Efficient detection of aortic stenosis using morphological characteristics of cardiomechanical signals and heart rate variability parameters
Shokouhmand, Arash, Aranoff, Nicole D., Driggin, Elissa, Green, Philip, Tavassolian, Negar
Published in Scientific reports (10.12.2021)
Published in Scientific reports (10.12.2021)
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Journal Article
Classification of aortic stenosis using conventional machine learning and deep learning methods based on multi-dimensional cardio-mechanical signals
Yang, Chenxi, Ojha, Banish D., Aranoff, Nicole D., Green, Philip, Tavassolian, Negar
Published in Scientific reports (16.10.2020)
Published in Scientific reports (16.10.2020)
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Journal Article
A Binary Classification of Cardiovascular Abnormality Using Time-Frequency Features of Cardio-mechanical Signals
Aranoff, Nicole D., Green, Philip
Published in 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (01.07.2018)
Published in 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (01.07.2018)
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Conference Proceeding
Journal Article
Mean Pressure Gradient Prediction Based on Chest Angular Movements and Heart Rate Variability Parameters
Shokouhmand, Arash, Yang, Chenxi, Aranoff, Nicole D., Driggin, Elissa, Green, Philip, Tavassolian, Negar
Published in 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (01.11.2021)
Published in 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (01.11.2021)
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Conference Proceeding
Journal Article
Classification of Aortic Stenosis Before and After Transcatheter Aortic Valve Replacement Using Cardio-mechanical Modalities
Yang, Chenxi, Ojha, Banish, Aranoff, Nicole D., Green, Philip, Tavassolian, Negar
Published in 2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (01.07.2020)
Published in 2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (01.07.2020)
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Conference Proceeding
Journal Article