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Kaiwen Xu
Kaiwen Xu
Lead ML Scientist, Insitro
Verified email at insitro.com - Homepage
Title
Cited by
Cited by
Year
Federated learning enables big data for rare cancer boundary detection
S Pati, U Baid, B Edwards, M Sheller, SH Wang, GA Reina, P Foley, ...
Nature communications 13 (1), 7346, 2022
1402022
Time-distanced gates in long short-term memory networks
R Gao, Y Tang, K Xu, Y Huo, S Bao, SL Antic, ES Epstein, S Deppen, ...
Medical image analysis 65, 101785, 2020
322020
Acrylate protects a marine bacterium from grazing by a ciliate predator
ZJ Teng, P Wang, XL Chen, R Guillonneau, CY Li, SB Zou, J Gong, ...
Nature microbiology 6 (11), 1351-1356, 2021
192021
Cancer risk estimation combining lung screening CT with clinical data elements
R Gao, Y Tang, MS Khan, K Xu, AB Paulson, S Sullivan, Y Huo, S Deppen, ...
Radiology: Artificial Intelligence 3 (6), e210032, 2021
112021
Multi-contrast computed tomography healthy kidney atlas
HH Lee, Y Tang, K Xu, S Bao, AB Fogo, R Harris, MP de Caestecker, ...
Computers in biology and medicine 146, 105555, 2022
102022
Deep multi-path network integrating incomplete biomarker and chest CT data for evaluating lung cancer risk
R Gao, Y Tang, K Xu, MN Kammer, SL Antic, S Deppen, KL Sandler, ...
Medical Imaging 2021: Image Processing 11596, 387-393, 2021
102021
Lung cancer risk estimation with incomplete data: a joint missing imputation perspective
R Gao, Y Tang, K Xu, HH Lee, S Deppen, K Sandler, P Massion, ...
Medical Image Computing and Computer Assisted Intervention–MICCAI 2021: 24th …, 2021
92021
Time-distance vision transformers in lung cancer diagnosis from longitudinal computed tomography
TZ Li, K Xu, R Gao, Y Tang, TA Lasko, F Maldonado, KL Sandler, ...
Medical Imaging 2023: Image Processing 12464, 221-230, 2023
72023
Extending the value of routine lung screening CT with quantitative body composition assessment
K Xu, R Gao, Y Tang, SA Deppen, KL Sandler, MN Kammer, SL Antic, ...
Medical Imaging 2022: Image Processing 12032, 430-437, 2022
72022
Single slice thigh CT muscle group segmentation with domain adaptation and self-training
Q Yang, X Yu, HH Lee, LY Cai, K Xu, S Bao, Y Huo, AZ Moore, ...
Journal of Medical Imaging 10 (4), 044001-044001, 2023
62023
AI body composition in lung cancer screening: added value beyond lung cancer detection
K Xu, MS Khan, TZ Li, R Gao, JG Terry, Y Huo, TA Lasko, JJ Carr, ...
Radiology 308 (1), e222937, 2023
52023
Body composition assessment with limited field-of-view computed tomography: A semantic image extension perspective
K Xu, T Li, MS Khan, R Gao, SL Antic, Y Huo, KL Sandler, F Maldonado, ...
Medical Image Analysis 88 (102852), 2023
52023
Construction of a multi-phase contrast computed tomography kidney atlas
HH Lee, Y Tang, K Xu, S Bao, AB Fogo, R Harris, MP de Caestecker, ...
Medical Imaging 2021: Image Processing 11596, 501-508, 2021
52021
Reducing uncertainty in cancer risk estimation for patients with indeterminate pulmonary nodules using an integrated deep learning model
R Gao, T Li, Y Tang, K Xu, M Khan, M Kammer, SL Antic, S Deppen, ...
Computers in biology and medicine 150, 106113, 2022
42022
Technical report: quality assessment tool for machine learning with clinical CT
R Gao, MS Khan, Y Tang, K Xu, S Deppen, Y Huo, KL Sandler, ...
arXiv preprint arXiv:2107.12842, 2021
42021
Development and characterization of a chest CT atlas
K Xu, R Gao, MS Khan, S Bao, Y Tang, SA Deppen, Y Huo, KL Sandler, ...
Proceedings of SPIE--the International Society for Optical Engineering 2021, 2021
42021
Characterizing browser-based medical imaging AI with serverless edge computing: towards addressing clinical data security constraints
C Dong, TZ Li, K Xu, Z Wang, F Maldonado, K Sandler, BA Landman, ...
Proceedings of SPIE--the International Society for Optical Engineering 12469, 2023
32023
Author Correction: Federated learning enables big data for rare cancer boundary detection
S Pati, U Baid, B Edwards, M Sheller, SH Wang, GA Reina, P Foley, ...
nature communications 14 (1), 436, 2023
32023
Longitudinal multimodal transformer integrating imaging and latent clinical signatures from routine ehrs for pulmonary nodule classification
TZ Li, JM Still, K Xu, HH Lee, LY Cai, AR Krishnan, R Gao, MS Khan, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2023
22023
Workflow Integration of Research AI Tools into a Hospital Radiology Rapid Prototyping Environment
P Kanakaraj, K Ramadass, S Bao, M Basford, LM Jones, HH Lee, K Xu, ...
Journal of Digital Imaging 35 (4), 1023-1033, 2022
22022
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