Zobrazeno 1 - 10
of 17
pro vyhledávání: '"Lam, Pradeep"'
Autor:
Gupta, Umang, Stripelis, Dimitris, Lam, Pradeep K., Thompson, Paul M., Ambite, José Luis, Steeg, Greg Ver
Ensuring the privacy of research participants is vital, even more so in healthcare environments. Deep learning approaches to neuroimaging require large datasets, and this often necessitates sharing data between multiple sites, which is antithetical t
Externí odkaz:
http://arxiv.org/abs/2105.02866
The amount of biomedical data continues to grow rapidly. However, the ability to analyze these data is limited due to privacy and regulatory concerns. Machine learning approaches that require data to be copied to a single location are hampered by the
Externí odkaz:
http://arxiv.org/abs/2102.08440
Deep Learning for neuroimaging data is a promising but challenging direction. The high dimensionality of 3D MRI scans makes this endeavor compute and data-intensive. Most conventional 3D neuroimaging methods use 3D-CNN-based architectures with a larg
Externí odkaz:
http://arxiv.org/abs/2102.04438
We propose an interpretable 3D Grid-Attention deep neural network that can accurately predict a person's age and whether they have Alzheimer's disease (AD) from a structural brain MRI scan. Building on a 3D convolutional neural network, we added two
Externí odkaz:
http://arxiv.org/abs/2011.09115
Autor:
Haddad, Elizabeth, Javid, Shayan, Zhu, Alyssa H, Nir, Talia M, Gadewar, Shruti, Gari, Iyad Ba, Lam, Pradeep, Gupta, Arpana, Thompson, Paul M, Jahanshad, Neda
Publikováno v:
Alzheimer's & Dementia: The Journal of the Alzheimer's Association; Dec2022 Supplement 6, Vol. 18 Issue 6, p1-4, 4p
Autor:
Rittner, Letícia, Romero Castro, Eduardo, Lepore, Natasha, Brieva, Jorge, Linguraru, Marius G., Walker, Adam, Sinha, Surabhi, Thomopoulos, Sophia I., Lam, Pradeep, Muir, Alexandra, Thompson, Paul M.
Publikováno v:
Proceedings of SPIE; December 2021, Vol. 12088 Issue: 1 p120880L-120880L-10, 11967131p
Publikováno v:
The Summer Undergraduate Research Fellowship (SURF) Symposium
Limited resources and increasing costs require vineyards to develop optimized methods of planting, growing, and harvesting crops in order to ensure max yield and stay competitive in the marketplace. Data from sensors planted within the soil paired wi
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=od_______540::66c8fed93d44bf9a0ab9389638bd1ea9
http://docs.lib.purdue.edu/surf/2016/presentations/68
http://docs.lib.purdue.edu/surf/2016/presentations/68
Akademický článek
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Publikováno v:
Proceedings of SPIE; 2/24/2022, Vol. 12088, p120880L-120880L-10, 1p
Autor:
Brieva, Jorge, Lepore, Natasha, Linguraru, Marius G., Romero Castro, Eduardo, Lam, Pradeep K., Santhalingam, Vigneshwaran, Suresh, Parth, Baboota, Rahul, Zhu, Alyssa H., Thomopoulos, Sophia I., Jahanshad, Neda, Thompson, Paul M.
Publikováno v:
Proceedings of SPIE; 10/7/2020, Vol. 11583, p1158303-1158303, 1p