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pro vyhledávání: '"Adams, Jason"'
Neural networks (NN) have become almost ubiquitous with image classification, but in their standard form produce point estimates, with no measure of confidence. Bayesian neural networks (BNN) provide uncertainty quantification (UQ) for NN predictions
Externí odkaz:
http://arxiv.org/abs/2308.06293
Traditional deep learning (DL) models are powerful classifiers, but many approaches do not provide uncertainties for their estimates. Uncertainty quantification (UQ) methods for DL models have received increased attention in the literature due to the
Externí odkaz:
http://arxiv.org/abs/2308.05903
The acute respiratory distress syndrome (ARDS) is a severe form of hypoxemic respiratory failure with in-hospital mortality of 35-46%. High mortality is thought to be related in part to challenges in making a prompt diagnosis, which may in turn delay
Externí odkaz:
http://arxiv.org/abs/2109.12323
Clinical Validation of Single-Chamber Model-Based Algorithms Used to Estimate Respiratory Compliance
Autor:
Rehm, Gregory, Nguyen, Jimmy, Gilbeau, Chelsea, Bomactao, Marc T, Chuah, Chen-Nee, Adams, Jason
Non-invasive estimation of respiratory physiology using computational algorithms promises to be a valuable technique for future clinicians to detect detrimental changes in patient pathophysiology. However, few clinical algorithms used to non-invasive
Externí odkaz:
http://arxiv.org/abs/2109.10224
Autor:
Barbosa, Domingos, Coelho, Bruno, Antón, Sonia, Bergano, Miguel, Boekholt, Tjarda, Correia, Alexandre C. M., Maia, Dalmiro, Pandeirada, João, Ribeiro, Valério, Adams, Jason, Barraca, João Paulo, Gomes, Diogo, Morgado, Bruno
Radio astronomy and Space Infrastructures in the Azores have a great scientific and industrial interest because they benefit from a unique geographical location in the middle of the North Atlantic allowing a vast improvement in the sky coverage. This
Externí odkaz:
http://arxiv.org/abs/2107.03437
With the development of the Internet of Things(IoT) and Artificial Intelligence(AI) technologies, human activity recognition has enabled various applications, such as smart homes and assisted living. In this paper, we target a new healthcare applicat
Externí odkaz:
http://arxiv.org/abs/2106.15017
Autor:
Adams, Jason W., Vinokur, Annabelle, de Souza, Janaína S., Austria, Charles, Guerra, Bruno S., Herai, Roberto H., Wahlin, Karl J., Muotri, Alysson R.
Publikováno v:
In Cell Reports 26 March 2024 43(3)
Autor:
Stocking, Jacqueline C., Taylor, Sandra L., Fan, Sili, Wingert, Theodora, Drake, Christiana, Aldrich, J. Matthew, Ong, Michael K., Amin, Alpesh N., Marmor, Rebecca A., Godat, Laura, Cannesson, Maxime, Gropper, Michael A., Utter, Garth H., Sandrock, Christian E., Bime, Christian, Mosier, Jarrod, Subbian, Vignesh, Adams, Jason Y., Kenyon, Nicholas J., Albertson, Timothy E., Garcia, Joe G.N., Abraham, Ivo
Publikováno v:
In CHEST Critical Care December 2023 1(3)
Akademický článek
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