Cargando…

Machine Learning for Predicting Mortality in Transcatheter Aortic Valve Implantation: An Inter-Center Cross Validation Study

Current prognostic risk scores for transcatheter aortic valve implantation (TAVI) do not benefit yet from modern machine learning techniques, which can improve risk stratification of one-year mortality of patients before TAVI. Despite the advancement of machine learning in healthcare, data sharing r...

Descripción completa

Detalles Bibliográficos
Autores principales:	Mamprin, Marco, Lopes, Ricardo R., Zelis, Jo M., Tonino, Pim A. L., van Mourik, Martijn S., Vis, Marije M., Zinger, Svitlana, de Mol, Bas A. J. M., de With, Peter H. N.
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2021
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8227005/ https://www.ncbi.nlm.nih.gov/pubmed/34199892 http://dx.doi.org/10.3390/jcdd8060065

Ejemplares similares

Decision Trees for Predicting Mortality in Transcatheter Aortic Valve Implantation
por: Mamprin, Marco, et al.
Publicado: (2021)

Local and Distributed Machine Learning for Inter-hospital Data Utilization: An Application for TAVI Outcome Prediction
por: Lopes, Ricardo R., et al.
Publicado: (2021)

Why Can Fractional Flow Reserve Decrease After Transcatheter Aortic Valve Implantation?
por: Zelis, Jo M., et al.
Publicado: (2020)

Survival and quality of life after transcatheter aortic valve implantation relative to the general population
por: Zelis, Jo M., et al.
Publicado: (2020)

Predicting hospitalisation duration after transcatheter aortic valve implantation
por: van Mourik, Martijn S, et al.
Publicado: (2017)

Remote Monitoring of Patients Undergoing Transcatheter Aortic Valve Replacement: A Framework for Postprocedural Telemonitoring
por: Hermans, Mathilde C, et al.
Publicado: (2018)

Temporal validation of 30-day mortality prediction models for transcatheter aortic valve implantation using statistical process control – An observational study in a national population
por: Lopes, Ricardo R., et al.
Publicado: (2023)

Pressure gradient vs. flow relationships to characterize the physiology of a severely stenotic aortic valve before and after transcatheter valve implantation
por: Johnson, Nils P, et al.
Publicado: (2018)

Outcomes of emergent cardiac surgery after transcatheter aortic valve implantation
por: van Steenbergen, Gijs J., et al.
Publicado: (2023)

Feasibility and safety of early discharge after transfemoral transcatheter aortic valve implantation – rationale and design of the FAST-TAVI registry
por: Barbanti, Marco, et al.
Publicado: (2017)

CT determined psoas muscle area predicts mortality in women undergoing transcatheter aortic valve implantation
por: van Mourik, Martijn S., et al.
Publicado: (2018)

Early mobilisation after transfemoral transcatheter aortic valve implantation: results of the MobiTAVI trial
por: Vendrik, J., et al.
Publicado: (2020)

Report on outcomes of valve-in-valve transcatheter aortic valve implantation and redo surgical aortic valve replacement in the Netherlands
por: van Steenbergen, G. J., et al.
Publicado: (2021)

Dynamics of the aortic annulus in 4D CT angiography for transcatheter aortic valve implantation patients
por: Elattar, Mustafa A., et al.
Publicado: (2017)

Preoperative frailty parameters as predictors for outcomes after transcatheter aortic valve implantation: a systematic review and meta-analysis
por: van Mourik, M. S., et al.
Publicado: (2020)

Prespecified Risk Criteria Facilitate Adequate Discharge and Long‐Term Outcomes After Transfemoral Transcatheter Aortic Valve Implantation
por: Spence, Mark S., et al.
Publicado: (2020)

Trends in patient characteristics and clinical outcome over 8 years of transcatheter aortic valve implantation
por: van Kesteren, F., et al.
Publicado: (2018)

Transcatheter aortic valve implantation
por: Snow, Thomas M, et al.
Publicado: (2012)

Value of a comprehensive geriatric assessment for predicting one-year outcomes in patients undergoing transcatheter aortic valve implantation: results from the CGA-TAVI multicentre registry
por: van Mourik, Martijn S., et al.
Publicado: (2019)

Transcatheter aortic valve implantation
por: Oliemy, Ahmed, et al.
Publicado: (2014)

Transcatheter Aortic Valve Implantation
Publicado: (2013)

Outcomes of Redo Transcatheter Aortic Valve Implantation for Structural Valve Degeneration of Transcatheter Aortic Valve
por: Tsuda, Masaki, et al.
Publicado: (2019)

Transcatheter Aortic Valve Implantation for Bioprosthetic Valve Failure: Placement of Aortic Transcatheter Valves 3 Aortic Valve-in-Valve Study
por: Malaisrie, S. Chris, et al.
Publicado: (2022)

Aortic valve anatomy and outcomes after transcatheter aortic valve implantation in bicuspid aortic valves
por: De Biase, Chiara, et al.
Publicado: (2018)

Autopsy after transcatheter aortic valve implantation
por: van Kesteren, F., et al.
Publicado: (2017)

Repeat Transcatheter Aortic Valve Implantation Through an Embolized Transcatheter Aortic Valve: No Matter of Concern
por: Barbanti, Marco, et al.
Publicado: (2021)

Transcatheter aortic valve implantation in 2015
por: Mylotte, Darren, et al.
Publicado: (2016)

Endoconduit for Transcatheter Aortic Valve Implantation
por: Murakami, Takashi, et al.
Publicado: (2018)

Biomechanics of Transcatheter Aortic Valve Implant
por: Nappi, Francesco, et al.
Publicado: (2022)

Bioprosthetic Aortic Valve Fracture During Valve-in-valve Transcatheter Aortic Valve Implantation
por: O’Donnell, John Phineas, et al.
Publicado: (2019)

Transcatheter Tricuspid Valve-In-Ring and Aortic Valve-In-Valve Implantation
por: Reichart, Daniel, et al.
Publicado: (2017)

Repeated transcatheter aortic valve implantation for the treatment of a degenerated transcatheter aortic valve implantation valve (valve-in-valve technique): a case report
por: Voudris, Vassileios, et al.
Publicado: (2020)

Better survival after transcatheter aortic valve replacement by process improvements
por: van Steenbergen, G. J., et al.
Publicado: (2020)

Aortic valve stenosis after previous coronary bypass: Transcatheter valve implantation or aortic valve replacement?
por: Jegaden, Olivier, et al.
Publicado: (2012)

Update and, internal and temporal-validation of the FRANCE-2 and ACC-TAVI early-mortality prediction models for Transcatheter Aortic Valve Implantation (TAVI) using data from the Netherlands heart registration (NHR)
por: Al-Farra, Hatem, et al.
Publicado: (2021)

Incidence and outcome of prosthetic valve endocarditis after transcatheter aortic valve replacement in the Netherlands
por: Brouwer, J., et al.
Publicado: (2020)

Transcatheter CoreValve valve-in-valve implantation in a stentless porcine aortic valve for severe aortic regurgitation
por: Yong, Celina M, et al.
Publicado: (2014)

Imaging of Bioprosthetic Valve Dysfunction after Transcatheter Aortic Valve Implantation
por: Alwan, Louhai, et al.
Publicado: (2023)

Transcatheter Aortic Valve Replacement Valve in Transcatheter Aortic Valve Replacement Valve for Severe Periprosthetic Regurgitation
por: Nandy, Sneha, et al.
Publicado: (2020)

Sex-specific aortic valve calcifications in patients undergoing transcatheter aortic valve implantation
por: Hokken, Thijmen W, et al.
Publicado: (2023)

Cannot write session to /tmp/vufind_sessions/sess_d9etjnshmtb5m1ko40dmk6u6gl