基本信息
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Bio
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.
Research Interests
Papers共 334 篇Author StatisticsCo-AuthorSimilar Experts
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Respiratory Researchno. 1 (2024): 78-78
Journal of Hepatology (2024)
American journal of respiratory and critical care medicine (2024)
Dallas K Tada,Pangyu Teng, Kalyani Vyapari, Ashley Banola, George Foster, Esteban Diaz,Grace Hyun J Kim,Jonathan G Goldin,Fereidoun Abtin,Michael McNitt-Gray,Matthew S Brown
Journal of medical imaging (Bellingham, Wash.)no. 3 (2024): 034502-034502
Academic Radiology (2024)
Spencer H Welland,Grace Hyun J Kim, Anil Yadav,John M Hoffman, William Hsu,Matthew S Brown,Elham Tavakkol,Kambiz Nael,Michael F McNitt-Gray
Proceedings of SPIE--the International Society for Optical Engineering (2024)
Sevgi Gokce Kafali,Shu-Fu Shih,Xinzhou Li,Grace Hyun J. Kim, Tristan Kelly,Shilpy Chowdhury, Spencer Loong,Jeremy Moretz,Samuel R. Barnes,Zhaoping Li,Holden H. Wu
Magnetic Resonance Materials in Physics, Biology and Medicinepp.1-16, (2024)
BIOMEDICINESno. 1 (2024): 120
Ju Hyun Oh,Grace Hyun J. Kim,S. Samuel Weigt, Jared D. Wilkinson,Fereidoun Abtin,Lila Pourzand,Bianca Villegas,Jihey Lee, Kyungjong Lee,Jonathan Goldin,Jin Woo Song
EUROPEAN RESPIRATORY JOURNAL (2023)
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