Zobrazeno 1 - 10
of 124
pro vyhledávání: '"Dhaubhadel P"'
Autor:
Chandrashekar, Mayanka, Goethert, Ian, Haque, Md Inzamam Ul, McMahon, Benjamin, Dhaubhadel, Sayera, Knight, Kathryn, Erdos, Joseph, Reagan, Donna, Taylor, Caroline, Kuzmak, Peter, Gaziano, John Michael, McAllister, Eileen, Costa, Lauren, Ho, Yuk-Lam, Cho, Kelly, Tamang, Suzanne, Fodeh-Jarad, Samah, Ovchinnikova, Olga S., Justice, Amy C., Hinkle, Jacob, Danciu, Ioana
Objectives: This study aims to assess the impact of domain shift on chest X-ray classification accuracy and to analyze the influence of ground truth label quality and demographic factors such as age group, sex, and study year. Materials and Methods:
Externí odkaz:
http://arxiv.org/abs/2407.21149
Autor:
Sayera Dhaubhadel, Kumkum Ganguly, Ruy M. Ribeiro, Judith D. Cohn, James M. Hyman, Nicolas W. Hengartner, Beauty Kolade, Anna Singley, Tanmoy Bhattacharya, Patrick Finley, Drew Levin, Haedi Thelen, Kelly Cho, Lauren Costa, Yuk-Lam Ho, Amy C. Justice, John Pestian, Daniel Santel, Rafael Zamora-Resendiz, Silvia Crivelli, Suzanne Tamang, Susana Martins, Jodie Trafton, David W. Oslin, Jean C. Beckham, Nathan A. Kimbrel, Million Veteran Program Suicide Exemplar Work Group, Benjamin H. McMahon
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-19 (2024)
Abstract We present an ensemble transfer learning method to predict suicide from Veterans Affairs (VA) electronic medical records (EMR). A diverse set of base models was trained to predict a binary outcome constructed from reported suicide, suicide a
Externí odkaz:
https://doaj.org/article/f6fe8596f4ab4a77a81d71a70bf80892
Autor:
Jessica L. Sinka, Indira Queralta-Castillo, Lorena S. Yeung, Isabel Molina, Sangeeta Dhaubhadel, Mark A. Bernards
Publikováno v:
Plants, Vol 13, Iss 21, p 2995 (2024)
Suberin biosynthesis involves the coordinated regulation of both phenolic and aliphatic metabolisms. HXXXD/BAHD acyltransferases occupy a unique place in suberization, as they function to crosslink phenolic and aliphatic monomers during suberin assem
Externí odkaz:
https://doaj.org/article/fc31d5273b1046d1800d12d1f2fa1739
Autor:
Thulasidasan, Sunil, Thapa, Sushil, Dhaubhadel, Sayera, Chennupati, Gopinath, Bhattacharya, Tanmoy, Bilmes, Jeff
Refraining from confidently predicting when faced with categories of inputs different from those seen during training is an important requirement for the safe deployment of deep learning systems. While simple to state, this has been a particularly ch
Externí odkaz:
http://arxiv.org/abs/2105.07107
Autor:
Emily J. Clayton, Nishat S. Islam, Kelsey Pannunzio, Kuflom Kuflu, Ramtin Sirjani, Susanne E. Kohalmi, Sangeeta Dhaubhadel
Publikováno v:
Frontiers in Plant Science, Vol 15 (2024)
Soybean (Glycine max) produces a class of phenylalanine (Phe) derived specialized metabolites, isoflavonoids. Isoflavonoids are unique to legumes and are involved in defense responses in planta, and they are also necessary for nodule formation with n
Externí odkaz:
https://doaj.org/article/353e5892518c4c84a1cb8eea19be6ca4
Autor:
Dhaubhadel, Sayera, Mohd-Yusof, Jamaludin, Ganguly, Kumkum, Chennupati, Gopinath, Thulasidasan, Sunil, Hengartner, Nicolas W., Mumphrey, Brent J., Durbin, Eric B., Doherty, Jennifer A., Lemieux, Mireille, Schaefferkoetter, Noah, Tourassi, Georgia, Coyle, Linda, Penberthy, Lynne, McMahon, Benjamin H., Bhattacharya, Tanmoy
Safe deployment of deep learning systems in critical real world applications requires models to make very few mistakes, and only under predictable circumstances. In this work, we address this problem using an abstaining classifier that is tuned to ha
Externí odkaz:
http://arxiv.org/abs/2009.05094
Akademický článek
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Akademický článek
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Publikováno v:
PLoS ONE, Vol 18, Iss 5, p e0285698 (2023)
Cinnamate 4-hydroxylase (C4H) is the first key cytochrome P450 monooxygenase (P450) enzyme in the phenylpropanoid pathway. It belongs to the CYP73 family of P450 superfamily, and catalyzes the conversion of trans-cinnamic acid to p-coumaric acid. Sin
Externí odkaz:
https://doaj.org/article/f4dd47722b2c418281c67cea97a56935
Publikováno v:
PLoS ONE, Vol 18, Iss 3, p e0283657 (2023)
Quorum Sensing allows bacteria to sense their population density via diffusible N-acyl homoserine lactone (N-HL) signaling molecules. Upon reaching a high enough cell density, bacteria will collectively exhibit a phenotype. Until recently, methods us
Externí odkaz:
https://doaj.org/article/a61df7aa272a463fbe35b1c61702c3b3