Review and update of the concept of embolic stroke of undetermined source

HC Diener, JD Easton, RG Hart, S Kasner… - Nature Reviews …, 2022 - nature.com
Ischaemic strokes have traditionally been classified according to the TOAST criteria, in
which strokes with unclear aetiology are classified as cryptogenic strokes. However, the …

Towards a new classification of atrial fibrillation detected after a stroke or a transient ischaemic attack

LA Sposato, TS Field, RB Schnabel, R Wachter… - The Lancet …, 2024 - thelancet.com
Summary Globally, up to 1· 5 million individuals with ischaemic stroke or transient ischaemic
attack can be newly diagnosed with atrial fibrillation per year. In the past decade, evidence …

Heterogeneity of treatment effect: estimating how the effects of interventions vary across individuals

DC Angus, CCH Chang - Jama, 2021 - jamanetwork.com
For example, a treatment that reduces mortality from severe COVID-19 saves some patients
who would otherwise have died, but others may die despite treatment, others may survive …

[HTML][HTML] An explainable machine learning-based phenomapping strategy for adaptive predictive enrichment in randomized clinical trials

EK Oikonomou, PM Thangaraj, DL Bhatt, JS Ross… - NPJ digital …, 2023 - nature.com
Randomized clinical trials (RCT) represent the cornerstone of evidence-based medicine but
are resource-intensive. We propose and evaluate a machine learning (ML) strategy of …

Patent foramen ovale management for secondary stroke prevention: state-of-the-art appraisal of current evidence

LA Sposato, CSW Albin, MSV Elkind, H Kamel… - Stroke, 2024 - Am Heart Assoc
Patent foramen ovale (PFO) is frequently identified in young patients with ischemic stroke.
Randomized controlled trials provide robust evidence supporting PFO closure in selected …

Perioperative stroke

JP Fanning, BCV Campbell, R Bulbulia… - Nature Reviews …, 2024 - nature.com
Ischaemic or haemorrhagic perioperative stroke (that is, stroke occurring during or within 30
days following surgery) can be a devastating complication following surgery. Incidence is …

Association of atrial septal aneurysm and shunt size with stroke recurrence and benefit from patent foramen ovale closure

JL Mas, JL Saver, SE Kasner, J Nelson… - JAMA …, 2022 - jamanetwork.com
Importance The Patent Foramen Ovale (PFO)–Associated Stroke Causal Likelihood
classification system combines information regarding noncardiac patient features (vascular …

Transcatheter closure of patent foramen ovale in older patients with cryptogenic thromboembolic events

A Alperi, P Guedeney, E Horlick… - Circulation …, 2022 - Am Heart Assoc
Background: The main randomized trials evaluating patent foramen ovale (PFO) closure
after a presumed PFO-associated stroke excluded patients older than 60 years. We aimed to …

[HTML][HTML] Analyzing and predicting the risk of death in stroke patients using machine learning

E Zhu, Z Chen, P Ai, J Wang, M Zhu, Z Xu, J Liu… - Frontiers in …, 2023 - frontiersin.org
Background Stroke is an acute disorder and dysfunction of the focal neurological system that
has long been recognized as one of the leading causes of death and severe disability in …

[HTML][HTML] Integrating oculomics with genomics reveals imaging biomarkers for preventive and personalized prediction of arterial aneurysms

Y Huang, C Li, D Shi, H Wang, X Shang, W Wang… - EPMA Journal, 2023 - Springer
Objective Arterial aneurysms are life-threatening but usually asymptomatic before requiring
hospitalization. Oculomics of retinal vascular features (RVFs) extracted from retinal fundus …