Hong-Jun Yoon, Ph.D. - Publications

Affiliations: 
2011 University of Pittsburgh, Pittsburgh, PA, United States 
Area:
Electronics and Electrical Engineering, Radiology

14 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2020 Yoon HJ, Klasky HB, Gounley JP, Alawad M, Gao S, Durbin EB, Wu XC, Stroup A, Doherty J, Coyle L, Penberthy L, Blair Christian J, Tourassi GD. Accelerated training of bootstrap aggregation-based deep information extraction systems from cancer pathology reports. Journal of Biomedical Informatics. 103564. PMID 32919043 DOI: 10.1016/J.Jbi.2020.103564  0.331
2019 Gao S, Qiu JX, Alawad M, Hinkle JD, Schaefferkoetter N, Yoon HJ, Christian B, Fearn PA, Penberthy L, Wu XC, Coyle L, Tourassi G, Ramanathan A. Classifying cancer pathology reports with hierarchical self-attention networks. Artificial Intelligence in Medicine. 101: 101726. PMID 31813492 DOI: 10.1016/J.Artmed.2019.101726  0.357
2018 Qiu JX, Yoon HJ, Srivastava K, Watson TP, Blair Christian J, Ramanathan A, Wu XC, Fearn PA, Tourassi GD. Scalable deep text comprehension for Cancer surveillance on high-performance computing. Bmc Bioinformatics. 19: 488. PMID 30577743 DOI: 10.1186/S12859-018-2511-9  0.336
2017 Gao S, Young MT, Qiu JX, Yoon HJ, Christian JB, Fearn PA, Tourassi GD, Ramanthan A. Hierarchical attention networks for information extraction from cancer pathology reports. Journal of the American Medical Informatics Association : Jamia. PMID 29155996 DOI: 10.1093/Jamia/Ocx131  0.35
2017 Qiu J, Yoon HJ, Fearn PA, Tourassi GD. Deep Learning for Automated Extraction of Primary Sites from Cancer Pathology Reports. Ieee Journal of Biomedical and Health Informatics. PMID 28475069 DOI: 10.1109/Jbhi.2017.2700722  0.339
2016 Alamudun F, Yoon H, Hammond T, Hudson K, Morin-Ducote G, Tourassi GD. Shapelet analysis of pupil dilation for modeling visuo-cognitive behavior in screening mammography Proceedings of Spie. 9787. DOI: 10.1117/12.2217670  0.322
2014 Yoon HJ, Carmichael TR, Tourassi G. Gaze as a biometric Progress in Biomedical Optics and Imaging - Proceedings of Spie. 9037. DOI: 10.1117/12.2044303  0.329
2012 Chakraborty DP, Yoon HJ, Mello-Thoms C. Application of threshold-bias independent analysis to eye-tracking and FROC data. Academic Radiology. 19: 1474-83. PMID 23040503 DOI: 10.1016/J.Acra.2012.09.002  0.319
2012 Zanca F, Hillis SL, Claus F, Van Ongeval C, Celis V, Provoost V, Yoon HJ, Bosmans H. Correlation of free-response and receiver-operating-characteristic area-under-the-curve estimates: results from independently conducted FROC∕ROC studies in mammography. Medical Physics. 39: 5917-29. PMID 23039631 DOI: 10.1118/1.4747262  0.317
2012 Veltri RW, Christudass C, Epstein JI, Ali S, Yoon H, Li C, Madabhushi A. Abstract 4061: Computer-assisted Gleason grading of prostate cancer: Two novel approaches using nuclear shape and texture feature to classify pathologic Gleason grade patterns 3 and 4 Cancer Research. 72: 4061-4061. DOI: 10.1158/1538-7445.Am2012-4061  0.319
2012 Chakraborty DP, Yoon H, Mello-Thoms C. Inverse dependence of search and classification performances in lesion localization tasks Proceedings of Spie. 8318. DOI: 10.1117/12.911820  0.335
2009 Yoon HJ, Li CC. Multiridgelets for texture analysis Proceedings of Spie - the International Society For Optical Engineering. 7248. DOI: 10.1117/12.805626  0.304
2008 Chakraborty DP, Yoon HJ. Operating characteristics predicted by models for diagnostic tasks involving lesion localization. Medical Physics. 35: 435-45. PMID 18383663 DOI: 10.1118/1.2820902  0.304
2007 Chakraborty D, Yoon HJ, Mello-Thoms C. Spatial localization accuracy of radiologists in free-response studies: Inferring perceptual FROC curves from mark-rating data. Academic Radiology. 14: 4-18. PMID 17178361 DOI: 10.1016/J.Acra.2006.10.015  0.309
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