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SaveDeep learning uncertainty quantification for clinical text classification
Peluso, Alina; Danciu, Ioana; Yoon, Hong-Jun; Yusof, Jamaludin Mohd; Bhattacharya, Tanmoy; Spannaus, Adam; Schaefferkoetter, Noah; Durbin, Eric B.; Wu, Xiao-Cheng; Stroup, Antoinette; Doherty, Jennifer; Schwartz, Stephen; Wiggins, Charles; Coyle, Linda; Penberthy, Lynne; Tourassi, Georgia D.; Gao, Shang
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SaveLanguage models for the prediction of SARS-CoV-2 inhibitors
Blanchard, Andrew E.; Gounley, John; Bhowmik, Debsindhu; Shekar, Mayanka Chandra; Lyngaas, Isaac; Gao, Shang; Yin, Junqi; Tsaris, Aristeidis; Wang, Feiyi; Glaser, Jens
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SaveA Keyword-Enhanced Approach to Handle Class Imbalance in Clinical Text Classification
Blanchard, Andrew E.; Gao, Shang; Yoon, Hong-Jun; Christian, J. Blair; Durbin, Eric B.; Wu, Xiao-Cheng; Stroup, Antoinette; Doherty, Jennifer; Schwartz, Stephen M.; Wiggins, Charles; Coyle, Linda; Penberthy, Lynne; Tourassi, Georgia D.
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SaveClass imbalance in out-of-distribution datasets: Improving the robustness of the TextCNN for the classification of rare cancer types
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
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SaveLimitations of Transformers on Clinical Text Classification
Gao, Shang; Alawad, Mohammed; Young, M. Todd; Gounley, John; Schaefferkoetter, Noah; Yoon, Hong Jun; Wu, Xiao-Cheng; Durbin, Eric B.; Doherty, Jennifer; Stroup, Antoinette; Coyle, Linda; Tourassi, Georgia
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SavePrivacy-Preserving Deep Learning NLP Models for Cancer Registries
Alawad, Mohammed; Yoon, Hong-Jun; Gao, Shang; Mumphrey, Brent; Wu, Xiao-Cheng; Durbin, Eric B.; Jeong, Jong Cheol; Hands, Isaac; Rust, David; Coyle, Linda; Penberthy, Lynne; Tourassi, Georgia
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SaveAccelerated training of bootstrap aggregation-based deep information extraction systems from cancer pathology reports
Yoon, Hong-Jun; Klasky, Hilda B.; Gounley, John P.; Alawad, Mohammed; Gao, Shang; Durbin, Eric B.; Wu, Xiao-Cheng; Stroup, Antoinette; Doherty, Jennifer; Coyle, Linda; Penberthy, Lynne; Christian, J. Blair; Tourassi, Georgia D.
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SaveClassifying cancer pathology reports with hierarchical self-attention networks
Gao, Shang; Qiu, John X.; Alawad, Mohammed; Hinkle, Jacob D.; Schaefferkoetter, Noah; Yoon, Hong-Jun; Christian, Blair; Fearn, Paul A.; Penberthy, Lynne; Wu, Xiao-Cheng; Coyle, Linda; Tourassi, Georgia; Ramanathan, Arvind
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