K
Kai Ding
Researcher at Johns Hopkins University
Publications - 104
Citations - 2050
Kai Ding is an academic researcher from Johns Hopkins University. The author has contributed to research in topics: Welding & Image registration. The author has an hindex of 18, co-authored 67 publications receiving 1592 citations. Previous affiliations of Kai Ding include University of California, Los Angeles & Virginia Commonwealth University.
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Journal ArticleDOI
Evaluation of Registration Methods on Thoracic CT: The EMPIRE10 Challenge
Keelin Murphy,B. van Ginneken,Joseph M. Reinhardt,Sven Kabus,Kai Ding,Xiang Deng,Kunlin Cao,Kaifang Du,Gary E. Christensen,V. Garcia,Tom Vercauteren,Nicholas Ayache,Olivier Commowick,Grégoire Malandain,Ben Glocker,Nikos Paragios,Nassir Navab,Vladlena Gorbunova,Jon Sporring,M. de Bruijne,Xiao Han,Mattias P. Heinrich,Julia A. Schnabel,Mark Jenkinson,Cristian Lorenz,Marc Modat,Jamie R. McClelland,Sebastien Ourselin,Sascha E. A. Muenzing,Max A. Viergever,Dante De Nigris,D. L. Collins,Tal Arbel,M. Peroni,Rui Li,Gregory C. Sharp,Alexander Schmidt-Richberg,Jan Ehrhardt,René Werner,Dirk Smeets,Dirk Loeckx,Gang Song,Nicholas J. Tustison,Brian B. Avants,James C. Gee,Marius Staring,Stefan Klein,Berend C. Stoel,Martin Urschler,Manuel Werlberger,Jef Vandemeulebroucke,Simon Rit,David Sarrut,Josien P. W. Pluim +53 more
TL;DR: The organization of the challenge, the data and evaluation methods and the outcome of the initial launch with 20 algorithms, which comprised the comprehensive evaluation and comparison of 20 individual algorithms from leading academic and industrial research groups are detailed.
Journal ArticleDOI
Registration-based estimates of local lung tissue expansion compared to xenon CT measures of specific ventilation.
Joseph M. Reinhardt,Kai Ding,Kunlin Cao,Gary E. Christensen,Eric A. Hoffman,Shalmali V. Bodas +5 more
TL;DR: A registration-based technique for estimating local lung expansion from multiple respiratory-gated CT images of the thorax using the Jacobian of the registration displacement field is described, which it is shown is directly related to specific volume change.
Journal ArticleDOI
4DCT-based measurement of changes in pulmonary function following a course of radiation therapy
TL;DR: The pulmonary function prior to and following a course of radiation therapy can be measured by using 4DCT and image registration techniques with a weak correlation between the dose and pulmonary function change.
Journal ArticleDOI
Three dimensional characterization of regional lung deformation
Ryan Amelon,Kunlin Cao,Kai Ding,Gary E. Christensen,Joseph M. Reinhardt,Madhavan L. Raghavan +5 more
TL;DR: Three indices of lung deformation that are determinable from the displacement field are proposed: the Jacobian, the anisotropic deformation index and a slab-rod index--a measure of the nature of directional preference in volume change.
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Relationship Between Prior Radiotherapy and Checkpoint-Inhibitor Pneumonitis in Patients With Advanced Non-Small-Cell Lung Cancer.
Khinh Ranh Voong,Sarah Z. Hazell,Wei Fu,Chen Hu,Cheng Ting Lin,Kai Ding,Karthik Suresh,Jonathan Hayman,Russell K. Hales,Salem Alfaifi,Kristen A. Marrone,Benjamin Levy,Christine L. Hann,David S. Ettinger,Josephine Feliciano,Valerie Peterson,Ronan J. Kelly,Julie R. Brahmer,Patrick M. Forde,Jarushka Naidoo +19 more
TL;DR: No RT parameter was significantly associated with IR pneumonitis in non-small-cell lung cancer patients treated with anti-programmed cell death 1/programmed death ligand 1 (PD-L1), and attention should be paid to NSCLC patients receiving curative-intent RT followed by anti-PD-1/PD- L1 agents.