Neuroscientist, Innovator and Entrepreneur
MD, PhD, FRCP / Clinical Research Assistant Professor of Neurology
Moving beyond one-size-fits-all in acute ischemic stroke, with causal inference, clinical trials, and artificial intelligence.
About
I integrate causal inference, machine learning, and clinical-trial design to move beyond one-size-fits-all treatment toward individualized therapeutic strategies in acute ischemic stroke.
As Founding Co-Director of NeuroPrecision Lab, CEO of the Pitt-licensed startup HORUS NeuroTechnologies, and Primary Manager of the DUSK Trial, I bridge computational innovation with direct patient care, from counterfactual treatment models in Annals of Neurology to an AI triage platform spanning a 60-spoke hospital network.
Key Appointments
Research & Innovation
Causal ML and counterfactual (CATE) estimation for individualized EVT decisions in distal, medium-vessel, and posterior-circulation stroke.
PMID 41603297AI triage across a 60-spoke network improving workflow and transfer efficiency; the LUCID clinical decision-support platform.
Pitt InventionPrimary Manager & Co-Investigator of the multicenter DUSK Trial for DMVO thrombectomy; roles in BOLT and tenecteplase time-window studies.
DUSK TrialCEO of HORUS NeuroTechnologies (Pitt-licensed); provisional patents for an intracranial stent and an AI-powered stroke decision-support platform.
Landmark meta-analyses in The Lancet (VERITAS), Annals of Neurology (ATLAS-ER), and Neurology.
Global Burden of Disease collaborator: stroke and neurological burden in Lancet Neurology, JAMA Neurology, and Lancet Global Health.
Selected Publications
Between-Study Heterogeneity in Extended-Window IV Thrombolysis for Acute Ischemic Stroke: Meta-Analysis of 18 RCTs
Neurology. 2026;107(3):e218331
Impact of an AI-Driven Triage System on Workflow and Transfer Efficiency: 4,548 Admissions Across Four Hubs and Sixty Spokes
J Neurol Neurosurg Psychiatry. 2026;97(7):620-629
Individualized Treatment in DMVO Stroke Using a Validated Explainable Counterfactual Treatment-Estimation Model
Annals of Neurology. 2026;99(5):1198-1209
ATLAS-ER: Adjunctive Thrombolytics After Successful Endovascular Reperfusion, a Meta-Analysis of RCTs
Annals of Neurology. 2025;98(6):1299-1314
Direct Endovascular vs Bridging Therapy in M2-Segment Occlusion: MR CLEAN Registry (IPTW)
Stroke. 2025;56(10):2866-2878
Meta-Analysis of RCTs on IV Thrombolysis in Minor Acute Ischemic Stroke
Neurology. 2025;105(3):e213863
Connect
Open to collaborations in precision stroke medicine, AI in clinical trials, and neurovascular innovation.