Zobrazeno 1 - 10
of 756
pro vyhledávání: '"Shea, A. E."'
Autor:
Yu, Menghan, Kulhare, Sourabh, Mehanian, Courosh, Delahunt, Charles B, Shea, Daniel E, Laverriere, Zohreh, Shah, Ishan, Horning, Matthew P
Acquiring large quantities of data and annotations is known to be effective for developing high-performing deep learning models, but is difficult and expensive to do in the healthcare context. Adding synthetic training data using generative models of
Externí odkaz:
http://arxiv.org/abs/2310.03608
Autor:
Shea, Daniel E., Giridharagopal, Rajiv, Ginger, David S., Brunton, Steven L., Kutz, J. Nathan
Publikováno v:
IEEE Access, vol. 9, pp. 83453-83466, 2021
Time-series analysis is critical for a diversity of applications in science and engineering. By leveraging the strengths of modern gradient descent algorithms, the Fourier transform, multi-resolution analysis, and Bayesian spectral analysis, we propo
Externí odkaz:
http://arxiv.org/abs/2104.01293
Publikováno v:
Methods in Ecology and Evolution, Vol 14, Iss 8, Pp 2049-2064 (2023)
Abstract The small subunit (SSU) ribosomal RNA (rRNA) is the most commonly used marker for the identification of microbial taxa, but its full‐length reconstruction from high‐throughput sequencing (HTS) data remains challenging. Metagenomics and t
Externí odkaz:
https://doaj.org/article/6fea72e2a4ac4a9f94b46ae422e5449d
Boundary value problems (BVPs) play a central role in the mathematical analysis of constrained physical systems subjected to external forces. Consequently, BVPs frequently emerge in nearly every engineering discipline and span problem domains includi
Externí odkaz:
http://arxiv.org/abs/2101.07206
Autor:
Zimmerman, Blake E., Johnson, Sara L., Odéen, Henrik A., Shea, Jill E., Factor, Rachel E., Joshi, Sarang C., Payne, Allison H.
Advances in imaging and early cancer detection have increased interest in magnetic resonance (MR) guided focused ultrasound (MRgFUS) technologies for cancer treatment. MRgFUS ablation treatments could reduce surgical risks, preserve organ tissue/func
Externí odkaz:
http://arxiv.org/abs/2011.10708
Publikováno v:
Phys. Rev. A 102, 053101 (2020)
We achieve fast, nondestructive quantum-state readout via fluorescence detection of a single $^{87}$Rb atom in the 5$S_{1/2}$ ($F=2$) ground state held in an optical dipole trap. The atom is driven by linearly-polarized readout laser beams, making th
Externí odkaz:
http://arxiv.org/abs/2007.09422
Publikováno v:
Phys. Rev. Research 3, 023255 (2021)
We develop a data-driven model discovery and system identification technique for spatially-dependent boundary value problems (BVPs). Specifically, we leverage the sparse identification of nonlinear dynamics (SINDy) algorithm and group sparse regressi
Externí odkaz:
http://arxiv.org/abs/2005.10756
Akademický článek
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Autor:
Barron, Carla, Brophy-Herb, Holly E., Erickson, Nora L., Fitzgerald, Hiram E., Huth-Bocks, Alissa C., Jester, Jennifer M., Julian, Megan M., Lawler, Jamie M., Menke, Rena A., Meuwissen, Alyssa S., Miller, Alison L., Muzik, Maria, Niec, Larissa N., Ribaudo, Julie, Riggs, Jessica, Rosenblum, Katherine L., Shea, Sarah E., Spicer, Paul, Stacks, Ann M., Van Egeren, Laurie, Watson, Christopher L., Weatherston, Deborah J., Stringer, Marissa K., Handelzalts, Jonathan E., Torres, Chioma
Publikováno v:
In Early Childhood Research Quarterly Q1 2023 62:64-75