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Shang Gao

shenzhen

18H-index
87Paper Count
1.4KCitation Count
Published Papers 13
Publication Date
Predicting Invasiveness of Lung Adenocarcinoma from Chest CT with Few-shot Vision-Language Ternary Classification Model
err2025-12-20
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errNan Xu; Qianqian He; Lu Wang; Zhiwen Zhang; Qiuju Sheng; Shang Gao; Shimin Zhang; Bosinan Chen; Jianing Sun; Zhijian Zhang; Jie Zhang; Jing Qiu; Yunan Wang; Guanyu Liu; Enyu Li; Mingke Tian; Haotian Wang; Jiaping Yu; Yan Dong; Si Gao; Song Chen; Fan Yang; Zhihui Chang; Yue Dong; Lina Zhang; Jiangdian Song
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Deformable phrase level attention: A flexible approach for improving AI based medical coding
err2025-11-15
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errChristoph S. Metzner; Shang Gao; Drahomira Herrmannova; John Gounley; Heidi A. Hanson
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Attention Mechanisms in Clinical Text Classification: A Comparative Evaluation
err2024-04-01
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errMetzner, Christoph S.; Gao, Shang; Herrmannova, Drahomira; Lima-Walton, Elia; Hanson, Heidi A.
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Path-BigBird: An AI-Driven Transformer Approach to Classification of Cancer Pathology Reports
err2024-03-01
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errChandrashekar, Mayanka; Lyngaas, Isaac; Hanson, Heidi A.; Gao, Shang; Wu, Xiao-Cheng; Gounley, John
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Deep learning uncertainty quantification for clinical text classification
err2024-01-01
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errPeluso, 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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Language models for the prediction of SARS-CoV-2 inhibitors
err2022-10-07
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errBlanchard, 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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Automating Genetic Algorithm Mutations for Molecules Using a Masked Language Model
err2022-08-01
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errBlanchard, Andrew E.; Shekar, Mayanka Chandra; Gao, Shang; Gounley, John; Lyngaas, Isaac; Glaser, Jens; Bhowmik, Debsindhu
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A Keyword-Enhanced Approach to Handle Class Imbalance in Clinical Text Classification
err2022-06-01
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errBlanchard, 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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Class imbalance in out-of-distribution datasets: Improving the robustness of the TextCNN for the classification of rare cancer types
err2022-01-01
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errDe 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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Limitations of Transformers on Clinical Text Classification
err2021-09-01
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errGao, 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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Privacy-Preserving Deep Learning NLP Models for Cancer Registries
err2021-07-01
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errAlawad, 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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Accelerated training of bootstrap aggregation-based deep information extraction systems from cancer pathology reports
err2020-10-01
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errYoon, 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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Classifying cancer pathology reports with hierarchical self-attention networks
err2019-11-01
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errGao, 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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