Prediction of 3D Cardiovascular hemodynamics before and after coronary artery bypass surgery via deep learning

Predicting optical coherence tomography-derived diabetic macular edema grades from fundus photographs using deep learning

(2020) Avinash V. Varadarajan et al.   Nature Communications

Numerical Simulation of the Effect of Pulmonary Vascular Resistance on the Hemodynamics of Reoperation After Failure of One and a Half Ventricle Repair

(2020) Yan Fu et al.   Frontiers in Physiology

Deep learning observables in computational fluid dynamics

(2020) Kjetil O. Lye et al.   JOURNAL OF COMPUTATIONAL PHYSICS

Occurrence of the potent mutagens 2- nitrobenzanthrone and 3-nitrobenzanthrone in fine airborne particles

(2019) Aldenor G. Santos et al.   Scientific Reports

Fractional Flow Reserve Guided Coronary Revascularization in Lung Transplant Recipients

(2019) J. Shin et al.   JOURNAL OF HEART AND LUNG TRANSPLANTATION

Model‐based analysis of the sensitivities and diagnostic implications of FFR and CFR under various pathological conditions

(2019) Xinyang Ge et al.   International Journal for Numerical Methods in Biomedical Engineering

Data-driven prediction of unsteady flow over a circular cylinder using deep learning

(2019) Sangseung Lee et al.   JOURNAL OF FLUID MECHANICS

Computed tomography angiography-derived fractional flow reserve (CT-FFR) for the detection of myocardial ischemia with invasive fractional flow reserve as reference: systematic review and meta-analysis

(2019) Baiyan Zhuang et al.   EUROPEAN RADIOLOGY

A feasibility study of deep learning for predicting hemodynamics of human thoracic aorta

(2019) Liang Liang et al.   JOURNAL OF BIOMECHANICS

Enhancing materials property prediction by leveraging computational and experimental data using deep transfer learning

(2019) Dipendra Jha et al.   Nature Communications

Intraoperative Bypass Graft Flow Measurement with Transit Time Flowmetry: A Clinical Assessment

(2018) Sanaz Amin et al.   ANNALS OF THORACIC SURGERY

Diagnostic Accuracy of a Machine-Learning Approach to Coronary Computed Tomographic Angiography–Based Fractional Flow Reserve

(2018) Adriaan Coenen et al.   Circulation-Cardiovascular Imaging

Wall Shear Stress Estimation of Thoracic Aortic Aneurysm Using Computational Fluid Dynamics

(2018) J. Febina et al.   Computational and Mathematical Methods in Medicine

A Method to Personalize the Lumped Parameter Model of Coronary Artery

(2018) Bao Li et al.   International Journal of Computational Methods

Numerical Simulation of Instantaneous Wave-Free Ratio of Stenosed Coronary Artery

(2018) Wenxin Wang et al.   International Journal of Computational Methods

Coronary CT Angiography–derived Fractional Flow Reserve: Machine Learning Algorithm versus Computational Fluid Dynamics Modeling

(2018) Christian Tesche et al.   RADIOLOGY

Diagnostic Performance of In‐Procedure Angiography‐Derived Quantitative Flow Reserve Compared to Pressure‐Derived Fractional Flow Reserve: The FAVOR II Europe‐Japan Study

(2018) Jelmer Westra et al.   Journal of the American Heart Association

Validation of a Novel ‘Wireless’ Fractional Flow Reserve Measurement During Coronary Angiography

(2018) C. Wong et al.   Heart Lung and Circulation

Multiple Aneurysms AnaTomy CHallenge 2018 (MATCH): Phase I: Segmentation

(2018) Philipp Berg et al.   Cardiovascular Engineering and Technology

Model identification of reduced order fluid dynamics systems using deep learning

(2017) Z. Wang et al.   INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN FLUIDS

Haemodynamic effects of stent diameter and compaction ratio on flow-diversion treatment of intracranial aneurysms: A numerical study of a successful and an unsuccessful case

(2017) Mingzi Zhang et al.   JOURNAL OF BIOMECHANICS

Towards the patient-specific design of flow diverters made from helix-like wires: an optimization study

(2016) Mingzi Zhang et al.   Biomedical Engineering Online

A machine-learning approach for computation of fractional flow reserve from coronary computed tomography

(2016) Lucian Itu et al.   JOURNAL OF APPLIED PHYSIOLOGY

Reynolds averaged turbulence modelling using deep neural networks with embedded invariance

(2016) Julia Ling et al.   JOURNAL OF FLUID MECHANICS

Maximal blood flow acceleration analysis in the early diastolic phase for aortocoronary artery bypass grafts: a new transit-time flow measurement predictor of graft failure following coronary artery bypass grafting

(2016) Takemi Handa et al.   SURGERY TODAY

Efficacy and safety outcomes of fractional flow reserve in guiding clinical therapy of non-ST-segment elevation myocardial infarction compared with angiography alone in elderly Chinese patients

(2016) Zhao Zhang et al.   Clinical Interventions in Aging

Reference Values for Echocardiographic Assessment of the Diameter of the Aortic Root and Ascending Aorta Spanning All Age Categories

(2014) Laurence Campens et al.   AMERICAN JOURNAL OF CARDIOLOGY

Nonobstructive Coronary Artery Disease and Risk of Myocardial Infarction

(2014) Thomas M. Maddox et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Computational Fluid Dynamics Applied to Cardiac Computed Tomography for Noninvasive Quantification of Fractional Flow Reserve

(2013) Charles A. Taylor et al.   JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY

Morphology of Aortic Arch Pathology: Implications for Endovascular Repair

(2010) Amir H. Malkawi et al.   JOURNAL OF ENDOVASCULAR THERAPY

CFD and PTV Steady Flow Investigation in an Anatomically Accurate Abdominal Aortic Aneurysm

(2008) Evangelos Boutsianis et al.   JOURNAL OF BIOMECHANICAL ENGINEERING-TRANSACTIONS OF THE ASME

Reproducibility of haemodynamical simulations in a subject-specific stented aneurysm model—A report on the Virtual Intracranial Stenting Challenge 2007

(2008) A.G. Radaelli et al.   JOURNAL OF BIOMECHANICS

Proximal Fixation of Thoracic Stent-Grafts as a Function of Oversizing and Increasing Aortic Arch Angulation in Human Cadaveric Aortas

(2008) Ludovic Canaud et al.   JOURNAL OF ENDOVASCULAR THERAPY