T
Timothy R. Smith
Researcher at Brigham and Women's Hospital
Publications - 329
Citations - 6004
Timothy R. Smith is an academic researcher from Brigham and Women's Hospital. The author has contributed to research in topics: Medicine & Internal medicine. The author has an hindex of 34, co-authored 257 publications receiving 3758 citations. Previous affiliations of Timothy R. Smith include MCPHS University & Northwestern University.
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Journal ArticleDOI
Machine Learning and Neurosurgical Outcome Prediction: A Systematic Review
Joeky T. Senders,Patrick Staples,Aditya V. Karhade,Mark M. Zaki,William B. Gormley,Marike L. D. Broekman,Timothy R. Smith,Omar Arnaout +7 more
TL;DR: Based on the specific prediction task evaluated and the type of input features included, ML models predicted outcomes after neurosurgery with a median accuracy and area under the receiver operating curve of 94.5% and 0.83, respectively.
Journal ArticleDOI
Malpractice Liability and Defensive Medicine: A National Survey of Neurosurgeons
TL;DR: Concerns and perceptions about medical liability lead practitioners to practice defensive medicine, and diagnostic testing, consultations and imaging studies are ordered to satisfy a perceived legal risk, resulting in higher healthcare expenditures.
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Natural and Artificial Intelligence in Neurosurgery: A Systematic Review.
Joeky T. Senders,Joeky T. Senders,Omar Arnaout,Omar Arnaout,Aditya V. Karhade,Hormuzdiyar H. Dasenbrock,William B. Gormley,Marike L. D. Broekman,Marike L. D. Broekman,Timothy R. Smith +9 more
TL;DR: It is concluded that ML models have the potential to augment the decision‐making capacity of clinicians in neurosurgical applications; however, significant hurdles remain associated with creating, validating, and deploying ML models in the clinical setting.
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Neurological toxicities associated with chimeric antigen receptor T-cell therapy.
Daniel B. Rubin,Daniel B. Rubin,Husain H Danish,Husain H Danish,Ali Basil Ali,Karen Li,Sarah LaRose,Andrew D. Monk,David J. Cote,Lauren Spendley,Angela H Kim,Matthew Robertson,Matthew Torre,Timothy R. Smith,Saef Izzy,Caron A. Jacobson,Jong Woo Lee,Henrikas Vaitkevicius +17 more
TL;DR: Focal neurological deficits are frequently observed after chimeric antigen receptor T-cell therapy and are associated with regional EEG abnormalities, FDG-PET hypometabolism, and elevated velocities on transcranial Doppler ultrasound.
Journal ArticleDOI
Length of hospital stay after craniotomy for tumor: a National Surgical Quality Improvement Program analysis.
Hormuzdiyar H. Dasenbrock,Kevin X. Liu,Christopher A. Devine,Vamsidhar Chavakula,Timothy R. Smith,William B. Gormley,Ian F. Dunn +6 more
TL;DR: In this NSQIP analysis that evaluated patients who underwent craniotomy for tumor, much of the variance in hospital stay was attributable to baseline patient characteristics, suggesting length of stay may be an imperfect proxy for quality.