ArticleFrontiers in cardiovascular medicine2021
Machine Learning Models for Predicting In-Hospital Mortality in Acute Aortic Dissection Patients.
Article in Frontiers in cardiovascular medicine, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 23 papers, 1 of them a synthesis that pooled it.
What it found
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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
23 citing papers in PubMed, 1 synthesis or guideline pooled it, 35 citations in OpenAlex.
- The Role of the Cardiothoracic Surgeon in the Age of AI-Are the Robots Going to Take Our Jobs?Medical sciences (Basel, Switzerland) · 2026Pooled it
- Laboratory signatures differentiate the tolerance to hypothermic circulatory arrest in acute type A aortic dissection surgery.Interactive cardiovascular and thoracic surgery · 2022Trial
- An LLM-enhanced AI agent for rapid diagnosis of acute aortic dissection in multi-center settings.iScience · 2026Article
- Development and internal validation of a computed tomography angiography‑based prediction model for acute rupture in type A aortic dissection.Journal of thoracic disease · 2026Article
- Machine learning approaches for risk prediction in aortic dissection: a systematic review and meta-analysis.Frontiers in cardiovascular medicine · 2026Review
- Development and validation of machine learning-based in-hospital mortality predictive models for acute aortic syndrome in emergency departments.World journal of emergency medicine · 2026Article
- Time-Series modeling for predicting mortality risk in intensive care unit patients with pulmonary inflammation.Frontiers in medicine · 2026Article
- Applications of Artificial Intelligence as a Prognostic Tool in the Management of Acute Aortic Syndrome and Aneurysm: A Comprehensive Review.Journal of clinical medicine · 2025Review
- Differential effects of demographics and risk factors on the nonlinear orthotropic mechanical properties of human femoropopliteal arteries.Biomechanics and modeling in mechanobiology · 2025Article
- A Deep Learning Model for Identifying the Risk of Mesenteric Malperfusion in Acute Aortic Dissection Using Initial Diagnostic Data: Algorithm Development and Validation.Journal of medical Internet research · 2025Article
- Application of Machine Learning in the Prediction of the Acute Aortic Dissection Risk Complicated by Mesenteric Malperfusion Based on Initial Laboratory Results.Reviews in cardiovascular medicine · 2025Article
- Estrogen Inhibits the Phenotypic Switching of Vascular Smooth Muscle Cells through ER-α/CREB in Aortic Dissection.ACS omega · 2025Article
- Interpretable prognostic modeling for long-term survival of Type A aortic dissection patients using support vector machine algorithm.European journal of medical research · 2025Article
- Artificial Intelligence in Cardiac Surgery: Transforming Outcomes and Shaping the Future.Clinics and practice · 2025Review
- Machine learning-based analysis of factors influencing surgical duration in type A aortic dissection.Frontiers in public health · 2025Article
- Streamlining Acute Abdominal Aortic Dissection Management-An AI-based CT Imaging Workflow.Journal of imaging informatics in medicine · 2024Article
- Establishing and Validating a Morphological Prediction Model Based on CTA to Evaluate the Incidence of Type-B Dissection.Diagnostics (Basel, Switzerland) · 2023Article
- Emerging role of radiogenomics in genetically triggered thoracic aortic aneurysm and dissection: a narrative review.Annals of translational medicine · 2023Review
- Machine learning-based prediction of in-ICU mortality in pneumonia patients.Scientific reports · 2023Article
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Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
10 authors at 3 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
PubMed holds no abstract for this paper.
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.