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Unsupervised physics-informed deep learning for ...
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由 X Liu 著作2024 — This study proposes a surrogate model that employs an unsupervised physics-informed neural network (UPNN) to predict FFR based on pulmonary CT angiography.
Unsupervised physics-informed deep learning for assessing ...
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This study proposes a surrogate model that employs an unsupervised physics-informed neural network (UPNN) to predict FFR based on pulmonary CT angiography. To ...
Unsupervised physics-informed deep learning for assessing ...
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This study proposes a surrogate model that employs an unsupervised physics-informed neural network (UPNN) to predict FFR based on pulmonary CT angiography. To ...
Unsupervised physics-informed deep learning for assessing ...
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Unsupervised physics-informed deep learning for assessing pulmonary artery hemodynamics ... Authors: Xiujian Liu; Baihong Xie; Dong Zhang; Heye Zhang; Zhifan Gao ...
Unsupervised physics-informed deep learning for assessing ...
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This study proposes a surrogate model that employs an unsupervised physics-informed neural network (UPNN) to predict FFR based on pulmonary CT angiography. To ...
Dong Zhang - Google 学术搜索
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2024. Unsupervised physics-informed deep learning for assessing pulmonary artery hemodynamics. X Liu, B Xie, D Zhang, H Zhang, Z Gao, VHC de Albuquerque.
Uncovering near-wall blood flow from sparse data with physics ...
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Physics-informed neural networks (PINNs) provide a flexible deep learning framework to integrate mathematical equations governing blood flow with measurement ...
Physics-informed neural networks (PINNs) for 4D ...
ResearchGate
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2024年12月9日 — Prediction of 3D Cardiovascular hemodynamics before and after coronary artery bypass surgery via deep learning. Article. Full-text available.
Diagnostic performance of IVUS-FFR analysis based on ...
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Unsupervised physics-informed deep learning for assessing pulmonary artery hemodynamics. Liu,. Xie,. Zhang. et al. 2024. Expert Systems with Applications · 0. 0.
pulmonary artery pressure waveforms from measurement ...
ResearchGate
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Unsupervised physics-informed deep learning for assessing pulmonary artery hemodynamics. Article. Aug 2024; EXPERT SYST APPL. Xiujian Liu · Baihong ...