Onderzoeker
Patricio Astudillo
- Disciplines:Scientific computing, Computertheorie, Computer hardware, Andere computer ingenieurswetenschappen, informatietechnologie en mathematische ingenieurswetenschappen, Elektronica
Affiliaties
- Vakgroep Elektronica en Informatiesystemen (Departement)
Lid
Vanaf13 okt 2015 → 20 sep 2020
Publicaties
1 - 9 van 9
- Curriculum deep reinforcement learning with different exploration strategies : a feasibility study on cardiac landmark detection(2020)
Auteurs: Patricio Astudillo, Peter Mortier, Matthieu De Beule, Francis wyffels, Filipe Soares, Ana Fred, Hugo Gamboa
Pagina's: 37 - 45 - Cardiovascular medical image analysis with deep learning(2020)
Auteurs: Patricio Astudillo
- Echocardiographic analysis with deep learning : from cardiac cycle classification to cardiac output regression.(2019)
Auteurs: Patricio Astudillo, Anish Bhuva
Aantal pagina's: 1 - Enabling automated device size selection for transcatheter aortic valve implantation(2019)
Auteurs: 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)
Auteurs: Patricio Astudillo
Aantal pagina's: 1 - Detection of the aortic annular plane and coronary ostia from MDCT using deep learning techniques.(2018)
Auteurs: Patricio Astudillo, Francesco Iannaccone, Peter de Jaegere, Johan Bosmans, Ole De Backer, Matthieu De Beule, Peter Mortier, Joni Dambre
Aantal pagina's: 1 - Classification of aortic valve morphology using a three-dimensional convolutional neural network
Auteurs: Cameron Dowling, Patricio Astudillo, Stephen Brecker, Matthieu De Beule, Peter Mortier, Joni Dambre
Aantal pagina's: 1 - Towards safe and efficient pre-operative planning of transcatheter mitral valve interventions
Auteurs: Patricio Astudillo, Matthieu De Beule, Joni Dambre, Peter Mortier
Pagina's: 139 - 147 - Towards automated TAVI device size selection using artificial intelligence
Auteurs: Patricio Astudillo, Peter Mortier, Matthieu De Beule, Johan Bosmans, Ole De Backer, Peter de Jaegere, Joni Dambre
Aantal pagina's: 1