Publications


Working manuscripts

Artificial Intelligence-Based ECG Diagnosis of Myocardial Infarction in High-Risk Emergency Department Patients
Stefan Gustafsson$^\ast$, Daniel Gedon$^\ast$, Erik Lampa, Antônio H. Ribeiro, Martin J. Holzmann, Thomas B. Schön, Johan Sundström
Preprint, 2021
Preprint


Peer-reviewed publications

ResNet-based ECG Diagnosis of Myocardial Infarction in the Emergency Department
Daniel Gedon$^\ast$, Stefan Gustafsson$^\ast$, Erik Lampa, Antônio H. Ribeiro, Martin J. Holzmann, Thomas B. Schön, Johan Sundström
Machine learning from ground truth: New medical imaging datasets for unsolved medical problems Workshop at NeurIPS, 2021 (Online), Spotlight talk
Paper Slides

First Steps Towards Self-Supervised Pretraining of the 12-Lead ECG
Daniel Gedon, Antônio H. Ribeiro, Niklas Wahlström, Thomas B. Schön
Computing in Cardiology (CinC), 2021 (Online)
CinC doi IEEE Slides Video (10 min)

Deep State Space Models for Nonlinear System Identification
Daniel Gedon, Niklas Wahlström, Thomas B. Schön, Lennart Ljung
19th IFAC Symposium on System Identification (SYSID), 2021 (Online)
doi arXiv Code Slides

Automatic 12-lead ECG classification using a convolutional network ensemble
Antônio H. Ribeiro, Daniel Gedon, Daniel Martins Teixeira, Manoel H. Ribeiro, Antonio L. Pinho Ribeiro, Thomas B. Schön, Wagner Meira Jr.
Computing in Cardiology (CinC), 2020 (Online)
doi IEEE Code Slides

Tensor Network Kalman Filter for LTI Systems
Daniel Gedon, Pieter Piscaer, Kim Batselier, Carlas Smith, Michel Verhaegen
27th European Signal Processing Conference (EUSIPCO), 2019
doi IEEE Code Slides

Tensor Network Kalman Filter for Large-Scale MIMO Systems: With Application to Adaptive Optics
Daniel Gedon
Master Thesis, 2019
Thesis Slides

PointingSat—high precision pointing error analysis with ESA PEET v1.0
Thomas Ott, Marc Hirth, Massimo Casasco, Simon Görries, Daniel Gedon, Alison Ponche
ESA GNC, 2017
Paper


Authors with equal contributions are marked with Author$^\ast$.