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Hong-Jun Yoon
Hong-Jun Yoon
Verified email at ornl.gov
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Cited by
Year
Correction of current transformer distorted secondary currents due to saturation using artificial neural networks
DC Yu, JC Cummins, Z Wang, HJ Yoon, LA Kojovic
IEEE Transactions on Power delivery 16 (2), 189-194, 2001
1652001
Hierarchical attention networks for information extraction from cancer pathology reports
S Gao, MT Young, JX Qiu, HJ Yoon, JB Christian, PA Fearn, GD Tourassi, ...
Journal of the American Medical Informatics Association 25 (3), 321-330, 2018
1442018
Deep learning for automated extraction of primary sites from cancer pathology reports
JX Qiu, HJ Yoon, PA Fearn, GD Tourassi
IEEE journal of biomedical and health informatics 22 (1), 244-251, 2017
1382017
Limitations of transformers on clinical text classification
S Gao, M Alawad, MT Young, J Gounley, N Schaefferkoetter, HJ Yoon, ...
IEEE journal of biomedical and health informatics 25 (9), 3596-3607, 2021
1052021
Automatic extraction of cancer registry reportable information from free-text pathology reports using multitask convolutional neural networks
M Alawad, S Gao, JX Qiu, HJ Yoon, J Blair Christian, L Penberthy, ...
Journal of the American Medical Informatics Association 27 (1), 89-98, 2020
812020
Evaluating computer‐aided detection algorithms
H Jun Yoon, B Zheng, B Sahiner, DP Chakraborty
Medical physics 34 (6Part1), 2024-2038, 2007
572007
Neural network for current transformer saturation correction
DC Yu, JC Cummins, Z Wang, HJ Yoon, LA Kojovic, D Stone
1999 IEEE Transmission and Distribution Conference (Cat. No. 99CH36333) 1 …, 1999
571999
Classifying cancer pathology reports with hierarchical self-attention networks
S Gao, JX Qiu, M Alawad, JD Hinkle, N Schaefferkoetter, HJ Yoon, ...
Artificial intelligence in medicine 101, 101726, 2019
472019
Analysis of online social networks to understand information sharing behaviors through social cognitive theory
HJ Yoon, G Tourassi
Proceedings of the 2014 Biomedical Sciences and Engineering Conference, 1-4, 2014
422014
Privacy-preserving deep learning NLP models for cancer registries
M Alawad, HJ Yoon, S Gao, B Mumphrey, XC Wu, EB Durbin, JC Jeong, ...
IEEE transactions on emerging topics in computing 9 (3), 1219-1230, 2020
392020
Spatial localization accuracy of radiologists in free-response studies: inferring perceptual FROC curves from mark-rating data
D Chakraborty, HJ Yoon, C Mello-Thoms
Academic radiology 14 (1), 4-18, 2007
382007
Class imbalance in out-of-distribution datasets: Improving the robustness of the TextCNN for the classification of rare cancer types
K De Angeli, S Gao, I Danciu, EB Durbin, XC Wu, A Stroup, J Doherty, ...
Journal of biomedical informatics 125, 103957, 2022
372022
A user-oriented web crawler for selectively acquiring online content in e-health research
S Xu, HJ Yoon, G Tourassi
Bioinformatics 30 (1), 104-114, 2014
362014
Multi-task deep neural networks for automated extraction of primary site and laterality information from cancer pathology reports
HJ Yoon, A Ramanathan, G Tourassi
Advances in Big Data: Proceedings of the 2nd INNS Conference on Big Data …, 2017
352017
Coarse-to-fine multi-task training of convolutional neural networks for automated information extraction from cancer pathology reports
M Alawad, HJ Yoon, GD Tourassi
2018 IEEE EMBS International Conference on Biomedical & Health Informatics …, 2018
312018
Gaze as a biometric
HJ Yoon, TR Carmichael, G Tourassi
Medical Imaging 2014: Image Perception, Observer Performance, and Technology …, 2014
292014
Deep active learning for classifying cancer pathology reports
K De Angeli, S Gao, M Alawad, HJ Yoon, N Schaefferkoetter, XC Wu, ...
BMC bioinformatics 22, 1-25, 2021
282021
Cardinal multiridgelet-based prostate cancer histological image classification for Gleason grading
HJ Yoon, CC Li, C Christudass, R Veltri, JI Epstein, Z Zhang
2011 IEEE International Conference on Bioinformatics and Biomedicine, 315-320, 2011
282011
Operating characteristics predicted by models for diagnostic tasks involving lesion localization
DP Chakraborty, HJ Yoon
Medical physics 35 (2), 435-445, 2008
262008
Fractal analysis of visual search activity for mass detection during mammographic screening
F Alamudun, HJ Yoon, KB Hudson, G Morin‐Ducote, T Hammond, ...
Medical physics 44 (3), 832-846, 2017
232017
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