Mikael Wallman

Publication Activity (10 Years)

Years Active: 2008-2023
Publications (10 Years): 9

Top Topics

Atrial Fibrillation

Convolutional Neural Network

Heart Rate Variability

Top Venues

Medical Image Anal.

Medical Biol. Eng. Comput.

Publications

Mattias Karlsson, Mikael Wallman, Pyotr G. Platonov, Sara R. Ulimoen, Frida Sandberg
ECG-based Assessment and Therapeutic Implications of AV Nodal Conduction Dynamics During Atrial Fibrillation. CinC (2023)
Felix Plappert, Mikael Wallman, Pyotr G. Platonov, Frida Sandberg
Estimating Respiratory Modulation in Atrial Fibrillation Using a Convolutional Neural Network. CinC (2023)
Mattias Karlsson, Mikael Wallman, Pyotr G. Platonov, Sara R. Ulimoen, Frida Sandberg
Drug Dependent Circadian Variations in AV-nodal Properties During Atrial Fibrillation. CinC (2022)
Felix Plappert, Mikael Wallman, Pyotr G. Platonov, Sten Östenson, Frida Sandberg
Tilt-Induced Changes in RR Series Characteristics: An AV Node Simulation Study. CinC (2022)
Felix Plappert, Mikael Wallman, Pyotr G. Platonov, Frida Sandberg
Changes in RR Series Characteristics During Atrial Fibrillation: An AV Node Simulation Study. CinC (2021)
Mattias Karlsson, Mikael Wallman, Sara R. Ulimoen, Frida Sandberg
Non-Invasive Characterization of Atrio-Ventricular Properties During Atrial Fibrillation. CinC (2021)
Mikael Wallman, Frida Sandberg
Characterisation of human AV-nodal properties using a network model. Medical Biol. Eng. Comput. 56 (2) (2018)
Mikael Wallman, Frida Sandberg
A Spatially Extended Model of the Human Atrioventricular Node. CinC (2017)
Mikael Wallman, Frida Sandberg
Characterization of AV-nodal Properties during Atrial Fibrillation using a Multilevel Modelling Approach. CinC (2015)
Mikael Wallman, Nicolas Smith, Blanca Rodríguez
Computational methods to reduce uncertainty in the estimation of cardiac conduction properties from electroanatomical recordings. Medical Image Anal. 18 (1) (2014)
Louie Cardone-Noott, Alfonso Bueno-Orovio, Ana Mincholé, Kevin Burrage, Mikael Wallman, Nejib Zemzemi, Erica Dall' Armellina, Blanca Rodríguez
A Computational Investigation into the Effect of Infarction on Clinical Human Electrophysiology Biomarkers. CinC (2014)
Mikael Wallman, Alfonso Bueno-Orovio, Blanca Rodríguez
Computational Probabilistic Quantification of Pro-arrhythmic Risk from Scar and Left-to-Right Heterogeneity in the Human Ventricles. CinC (2013)
Mikael Wallman, Nicolas Smith, Blanca Rodríguez
A Comparative Study of Graph-Based, Eikonal, and Monodomain Simulations for the Estimation of Cardiac Activation Times. IEEE Trans. Biomed. Eng. 59 (6) (2012)
Mikael Wallman, Nic Smith, Blanca Rodríguez
Estimation of Activation Times in Cardiac Tissue Using Graph Based Methods. FIMH (2011)
Mats G. Gustafsson, Mikael Wallman, Ulrika Wickenberg-Bolin, Hanna Göransson, Mårten Fryknäs, Claes R. Andersson, Anders Isaksson
Improving Bayesian credibility intervals for classifier error rates using maximum entropy empirical priors. Artif. Intell. Medicine 49 (2) (2010)
Anders Isaksson, Mikael Wallman, Hanna Göransson, Mats G. Gustafsson
Cross-validation and bootstrapping are unreliable in small sample classification. Pattern Recognit. Lett. 29 (14) (2008)