基本信息
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Career Trajectory
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 403 篇Author StatisticsCo-AuthorSimilar Experts
By YearBy Citation主题筛选期刊级别筛选合作者筛选合作机构筛选
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Respiratory Researchno. 1 (2024)
Sung Hae Chang,Seyoung Jung, Jeong Jun Chae,Jeong Yeon Kim,Seon Uk Kim,Ji Yong Choi, Hye-Jeong Han,Hyun Taek Kim, Hak-Jae Kim,Hyun Je Kim,Woong Yang Park, Jeffrey A. Sparks,Eun Young Lee, Jeong Seok Lee
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,Grace Hyun J. Kim,Melanie Konigshoff,Martin Kolb, Darrell N. Kotton,Jonathan A. Kropski,Joseph Lasky,Chelsea M. Magin,Toby M. Maher,Mark McCormick,Bethany B. Moore,Cheryl Nickerson-Nutter,Justin Oldham,Anna J. Podolanczuk,Ganesh Raghu,Ivan Rosas,Steven M. Rowe, William T. Schmidt,David Schwartz, Jessica E. Shore,Cathie Spino,J. Matthew Craig,Fernando J. Martinez
AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINEno. 4 (2024): 362-373
C23 MACHINE LEARNED AI-DRIVEN SOLUTIONS IN ILD AND LUNG TRANSPLANT (2024)
P. Teng, D. Tada, K. Vyapari, A. Banola, E. Diaz, G.C. Foster, J. Hoffman, M. Brown,M. McNitt-Gray,G.H.J. Kim,J.G. Goldin
B80-2 ABNORMALITIES IN STRUCTURE AND FUNCTION IN COPD (2024)
C23 MACHINE LEARNED AI-DRIVEN SOLUTIONS IN ILD AND LUNG TRANSPLANT (2024)
JOURNAL OF CLINICAL ONCOLOGYno. 16 (2024)
A.C. Swaminathan,T.P.M. Whelan,M.L. Neely,J.L. Todd,S.M. Palmer,J.M. Weber,G.H.J. Kim, P. Li,T.B. Leonard,C.S. Conoscenti, J. Goldin, on behalf of the ILD-PRO Registry investigators
C23 MACHINE LEARNED AI-DRIVEN SOLUTIONS IN ILD AND LUNG TRANSPLANT (2024)
B46 UP AND COMING ILD BIOMARKERS (2024)
Lisa Lancaster,Vincent Cottin,Murali Ramaswamy,Wim A Wuyts,R Gisli Jenkins,Mary Beth Scholand,Michael Kreuter,Claudia Valenzuela,Christopher J Ryerson,Jonathan Goldin,Grace Hyun J Kim,Marzena Jurek,Martin Decaris, Annie Clark,Scott Turner,Chris N Barnes, Hardean E Achneck,Gregory P Cosgrove,Éric A Lefebvre,Kevin R Flaherty, PLN-7480-IPF-20 Trial Investigators
American journal of respiratory and critical care medicineno. 4 (2024): 424-434
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Author Statistics
#Papers: 411
#Citation: 9600
H-Index: 53
G-Index: 85
Sociability: 7
Diversity: 4
Activity: 55
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