Shang Gao - Publications, H-index & Citations

Shang Gao

shenzhen

18H指数

87论文数

1.4K被引数

收录论文 13

发表时间

Predicting Invasiveness of Lung Adenocarcinoma from Chest CT with Few-shot Vision-Language Ternary Classification Model 基于少样本视觉-语言三分类模型预测肺腺癌的侵袭性（基于胸部CT）

npj Digital Medicine

IF15.1

2025-12-20

OAAI

Nan 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

Deformable phrase level attention: A flexible approach for improving AI based medical coding 变形短语级注意力：一种提高基于AI的医疗编码的灵活方法

Artificial Intelligence in Medicine

IF6.2

2025-11-15

OAAI

Christoph S. Metzner; Shang Gao; Drahomira Herrmannova; John Gounley; Heidi A. Hanson

Attention Mechanisms in Clinical Text Classification: A Comparative Evaluation

IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS

IF6.8

2024-04-01

OAAI

Metzner, Christoph S.; Gao, Shang; Herrmannova, Drahomira; Lima-Walton, Elia; Hanson, Heidi A.

Path-BigBird: An AI-Driven Transformer Approach to Classification of Cancer Pathology Reports Path-BigBird: 一种人工智能驱动的癌症病理报告分类方法

JCO CLINICAL CANCER INFORMATICS

IF2.8

2024-03-01

OAAI

Chandrashekar, Mayanka; Lyngaas, Isaac; Hanson, Heidi A.; Gao, Shang; Wu, Xiao-Cheng; Gounley, John

Deep learning uncertainty quantification for clinical text classification 面向临床文本分类的深度学习不确定性量化

JOURNAL OF BIOMEDICAL INFORMATICS

IF4.5

2024-01-01

OAAI

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

Language models for the prediction of SARS-CoV-2 inhibitors

INTERNATIONAL JOURNAL OF HIGH PERFORMANCE COMPUTING APPLICATIONS

IF2.5

2022-10-07

OAAI

Blanchard, Andrew E.; Gounley, John; Bhowmik, Debsindhu; Shekar, Mayanka Chandra; Lyngaas, Isaac; Gao, Shang; Yin, Junqi; Tsaris, Aristeidis; Wang, Feiyi; Glaser, Jens

Automating Genetic Algorithm Mutations for Molecules Using a Masked Language Model

IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

IF12

2022-08-01

OAAI

Blanchard, Andrew E.; Shekar, Mayanka Chandra; Gao, Shang; Gounley, John; Lyngaas, Isaac; Glaser, Jens; Bhowmik, Debsindhu

A Keyword-Enhanced Approach to Handle Class Imbalance in Clinical Text Classification

IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS

IF6.8

2022-06-01

OAAI

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.

Class imbalance in out-of-distribution datasets: Improving the robustness of the TextCNN for the classification of rare cancer types

JOURNAL OF BIOMEDICAL INFORMATICS

IF4.5

2022-01-01

OAAI

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

Limitations of Transformers on Clinical Text Classification 《变形金刚》对临床文本分类的局限性

IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS

IF6.8

2021-09-01

OAAI

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

Privacy-Preserving Deep Learning NLP Models for Cancer Registries

IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING

IF5.4

2021-07-01

OAAI

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

Accelerated training of bootstrap aggregation-based deep information extraction systems from cancer pathology reports

JOURNAL OF BIOMEDICAL INFORMATICS

IF4.5

2020-10-01

OAAI

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.

Classifying cancer pathology reports with hierarchical self-attention networks

ARTIFICIAL INTELLIGENCE IN MEDICINE

IF6.2

2019-11-01

OAAI

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

研究方向