Research Explorer

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Researcher

Patricio Astudillo

Awards & Distinctions

15 Results

2020

Automatic detection of the aortic annular plane and coronary ostia from multidetector computed tomography

Patricio AstudilloPeter MortierJohan BosmansOle De BackerPeter de JaegereFrancesco IannacconeMatthieu De BeuleJoni Dambre

A1 Journal Article in JOURNAL OF INTERVENTIONAL CARDIOLOGY

Cardiovascular medical image analysis with deep learning

Patricio AstudilloJoni DambrePeter Mortier

Curriculum deep reinforcement learning with different exploration strategies : a feasibility study on cardiac landmark detection

Patricio AstudilloPeter MortierMatthieu De BeuleFrancis wyffels

2019

Classification of aortic valve morphology using a three-dimensional convolutional neural network

Cameron DowlingPatricio AstudilloStephen BreckerMatthieu De BeulePeter MortierJoni Dambre

Echocardiographic analysis with deep learning : from cardiac cycle classification to cardiac output regression.

Patricio AstudilloAnish Bhuva

Enabling automated device size selection for transcatheter aortic valve implantation

Patricio AstudilloPeter MortierJohan BosmansOle De BackerPeter De JaegereMatthieu De BeuleJoni Dambre

A1 Journal Article in JOURNAL OF INTERVENTIONAL CARDIOLOGY

Fully automatic 4D echocardiography analysis with deep learning : from cycle classification to cardiac output regression

Patricio AstudilloAnish Bhuva

Light-weight algorithm for deep learning architecture evolution applied on image-classification.

Patricio Astudillo

Towards safe and efficient pre-operative planning of transcatheter mitral valve interventions

Patricio AstudilloMatthieu De BeuleJoni DambrePeter Mortier

A2 Journal Article in MORPHOLOGIE

2018

Detection of the aortic annular plane and coronary ostia from MDCT using deep learning techniques.

Patricio AstudilloFrancesco IannacconePeter de JaegereJohan BosmansOle De BackerMatthieu De BeulePeter MortierJoni Dambre

Towards automated TAVI device size selection using artificial intelligence

Patricio AstudilloPeter MortierMatthieu De BeuleJohan BosmansOle De BackerPeter de JaegereJoni Dambre

Towards realistic and tailored medical image generation with artificial intelligence

Patricio Astudillo

2017

Aortic landmark detection from MDCT images using deep learning

Patricio Astudillo

2016

Efficient & accurate 4D reconstruction of mitral apparatus from echo

Patricio Astudillo

Efficient & accurate 4D reconstruction of mitral apparatus from echo with deep learning

Patricio Astudillo