Researcher
Patricio Astudillo
- Disciplines:Scientific computing, Computer theory, Computer hardware, Other computer engineering, information technology and mathematical engineering, Electronics
Affiliations
- Department of Electronics and information systems (Department)
Member
From13 Oct 2015 → 20 Sep 2020
Publications
1 - 9 of 9
- Curriculum deep reinforcement learning with different exploration strategies : a feasibility study on cardiac landmark detection(2020)
Authors: Patricio Astudillo, Peter Mortier, Matthieu De Beule, Francis wyffels, Filipe Soares, Ana Fred, Hugo Gamboa
Pages: 37 - 45 - Cardiovascular medical image analysis with deep learning(2020)
Authors: Patricio Astudillo
- Echocardiographic analysis with deep learning : from cardiac cycle classification to cardiac output regression.(2019)
Authors: Patricio Astudillo, Anish Bhuva
Number of pages: 1 - Enabling automated device size selection for transcatheter aortic valve implantation(2019)
Authors: Patricio Astudillo, Peter Mortier, Johan Bosmans, Ole De Backer, Peter De Jaegere, Matthieu De Beule, Joni Dambre
- Light-weight algorithm for deep learning architecture evolution applied on image-classification.(2019)
Authors: Patricio Astudillo
Number of pages: 1 - Detection of the aortic annular plane and coronary ostia from MDCT using deep learning techniques.(2018)
Authors: Patricio Astudillo, Francesco Iannaccone, Peter de Jaegere, Johan Bosmans, Ole De Backer, Matthieu De Beule, Peter Mortier, Joni Dambre
Number of pages: 1 - Classification of aortic valve morphology using a three-dimensional convolutional neural network
Authors: Cameron Dowling, Patricio Astudillo, Stephen Brecker, Matthieu De Beule, Peter Mortier, Joni Dambre
Number of pages: 1 - Towards safe and efficient pre-operative planning of transcatheter mitral valve interventions
Authors: Patricio Astudillo, Matthieu De Beule, Joni Dambre, Peter Mortier
Pages: 139 - 147 - Towards automated TAVI device size selection using artificial intelligence
Authors: Patricio Astudillo, Peter Mortier, Matthieu De Beule, Johan Bosmans, Ole De Backer, Peter de Jaegere, Joni Dambre
Number of pages: 1