Multimodal Prescriptive Deep Learning [PDF]
arXivWe introduce a multimodal deep learning framework, Prescriptive Neural Networks (PNNs), that combines ideas from optimization and machine learning, and is, to the best of our knowledge, the first prescriptive method to handle multimodal data. The PNN is a feedforward neural network trained on embeddings to output an outcome-optimizing prescription.
arxiv
Transcatheter Aortic Valve Replacement [PDF]
Circulation: Cardiovascular Interventions, 2018 Adedapo Iluyomade, Mauricio G. Cohen
openaire +3 more sources
Stochastic Modelling and Dynamic Analysis of Cardiovascular System with Rotary Left Ventricular Assist Devices [PDF]
Mathematical Problems in Engineering, 2018, 2018 The left ventricular assist device (LVAD) has been used for end-stage heart failure patients as a therapeutic option. The aortic valve plays a critical role in heart failure and its treatment with LVAD. The cardiovascular-LVAD model is often used to investigate the physiological demands required by patients and predict the hemodynamic of the native ...
arxiv
Comparative study of wall shear stress at the ascending aorta for different mechanical heart valve prostheses [PDF]
arXiv, 2018 An experimental study is reported which investigates the wall shear stress (WSS) distribution in a transparent model of the human aorta comparing a bileaflet mechanical heart valve (BMHV) with a trileaflet mechanical heart valve (TMHV) in physiological pulsatile flow.
arxiv
Robotic transcatheter tricuspid valve replacement with hybrid enhanced intelligence: a new paradigm and first-in-vivo study [PDF]
arXivTranscatheter tricuspid valve replacement (TTVR) is the latest treatment for tricuspid regurgitation and is in the early stages of clinical adoption. Intelligent robotic approaches are expected to overcome the challenges of surgical manipulation and widespread dissemination, but systems and protocols with high clinical utility have not yet been ...
arxiv
Transcatheter closure of iatrogenic perimembranous ventricular septal defect after aortic valve and ascending aorta replacement using an Amplatzer membranous ventricular septal occluder [PDF]
, 2008 Iatrogenic perimembranous ventricular septal defect is a rare complication after surgical replacement of the aortic valve, and so transcatheter closure of such a defect is not a routine procedure.
Anisimowicz, Lech +4 more
core +1 more source
Surgical or Transcatheter Aortic-Valve Replacement
New England Journal of Medicine, 2017 Noble, Stéphane Laurent +2 more
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Racial Disparities in the Utilization and Outcomes of Structural Heart Disease Interventions in the United States [PDF]
, 2019 Background-—Data on race- and ethnicity-based disparities in the utilization and outcomes of structural heart disease interventions in the United States are scarce.
Alkhouli, Mohamad +3 more
core +1 more source
The Prognostic Value of Platelet-Albumin-Bilirubin Score in Patients Undergoing Transcatheter Aortic Valve Replacement. [PDF]
Clin CardiolKhan FU +4 more
europepmc +2 more sources
Transcatheter Aortic Valve Replacement for Degenerative Bioprosthetic Mosaic Valve. [PDF]
JACC Case RepBhastana VJ +4 more
europepmc +1 more source