Haematococcus pluvialis microalga was tested against…”
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Pressurized Fluid Extraction of Bioactive Compounds from Phormidium Species by Rodríguez-Meizoso, I, Jaime, L, Santoyo, S, Cifuentes, A, García-Blairsy Reina, G, Señoráns, F. J, Ibáñez, E

“…In the search for new functional ingredients with potential use in the food industry, extracts of unknown species of microalgae, such as Phormidium species…”
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A two-layer shallow flow model with two axes of integration, well-balanced discretization and application to submarine avalanches by Delgado-Sánchez, J.M., Bouchut, F., Fernández-Nieto, E.D., Mangeney, A., Narbona-Reina, G.

“…We propose a two-layer model with two different axes of integration and a well-balanced finite volume method. The purpose is to study submarine avalanches and…”
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Decline in influenza vaccine effectiveness with time after vaccination, Navarre, Spain, season 2011/12 by Castilla, J, Martínez-Baz, I, Martínez-Artola, V, Reina, G, Pozo, F, García Cenoz, M, Guevara, M, Morán, J, Irisarri, F, Arriazu, M, Albéniz, E, Ezpeleta, C, Barricarte, A

“…This study evaluates the influenza vaccine effectiveness (VE) in preventing laboratory-confirmed cases in Navarre, Spain, in the 2011/12 season in which the…”
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A bed pressure correction of the friction term for depth-averaged granular flow models by Bouchut, F., Delgado-Sánchez, J.M., Fernández-Nieto, E.D., Mangeney, A., Narbona-Reina, G.

“…•We show that classical depth-averaged models for granular flows does not preserve the natural threshold of motion.•We propose here an initial method to…”
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