Research graph
References from An auditable multimodal agentic system for sequential decision-making across the acute stroke pathway. Local targets link to admitted publications; unresolved targets remain external evidence.
Global, Regional, and National Burden of Cardiovascular Diseases and Risk Factors in 204 Countries and Territories, 1990-2023
10.1016/j.jacc.2025.08.015 · 2025 · External reference
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10.1161/01.str.0000196957.55928.ab
10.1161/01.str.0000196957.55928.ab · External reference
10.1016/s0140-6736(14)60584-5
10.1016/s0140-6736(14)60584-5 · External reference
10.1056/nejmoa2402980
10.1056/nejmoa2402980 · External reference
10.1056/nejmoa1706442
10.1056/nejmoa1706442 · External reference
10.1001/jama.2025.12063
10.1001/jama.2025.12063 · External reference
10.1056/nejmoa1813046
10.1056/nejmoa1813046 · External reference
10.1001/jamanetworkopen.2023.16465
10.1001/jamanetworkopen.2023.16465 · External reference
Association of Off-Hour Admission With Treatment Delay and Unfavorable Outcomes in Patients With Stroke: A Systematic Review and Meta-Analysis
10.1161/jaha.125.043006 · 2026 · External reference
Time-Based Decision Making for Reperfusion in Acute Ischemic Stroke
10.3389/fneur.2021.728012 · 2021 · External reference
10.1177/2396987321989865
10.1177/2396987321989865 · External reference
Chinese Stroke Association guidelines for clinical management of cerebrovascular disorders: executive summary and 2019 update of clinical management of ischaemic cerebrovascular diseases
10.1136/svn-2020-000378 · 2020 · External reference
10.1161/strokeaha.119.026430
10.1161/strokeaha.119.026430 · External reference
Deep-learning based detection of vessel occlusions on CT-angiography in patients with suspected acute ischemic stroke
10.1038/s41467-023-40564-8 · 2023 · External reference
A Deep Learning-Based Automatic Collateral Assessment in Patients with Acute Ischemic Stroke
10.1007/s12975-022-01036-1 · 2023 · External reference
PerfU-Net: Baseline infarct estimation from CT perfusion source data for acute ischemic stroke
10.1016/j.media.2023.102749 · 2023 · External reference
Benchmarking large language model-based agent systems for clinical decision tasks
10.1038/s41746-026-02443-6 · 2026 · External reference
AI agent in healthcare: applications, evaluations, and future directions
10.1038/s44387-026-00076-4 · 2026 · External reference
Development and validation of an autonomous artificial intelligence agent for clinical decision-making in oncology
10.1038/s43018-025-00991-6 · 2025 · External reference
An agentic system for rare disease diagnosis with traceable reasoning
10.1038/s41586-025-10097-9 · 2026 · External reference
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Towards autonomous medical artificial intelligence agents
2026 · External reference
10.1038/s41746-026-03066-7
10.1038/s41746-026-03066-7 · External reference
10.1017/cjn.2022.344
10.1017/cjn.2022.344 · External reference
AgentClinic: a multimodal benchmark for tool-using clinical AI agents
10.1038/s41746-026-02674-7 · 2026 · External reference
Holistic evaluation of large language models for medical tasks with MedHELM
10.1038/s41591-025-04151-2 · 2026 · External reference
10.1038/s41591-022-01772-9
10.1038/s41591-022-01772-9 · External reference
10.1136/bmj-2024-081554
10.1136/bmj-2024-081554 · External reference
10.1161/str.0000000000000478
10.1161/str.0000000000000478 · External reference
Creating Virtual Stroke Networks: Current and Future Role of Artificial Intelligence, Mobile Imaging Applications, and Telehealth in Triage and Treatment of Acute Ischemic Stroke: A Scientific Statement From the American Heart Association: The American Academy of Neurology affirms the value of this statement as an educational tool for neurologists
2026 · External reference
10.1109/isbi53787.2023.10230843
10.1109/isbi53787.2023.10230843 · External reference
10.1007/978-3-030-87234-2_41
10.1007/978-3-030-87234-2_41 · External reference
Deep learning algorithms for detection of critical findings in head CT scans: a retrospective study
10.1016/s0140-6736(18)31645-3 · 2018 · External reference
10.1016/j.neuroimage.2012.03.020
10.1016/j.neuroimage.2012.03.020 · External reference
An automated ASPECTS method with atlas-based segmentation
10.1016/j.cmpb.2021.106376 · 2021 · External reference
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10.1007/978-3-032-38085-2_43
10.1007/978-3-032-38085-2_43 · External reference
Digital 3D Brain MRI Arterial Territories Atlas
10.1038/s41597-022-01923-0 · 2023 · External reference
Automatic diagnosis of the 12-lead ECG using a deep neural network
10.1038/s41467-020-15432-4 · 2020 · External reference
10.1161/strokeaha.113.003071
10.1161/strokeaha.113.003071 · External reference
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