Hong‐Jun Yoon - Publications, H-index & Citations

Hong‐Jun Yoon

united states department of energy (doe)

19H指数

108论文数

1.6K被引数

收录论文 17

发表时间

Scaling open-weight large language models for hydropower regulatory information extraction: A systematic analysis 针对水力发电监管信息提取的开放权重大型语言模型规模化：一项系统分析

ENVIRONMENTAL MODELLING & SOFTWARE

IF4.6

2026-05-14

PREAI

Hong-Jun Yoon; Faisal Ashraf; Thomas A. Ruggles; Debjani Singh

Development of message passing-based graph convolutional networks for classifying cancer pathology reports 基于消息传递的图卷积网络用于癌症病理报告分类的开发

BMC MEDICAL INFORMATICS AND DECISION MAKING

IF3.8

2024-09-17

OAAI

Yoon, Hong-Jun; Klasky, Hilda B.; Blanchard, Andrew E.; Christian, J. Blair; Durbin, Eric B.; Wu, Xiao-Cheng; Stroup, Antoinette; Doherty, Jennifer; Coyle, Linda; Penberthy, Lynne; Tourassi, Georgia D.

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

Quantitative Measurement of Pneumothorax Using Artificial Intelligence Management Model and Clinical Application

DIAGNOSTICS

IF3.3

2022-07-29

OAAI

Kim, Dohun; Lee, Jae-Hyeok; Kim, Si-Wook; Hong, Jong-Myeon; Kim, Sung-Jin; Song, Minji; Choi, Jong-Mun; Lee, Sun-Yeop; Yoon, Hongjun; Yoo, Jin-Young

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

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

Deep Learning for Automated Extraction of Primary Sites From Cancer Pathology Reports 深度学习用于从癌症病理报告中自动提取主要位点

IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS

IF6.8

2018-01-01

OAAI

Qiu, John X.; Yoon, Hong-Jun; Fearn, Paul A.; Tourassi, Georgia D.

Fractal analysis of visual search activity for mass detection during mammographic screening

MEDICAL PHYSICS

IF3.2

2017-02-21

OAAI

Alamudun, Folami; Yoon, Hong-Jun; Hudson, Kathleen B.; Morin-Ducote, Garnetta; Hammond, Tracy; Tourassi, Georgia D.