Scoring systems developed by machine learning: intelligent but simple to use?
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Automated Coronary Vessels Segmentation in X-ray Angiography Using Graph Attention Network
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Generating Virtual Populations of 3D Cardiac Anatomies with Snowflake-Net
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Towards Enabling Cardiac Digital Twins of Myocardial Infarction Using Deep Computational Models for Inverse Inference
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Multi-class point cloud completion networks for 3D cardiac anatomy reconstruction from cine magnetic resonance images
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Calcium dysregulation combined with mitochondrial failure and electrophysiological maturity converge in Parkinson's iPSC-dopamine neurons.
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Modeling 3D cardiac contraction and relaxation with point cloud deformation networks
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Beetz M. et al, (2023)
Multi-objective point cloud autoencoders for explainable myocardial infarction prediction
Preprint
Beetz M. et al, (2023)
Multi-class point cloud completion networks for 3D cardiac anatomy reconstruction from cine magnetic resonance images
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Beetz M. et al, (2023)
3D Shape-Based Myocardial Infarction Prediction Using Point Cloud Classification Networks
Preprint
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Influence of Myocardial Infarction on QRS Properties: A Simulation Study
Conference paper
Li L. et al, (2023)
3D Shape-Based Myocardial Infarction Prediction Using Point Cloud Classification Networks
Conference paper
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Characterization of A Robust Probabilistic Framework for Brain MR Image Data Distributions
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Acute changes in myocardial tissue characteristics during hospitalization in patients with COVID-19.
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Shanmuganathan M. et al, (2023), Front Cardiovasc Med, 10
Acute Response in the Noninfarcted Myocardium Predicts Long-Term Major Adverse Cardiac Events After STEMI.
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HyperScore: A unified measure to model hypertension progression using multi-modality measurements and semi-supervised learning
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Alkhodari M. et al, (2023), Proceedings - 2023 2023 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2023, 1886 - 1889
Multi-objective Point Cloud Autoencoders for Explainable Myocardial Infarction Prediction
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Beetz M. et al, (2023), Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 14221 LNCS, 532 - 542
A robust COVID-19 mortality prediction calculator based on Lymphocyte count, Urea, C-Reactive Protein, Age and Sex (LUCAS) with chest X-rays.
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Ray S. et al, (2022), Sci Rep, 12