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个人简介
Dr. Hyun J. (Grace) Kim's research focuses on classification, spatially and temporally correlated data analysis and pattern recognition of therapeutic response in medical imaging data. Specifically, Kim is studying approaches to classify abnormal patterns in interstitial lung diseases in computed tomography (CT) images, as well as removing noise in CT imaging. She is applying these methods to develop an automated model of classifying and scoring abnormalities in patterns of interstitial lung disease, such as fibrotic reticular and honeycomb patterns, and ground glass opacity abnormalities. In cancer studies, Kim's work involves identifying a predictive classifier and surrogate outcomes to a therapeutic response, including progression-free survival and overall survival, via MRI images.
研究兴趣
论文共 192 篇作者统计合作学者相似作者
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Sydney B. Montesi, Christian R. Gomez,Michael Beers, Robert Brown, Ishanu Chattopadhyay,Kevin R. Flaherty,Christine Kim Garcia,Brigitte Gomperts,Lida P. Hariri,Cory M. Hogaboam,R. Gisli Jenkins, Naftali Kaminski,
AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINEno. 4 (2024): 362-373
CLINICAL AND TRANSLATIONAL RADIATION ONCOLOGY (2024): 100692-100692
BIOMEDICINESno. 1 (2024): 120
CHESTno. 4 (2023): A3993-A3994
Radiologyno. 5 (2023)
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Kyungjong Lee,Ju Hyun Oh, S. Samuel Weight,Jonathan Goldin, Bianca Villages,Jin Woo Song,Grace Hyun J. Kim
RESPIROLOGY (2023): 370-370
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CHESTno. 4 (2023): A4011-A4012
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