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Boosting Personalised Musculoskeletal Modelling with Physics-informed Knowledge Transfer


Nov 22, 2022
Jie Zhang, Yihui Zhao, Tianzhe Bao, Zhenhong Li, Kun Qian, Alejandro F. Frangi, Sheng Quan Xie, Zhi-Qiang Zhang

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* arXiv admin note: text overlap with arXiv:2207.01435 

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A Generative Shape Compositional Framework: Towards Representative Populations of Virtual Heart Chimaeras


Oct 04, 2022
Haoran Dou, Seppo Virtanen, Nishant Ravikumar, Alejandro F. Frangi

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* 15 pages, 4 figures 

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Three-dimensional micro-structurally informed in silico myocardium -- towards virtual imaging trials in cardiac diffusion weighted MRI


Aug 22, 2022
Mojtaba Lashgari, Nishant Ravikumar, Irvin Teh, Jing-Rebecca Li, David L. Buckley, Jurgen E. Schneider, Alejandro F. Frangi

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* Medical Image Analysis, in press 

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Physics-informed Deep Learning for Musculoskeletal Modelling: Predicting Muscle Forces and Joint Kinematics from Surface EMG


Jul 04, 2022
Jie Zhang, Yihui Zhao, Fergus Shone, Zhenhong Li, Alejandro F. Frangi, Shengquan Xie, Zhiqiang Zhang

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Agent with Tangent-based Formulation and Anatomical Perception for Standard Plane Localization in 3D Ultrasound


Jul 01, 2022
Yuxin Zou, Haoran Dou, Yuhao Huang, Xin Yang, Jikuan Qian, Chaojiong Zhen, Xiaodan Ji, Nishant Ravikumar, Guoqiang Chen, Weijun Huang, Alejandro F. Frangi, Dong Ni

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* Accepted by MICCAI 2022 

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Localizing the Recurrent Laryngeal Nerve via Ultrasound with a Bayesian Shape Framework


Jun 30, 2022
Haoran Dou, Luyi Han, Yushuang He, Jun Xu, Nishant Ravikumar, Ritse Mann, Alejandro F. Frangi, Pew-Thian Yap, Yunzhi Huang

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* Early Accepted by MICCAI 2022 

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Fully Automated Assessment of Cardiac Coverage in Cine Cardiovascular Magnetic Resonance Images using an Explainable Deep Visual Salient Region Detection Model


Jun 14, 2022
Shahabedin Nabavi, Mohammad Hashemi, Mohsen Ebrahimi Moghaddam, Ahmad Ali Abin, Alejandro F. Frangi

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Automatic Multi-Class Cardiovascular Magnetic Resonance Image Quality Assessment using Unsupervised Domain Adaptation in Spatial and Frequency Domains


Dec 13, 2021
Shahabedin Nabavi, Hossein Simchi, Mohsen Ebrahimi Moghaddam, Alejandro F. Frangi, Ahmad Ali Abin

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* 21 pages, 9 figures, 7 tables 

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AI-based Aortic Vessel Tree Segmentation for Cardiovascular Diseases Treatment: Status Quo


Aug 06, 2021
Yuan Jin, Antonio Pepe, Jianning Li, Christina Gsaxner, Fen-hua Zhao, Jens Kleesiek, Alejandro F. Frangi, Jan Egger

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* 44 pages (inclusive three pages supplemental material), 10 figures, 6 tables, 100 references 

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Modality Completion via Gaussian Process Prior Variational Autoencoders for Multi-Modal Glioma Segmentation


Jul 07, 2021
Mohammad Hamghalam, Alejandro F. Frangi, Baiying Lei, Amber L. Simpson

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* Accepted in MICCAI 2021 

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