Research graph
References from Interpretable machine learning–based prediction of 90-day mortality after endovascular treatment in acute large vessel occlusion stroke. Local targets link to admitted publications; unresolved targets remain external evidence.
Ischaemic stroke
10.1038/s41572-019-0118-8 · 2019 · External reference
2026 guideline for the early management of patients with acute ischemic stroke: a guideline from the American heart association/American stroke association
10.1161/str.0000000000000513 · 2026 · External reference
Endovascular thrombectomy for acute stroke: evolving eligibility criteria and adjunct therapies
10.1016/s1474-4422(25)00356-4 · 2026 · External reference
First pass effect
10.1161/strokeaha.117.020315 · 2018 · External reference
Systemic comorbidities as modifiers of outcome after endovascular thrombectomy for acute ischemic stroke
10.1007/s11910-025-01427-5 · 2025 · External reference
Endovascular thrombectomy after large-vessel ischaemic stroke: a meta-analysis of individual patient data from five randomised trials
10.1016/s0140-6736(16)00163-x · 2016 · External reference
Multiple-factor analyses of futile recanalization in acute ischemic stroke patients treated with mechanical thrombectomy
10.3389/fneur.2021.704088 · 2021 · External reference
Endovascular therapy for acute vertebrobasilar occlusion (VERITAS): a systematic review and individual patient data meta-analysis
10.1016/s0140-6736(24)01820-8 · 2025 · External reference
Multimodal predictive modeling of endovascular treatment outcome for acute ischemic stroke using machine-learning
10.1161/strokeaha.120.030287 · 2020 · External reference
Optimal thresholds to predict long-term outcome after complete endovascular recanalization in acute anterior ischemic stroke
10.1136/neurintsurg-2020-016997 · 2021 · External reference
Stroke prognostication using age and NIH stroke scale
10.1212/wnl.0b013e31827b1ace · 2013 · External reference
Pittsburgh response to endovascular therapy (PRE) score: optimizing patient selection for endovascular therapy for large vessel occlusion strokes
10.1136/neurintsurg-2014-011351 · 2015 · External reference
Optimizing prediction scores for poor outcome after intra-arterial therapy in anterior circulation acute ischemic stroke
10.1161/strokeaha.113.001050 · 2013 · External reference
The TRIPOD-LLM reporting guideline for studies using large language models
10.1038/s41591-024-03425-5 · 2025 · External reference
Development and validation of a machine learning-based prognostic risk stratification model for acute ischemic stroke
10.1038/s41598-023-40411-2 · 2023 · External reference
Machine learning for predicting functional outcomes in acute ischemic stroke: insights from a nationwide stroke registry
10.1038/s41598-026-37159-w · 2026 · External reference
From local explanations to global understanding with explainable AI for trees
10.1038/s42256-019-0138-9 · 2020 · External reference
TRIPOD+AI statement: updated guidance for reporting clinical prediction models that use regression or machine learning methods
10.1136/bmj-2023-078378 · 2024 · External reference
Predicting clinical outcomes of large vessel occlusion before mechanical thrombectomy using machine learning
10.1161/strokeaha.119.025411 · 2019 · External reference
Combining machine learning with radiomics features in predicting outcomes after mechanical thrombectomy in patients with acute ischemic stroke
10.1016/j.cmpb.2022.107093 · 2022 · External reference
Prediction of tissue and clinical thrombectomy outcome in acute ischaemic stroke using deep learning
10.1093/brain/awaf013 · 2025 · External reference
Diagnosis of stroke-associated pneumonia
10.1161/strokeaha.115.009617 · 2015 · External reference
Risk factors for and outcomes of poststroke pneumonia in patients with acute ischemic stroke treated with mechanical thrombectomy
10.3389/fneur.2023.1023475 · 2023 · External reference
Central nervous system injury-induced immune deficiency syndrome
10.1038/nrn1765 · 2005 · External reference
Research progress in stroke-induced immunodepression syndrome (SIDS) and stroke-associated pneumonia (SAP)
10.1016/j.neuint.2018.01.002 · 2018 · External reference
Characteristics of mortality after endovascular thrombectomy in patients with acute ischemic stroke
10.2147/cia.s496733 · 2024 · External reference
Emergency admission plasma d-dimer and prothrombin activity: novel predictors for clinical outcomes after thrombectomy in acute ischemic stroke with large artery occlusion
10.1111/cns.70267 · 2025 · External reference
Detrimental effect of acute hyperglycemia on the outcomes of large ischemic region stroke
10.1161/jaha.124.034556 · 2024 · External reference
systematic review shows no performance benefit of machine learning over logistic regression for clinical prediction models
10.1016/j.jclinepi.2019.02.004 · 2019 · External reference
