ReviewDiagnostics (Basel, Switzerland)2026
Imaging-Driven Risk Stratification and Endovascular Decision Pathways in Acute Pulmonary Embolism.
Review in Diagnostics (Basel, Switzerland), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.
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
1 citing paper in PubMed.
- When the endothelium is on fire: bridging thromboinflammation and data-driven prognosis in pulmonary embolism.Research and practice in thrombosis and haemostasis · 2026Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
9 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Acute pulmonary embolism (PE) is increasingly managed as a dynamic risk continuum in which imaging findings guide therapeutic escalation rather than merely confirm diagnosis. The principal challenge still remains normotensive patients with intermediate-high-risk features, where early right ventricular (RV) dysfunction may precede overt hemodynamic collapse. New trends focus on a trajectory-based model by integrating clinical, laboratory, and standardized imaging parameters into severity categorization. This review critically examines how imaging-derived markers influence risk stratification, escalation timing, and endovascular decision pathways in contemporary PE management. A structured narrative review was conducted focusing on the literature published between January 2020 and January 2026. PubMed/MEDLINE, Scopus, and Web of Science were searched for studies addressing imaging-based risk assessment, catheter-based reperfusion strategies, randomized trials, prospective registries, and guideline documents. Contemporary data consistently demonstrate that catheter directed therapies (CDTs) lead to rapid improvement in RV imaging surrogates and hemodynamic parameters. However, short-term mortality differences are uncommon in predominantly normotensive cohorts. Clinically meaningful signals instead emerge in the reduction in early clinical deterioration, the need for rescue escalation, bleeding optimization, and healthcare resource utilization. Imaging, as standardized reporting of RV strain on computed tomography pulmonary angiography and echocardiography, should be further embedded into escalation algorithms. In modern PE care, imaging functions as a trigger for escalation within multidisciplinary pathways rather than as a passive prognostic marker. CDTs should be interpreted as tools for trajectory modulation in selected intermediate-risk patients rather than mortality-reduction strategies. Future research should integrate imaging phenotyping, dynamic reassessment models, and organizational variables to refine patient selection and optimize outcome-relevant endpoints.
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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.