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Mikael Wallman

Observed names: M Wallman, M. Wallman, Wallman, Mikael, mikael wallman
ORCID: 0000-0002-2519-736X
Observed ORCID: 0000-0002-2519-736X
OpenAlex ID: A5075530576
Cross-validation and bootstrapping are unreliable in small sample classification
2008 · A. Isaksson, M. Wallman, et al. · Pattern Recognition Letters · 192
A Comparative Study of Graph-Based, Eikonal, and Monodomain Simulations for the Estimation of Cardiac Activation Times
2012 · Mikael Wallman, Nicolas P. Smith, et al. · IEEE Transactions on Biomedical Engineering · 52
Human-based approaches to pharmacology and cardiology: an interdisciplinary and intersectorial workshop
2015 · Blanca Rodriguez, Annamaria Carusi, et al. · EP Europace · 49
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Computational methods to reduce uncertainty in the estimation of cardiac conduction properties from electroanatomical recordings
2013 · Mikael Wallman, Nicolas P. Smith, et al. · Medical Image Analysis · 43
Investigating a Novel Activation-Repolarisation Time Metric to Predict Localised Vulnerability to Reentry Using Computational Modelling
2016 · Yolanda R. Hill, Nick Child, et al. · PLoS ONE · 21
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Characterisation of human AV-nodal properties using a network model
2017 · Mikael Wallman, Frida Sandberg · Medical & Biological Engineering & Computing · 15
An atrioventricular node model incorporating autonomic tone
2022 · Felix Plappert, Mikael Wallman, et al. · Frontiers in Physiology · 11
Modeling the Effect of Kv1.5 Block on the Canine Action Potential
2010 · Joachim Almquist, Mikael Wallman, et al. · Biophysical Journal · 11
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Identification of metabotypes in complex biological data using tensor decomposition
2022 · Viktor Skantze, Mikael Wallman, et al. · Chemometrics and Intelligent Laboratory Systems · 10
Non-invasive Characterization of Human AV-Nodal Conduction Delay and Refractory Period During Atrial Fibrillation
2021 · Mattias Karlsson, Frida Sandberg, et al. · Frontiers in Physiology · 9
An integrative pharmacokinetic-cardiovascular physiology modelling approach based on in vivo dog studies including five reference compounds
2022 · Mikael Wallman, Jens Markus Borghardt, et al. · Journal of Pharmacological and Toxicological Methods · 8
Shock-induced arrhythmogenesis in the human heart: A computational modelling study
2010 · M O Bernabeu, M Wallman, et al. · Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) · 8
External cross‐validation for unbiased evaluation of protein family detectors: Application to allergens
2005 · Daniel Soeria‐Atmadja, Mikael Wallman, et al. · Proteins Structure Function and Bioinformatics · 8
ECG based assessment of circadian variation in AV-nodal conduction during AF—Influence of rate control drugs
2022 · Mattias Karlsson, Mikael Wallman, et al. · Frontiers in Physiology · 7
Data-driven analysis and prediction of dynamic postprandial metabolic response to multiple dietary challenges using dynamic mode decomposition
2024 · Viktor Skantze, Mats Jirstrand, et al. · Frontiers in Nutrition · 6
Differential Responders to a Mixed Meal Tolerance Test Associated with Type 2 Diabetes Risk Factors and Gut Microbiota—Data from the MEDGI-Carb Randomized Controlled Trial
2023 · Viktor Skantze, Therese Hjorth, et al. · Nutrients · 6
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Estimation of Activation Times in Cardiac Tissue Using Graph Based Methods
2011 · Mikael Wallman, Nic Smith, et al. · Lecture notes in computer science · 6
Association of the glucose patterns after a single nonstandardized meal with the habitual diet composition and features of the daily glucose profile in individuals without diabetes
2024 · Annalisa Giosuè, Viktor Skantze, et al. · American Journal of Clinical Nutrition · 5
ECG-based estimation of respiration-induced autonomic modulation of AV nodal conduction during atrial fibrillation
2024 · Felix Plappert, Gunnar Engström, et al. · Frontiers in Physiology · 5
An Integrative Approach for Improved Assessment of Cardiovascular Safety Data
2021 · Mikael Wallman, Stefan Scheuerer, et al. · Journal of Pharmacology and Experimental Therapeutics · 5
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Computational model of haemodynamics during atrial fibrillation
2025 · Felix Plappert, Pim J.A. Oomen, et al. · The Journal of Physiology · 4
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Identifying Metabotypes From Complex Biological Data Using PARAFAC
2021 · Viktor Skantze, Mikael Wallman, et al. · Current Developments in Nutrition · 4
A Computational Investigation into the Effect of Infarction on Clinical Human Electrophysiology Biomarkers
2014 · Cardone-Noott, Louie, Bueno-Orovio, Alfonso, et al. · White Rose Research Online (University of Leeds, The University of Sheffield, University of York) · 3
Computational probabilistic quantification of pro-arrhythmic risk from scar and left-to-right heterogeneity in the human ventricles
2013 · Mikael Wallman, Alfonso Bueno‐Orovio, et al. · Oxford University Research Archive (ORA) (University of Oxford) · 3
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Improving Bayesian credibility intervals for classifier error rates using maximum entropy empirical priors
2010 · Mats G. Gustafsson, Mikael Wallman, et al. · Artificial Intelligence in Medicine · 3
Works count: 45
Citation count: 499
H-index: 9
I10-index: 9
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