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Class Imbalance in Out-of-Distribution Datasets: Improving the Robustness of the TextCNN for the Classification of Rare Cancer Types

CITE Title : Class Imbalance in Out-of-Distribution Datasets: Improving the Robustness of the TextCNN for the Classification of Rare Cancer Types Personal Author(s) : De Angeli, Kevin;Gao, Shang;Danciu, Ioana;Durbin, Eric B.;Wu, Xiao-Cheng;Stroup, Antoinette;Doherty, Jennifer;Schwartz, Stephen;Wiggins, Charles;Damesyn, Mark;Coyle, Linda;Penberthy, Lynne;Tourassi, Georgia D.;Yoon, Hong-Jun; Published Date : 1 2022;1-2022; Source : J Biomed Inform. 125:103957 URL : https://stacks.cdc.gov/view/cdc/123189 De Angeli, Kevin et al. (2022). Class Imbalance in Out-of-Distribution Datasets: Improving the Robustness of the TextCNN for the Classification of Rare Cancer Types. 125 De Angeli, Kevin et al. "Class Imbalance in Out-of-Distribution Datasets: Improving the Robustness of the TextCNN for the Classification of Rare Cancer Types" 125 (2022) De Angeli, Kevin et al. "Class Imbalance in Out-of-Distribution Datasets: Improving the Robustness of the TextCNN for the Classification of Rare Cancer Types" vol. 125, 2022 Export RIS Citation Information.

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De Angeli, Kevin ;

Gao, Shang

1 2022 | J Biomed Inform. 125:103957

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In the last decade, the widespread adoption of electronic health record documentation has created huge opportunities for information mining. Natural l...
Objective Evaluation of Chondrocyte Density & Cloning after Joint Injury using Convolutional Neural Networks

CITE Title : Objective Evaluation of Chondrocyte Density & Cloning after Joint Injury using Convolutional Neural Networks Personal Author(s) : Yang, Linjun;Martin, James A.;Brouillette, Marc J.;Buckwalter, Joseph A.;Goetz, Jessica E.; Published Date : 11 2022;11-2022; Source : J Orthop Res. 40(11):2609-2619 URL : https://stacks.cdc.gov/view/cdc/120309 Yang, Linjun et al. (2022). Objective Evaluation of Chondrocyte Density & Cloning after Joint Injury using Convolutional Neural Networks. 40(11). Yang, Linjun et al. "Objective Evaluation of Chondrocyte Density & Cloning after Joint Injury using Convolutional Neural Networks" 40, no. 11 (2022) Yang, Linjun et al. "Objective Evaluation of Chondrocyte Density & Cloning after Joint Injury using Convolutional Neural Networks" vol. 40, no. 11, 2022 Export RIS Citation Information.

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Yang, Linjun ;

Martin, James A.

11 2022 | J Orthop Res. 40(11):2609-2619

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Variations in chondrocyte density and organization in cartilage histology sections are associated with osteoarthritis progression. Rapid, accurate qua...