David P. Stonko

Machine-learning analysis outperforms conventional statistical models and CT classification systems in predicting 6-month outcomes in pediatric patients sustaining traumatic brain injury

Andrew T. Hale, David P. Stonko, Amber Brown et al. · Neurosurgical FOCUS · 2018 · 105 citations · Full text

Medicine, Child Health, Pediatrics +13

Use of Transcarotid Artery Revascularization, Transfemoral Carotid Artery Stenting, and Carotid Endarterectomy in the US From 2015 to 2019

David P. Stonko, Earl Goldsborough, Pavel Kibrik et al. · JAMA Network Open · 2022 · 69 citations · Full text

Medicine, Neurosurgery, Surgery +17

Machine learning analyses can differentiate meningioma grade by features on magnetic resonance imaging

Andrew T. Hale, David P. Stonko, Li Wang et al. · Neurosurgical FOCUS · 2018 · 65 citations · Full text

Computing, Computer Science, Radiology +17

Identifying temporal patterns in trauma admissions: Informing resource allocation

David P. Stonko, Bradley M. Dennis, Rachael A. Callcut et al. · PLoS ONE · 2018 · 55 citations · Full text

Medicine, Emergency Medicine, Health Services Administration +16

Using an artificial neural network to predict traumatic brain injury

Andrew T. Hale, David P. Stonko, Jaims Lim et al. · Journal of Neurosurgery Pediatrics · 2018 · 44 citations · Full text

Computing, Computer Science, Radiology +16