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Keywords: machine learning
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Journal Articles
Journal Articles
Publisher: ASME
Article Type: Research-Article
J Biomech Eng. December 2022, 144(12): 121009.
Paper No: BIO-22-1104
Published Online: October 17, 2022
... cardiovascular modeling machine learning uncertainty quantification model inference Air Force Office of Scientific Research 10.13039/100000181 FA9550-22-1-0065 National Science Foundation 10.13039/100000001 OAC-2047127 Hemodynamics information, e.g., fractional flow reserve...
Journal Articles
Publisher: ASME
Article Type: Research-Article
J Biomech Eng. December 2021, 143(12): 121004.
Paper No: BIO-21-1103
Published Online: September 1, 2021
... resulting from a variable reduction procedure. We compared the performance of the NN models with two standard machine learning algorithms (MARS: multivariate adaptive regression splines and GAM: generalized additive model) and a linear regression model (GLM: generalized linear model). With the reduced sets...
Includes: Supplementary data