ArticleJournal of the Royal Society, Interface2022
Neural operator learning of heterogeneous mechanobiological insults contributing to aortic aneurysms.
Article in Journal of the Royal Society, Interface, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
10 citing papers in PubMed, 30 citations in OpenAlex.
- Physics-Informed Neural Operators for Parameter Inference in Multi-vessel Cardiovascular Networks.Annals of biomedical engineering · 2026Article
- Mechanisms driving thoracic aortic aneurysm instability.Biomechanics and modeling in mechanobiology · 2026Article
- Physics-Informed Machine Learning in Biomedical Science and Engineering.Annual review of biomedical engineering · 2026Review
- Mechanisms Driving Thoracic Aortic Aneurysm Stability.bioRxiv : the preprint server for biology · 2025Article
- Article
- Importance of localized dilatation and distensibility in identifying determinants of thoracic aortic aneurysm with neural operators.PLoS computational biology · 2025Article
- FSGe: A fast and strongly-coupled 3D fluid-solid-growth interaction method.Computer methods in applied mechanics and engineering · 2024Article
- Learning nonlinear operators in latent spaces for real-time predictions of complex dynamics in physical systems.Nature communications · 2024Article
- Sound propagation in realistic interactive 3D scenes with parameterized sources using deep neural operators.Proceedings of the National Academy of Sciences of the United States of America · 2024Article
- Neural operator learning of heterogeneous mechanobiological insults contributing to aortic aneurysms.Journal of the Royal Society, Interface · 2022Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors at 3 institutions in 2 countries.
Funding
Abstract
Thoracic aortic aneurysm (TAA) is a localized dilatation of the aorta that can lead to life-threatening dissection or rupture.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.