Back
Geometrically-derived action potential markers for model development: a principled approach?
Clerx, M.; Mirams, G. R.
2024-09-07
cell biology
10.1101/2024.09.06.611658
bioRxiv
Show abstract
We explore whether action potential biomarkers can be rederived as functions of a linearisation of the action potential.
Matching journals
●Non-profit
◐University press
○Commercial
The top 5 journals account for 50% of the predicted probability mass.
1
PLOS Computational Biology
●
1863 papers in training set
Top 2%
15.5%
Similar papers in this journal
- Integrated multi-modal data analysis for computational modeling of healthy and location-dependent myocardial infarction conditions in porcine hearts 94%
- Systematic computational assessment of atrial function impairment due to fibrotic remodeling in electromechanical properties 93%
- BlueRecording: A Pipeline for the efficient calculation of extracellular recordings in large-scale neural circuit models 93%
2
PLOS ONE
●
5266 papers in training set
Top 15%
12.2%
Similar papers in this journal
- Ventricular anatomical complexity and gender differences impact predictions from computational models 95%
- Identifying locations susceptible to micro-anatomical reentry using a spatial network representation of atrial fibre maps 94%
- Numerical methods for the detection of phase defect structures in excitable media 94%
3
Frontiers in Physiology
○
106 papers in training set
Top 0.1%
11.3%
Similar papers in this journal
- A Reproducible Protocol to Assess Arrhythmia Vulnerability in Silico: Pacing at the End of the Effective Refractory Period 95%
- Predictive modeling of secondary pulmonary hypertension in left ventricular diastolic dysfunction 94%
- Electrophysiological characterization of human atria: the understated role of temperature 94%
4
Computer Methods and Programs in Biomedicine
○
28 papers in training set
Top 0.1%
6.4%
Similar papers in this journal
- BRAVEHEART: Open-source software for automated electrocardiographic and vectorcardiographic analysis 96%
- An algorithm to detect dicrotic notch in arterial blood pressure and photoplethysmography waveforms using the iterative envelope mean method 96%
- Digitizing ECG image: new fully automated method and open-source software code 96%
50% of probability mass above
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.