A CT-based deep learning system for automatic assessment of aortic root morphology for TAVI planning

A Deep Learning-Based and Fully Automated Pipeline for Thoracic Aorta Geometric Analysis and Planning for Endovascular Repair from Computed Tomography

(2022) Simone Saitta et al.   JOURNAL OF DIGITAL IMAGING

Implantation depth and its influence on complications after TAVI with self-expanding valves

(2021) Philipp Breitbart et al.   INTERNATIONAL JOURNAL OF CARDIOVASCULAR IMAGING

Deep learning method for aortic root detection

(2021) Pablo G. Tahoces et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Paravalvular Leak After Transcatheter Aortic Valve Implantation Its Incidence, Diagnosis, Clinical Implications, Prevention, Management, and Future Perspectives: A Review Article

(2021) Sandeep Bhushan et al.   CURRENT PROBLEMS IN CARDIOLOGY

Unified Focal loss: Generalising Dice and cross entropy-based losses to handle class imbalanced medical image segmentation

(2021) Michael Yeung et al.   COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

Impact of aortic angle on transcatheter aortic valve implantation outcome with Evolut‐R , Portico, and Acurate‐NEO

(2020) Riccardo Gorla et al.   CATHETERIZATION AND CARDIOVASCULAR INTERVENTIONS

nnU-Net: a self-configuring method for deep learning-based biomedical image segmentation

(2020) Fabian Isensee et al.   NATURE METHODS

Road Extraction by Deep Residual U-Net

(2018) Zhengxin Zhang et al.   IEEE Geoscience and Remote Sensing Letters

DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs

(2018) Liang-Chieh Chen et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Automatic aortic root segmentation and anatomical landmarks detection for TAVI procedure planning

(2018) Florent Lalys et al.   MINIMALLY INVASIVE THERAPY & ALLIED TECHNOLOGIES

Practical determination of aortic valve calcium volume score on contrast-enhanced computed tomography prior to transcatheter aortic valve replacement and impact on paravalvular regurgitation: Elucidating optimal threshold cutoffs

(2017) Nicolas Bettinger et al.   Journal of Cardiovascular Computed Tomography

Automatic 3D aortic annulus sizing by computed tomography in the planning of transcatheter aortic valve implantation

(2017) Sandro Queirós et al.   Journal of Cardiovascular Computed Tomography

Transcatheter or Surgical Aortic-Valve Replacement in Intermediate-Risk Patients

(2016) Martin B. Leon et al.   NEW ENGLAND JOURNAL OF MEDICINE

Automatic aortic root landmark detection in CTA images for preprocedural planning of transcatheter aortic valve implantation

(2015) Mustafa Elattar et al.   INTERNATIONAL JOURNAL OF CARDIOVASCULAR IMAGING

5-year outcomes of transcatheter aortic valve replacement or surgical aortic valve replacement for high surgical risk patients with aortic stenosis (PARTNER 1): a randomised controlled trial

(2015) Michael J Mack et al.   LANCET

Automatic segmentation of the aortic root in CT angiography of candidate patients for transcatheter aortic valve implantation

(2014) M. A. Elattar et al.   MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING

Automated Assessment of the Aortic Root Dimensions With Multidetector Row Computed Tomography

(2011) Victoria Delgado et al.   ANNALS OF THORACIC SURGERY

Three dimensional evaluation of the aortic annulus using multislice computer tomography: are manufacturer's guidelines for sizing for percutaneous aortic valve replacement helpful?

(2009) C. J. Schultz et al.   EUROPEAN HEART JOURNAL

elastix: A Toolbox for Intensity-Based Medical Image Registration

(2009) S. Klein et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Generic Remeshing of 3D Triangular Meshes with Metric-Dependent Discrete Voronoi Diagrams

(2008) S. Valette et al.   IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS