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David Stonko, MD MS
David Stonko, MD MS
Johns Hopkins Medical Institute; Mayo Clinic
Verified email at jhmi.edu
Title
Cited by
Cited by
Year
Machine-learning analysis outperforms conventional statistical models and CT classification systems in predicting 6-month outcomes in pediatric patients sustaining traumatic …
AT Hale, DP Stonko, A Brown, J Lim, DJ Voce, SR Gannon, TM Le, ...
Neurosurgical focus 45 (5), E2, 2018
972018
Machine learning analyses can differentiate meningioma grade by features on magnetic resonance imaging
AT Hale, DP Stonko, L Wang, MK Strother, LB Chambless
Neurosurgical focus 45 (5), E4, 2018
602018
Using an artificial neural network to predict traumatic brain injury
AT Hale, DP Stonko, J Lim, OD Guillamondegui, CN Shannon, MB Patel
Journal of Neurosurgery: Pediatrics 23 (2), 219-226, 2018
522018
Identifying temporal patterns in trauma admissions: Informing resource allocation
DP Stonko, BM Dennis, RA Callcut, RD Betzold, MC Smith, AJ Medvecz, ...
PLoS One 13 (12), e0207766, 2018
402018
Effect of obesity on cost per quality-adjusted life years gained following anterior cervical discectomy and fusion in elective degenerative pathology
S Chotai, JA Sielatycki, SL Parker, A Sivaganesan, HL Kay, DP Stonko, ...
The Spine Journal 16 (11), 1342-1350, 2016
372016
Prediction of prolonged ventilation after coronary artery bypass grafting: data from an artificial neural network
ES Wise, DP Stonko, ZA Glaser, KL Garcia, JJ Huang, JS Kim, JA Kallos, ...
The heart surgery forum 20 (1), E007-E014, 2017
362017
A mathematical model of collective cell migration in a three-dimensional, heterogeneous environment
DP Stonko, L Manning, M Starz-Gaiano, BE Peercy
PLoS one 10 (4), e0122799, 2015
352015
Is obesity associated with worse patient-reported outcomes following lumbar surgery for degenerative conditions?
JA Sielatycki, S Chotai, D Stonko, J Wick, H Kay, MJ McGirt, CJ Devin
European Spine Journal 25 (5), 1627-1633, 2016
332016
Surgical resection of intradural extramedullary spinal tumors: patient reported outcomes and minimum clinically important difference
SL Zuckerman, S Chotai, CJ Devin, SL Parker, DP Stonko, JB Wick, ...
Spine 41 (24), 1925-1932, 2016
322016
Does obesity correlate with worse patient-reported outcomes following elective anterior cervical discectomy and fusion?
JA Sielatycki, S Chotai, H Kay, D Stonko, M McGirt, CJ Devin
Neurosurgery 79 (1), 69-74, 2016
292016
Artificial Intelligence Can Predict Daily Trauma Volume and Average Acuity
DP Stonko, BM Dennis, RD Betzold, AB Peetz, OL Gunter, ...
The Journal of Trauma and Acute Care Surgery, 2018
252018
Hypoxia-inducible factor-1α restricts the anabolic actions of parathyroid hormone
JL Frey, DP Stonko, MC Faugere, RC Riddle
Bone research 2 (1), 1-10, 2014
252014
Artificial intelligence in trauma systems
DP Stonko, OD Guillamondegui, PE Fischer, BM Dennis
Surgery 169 (6), 1295-1299, 2021
232021
Patient-reported outcomes and costs associated with revision surgery for degenerative cervical spine diseases
EJ Kim, S Chotai, JB Wick, DP Stonko, A Sivaganesan, CJ Devin
Spine 43 (7), E423-E429, 2018
222018
Mathematical modeling reveals modulation of both nuclear influx and efflux of Foxo1 by the IGF-I/PI3K/Akt pathway in skeletal muscle fibers
RJ Wimmer, Y Liu, TN Schachter, DP Stonko, BE Peercy, MF Schneider
American Journal of Physiology-Cell Physiology 306 (6), C570-C584, 2014
222014
Preoperative and surgical factors associated with postoperative intensive care unit admission following operative treatment for degenerative lumbar spine disease
HF Kay, S Chotai, JB Wick, DP Stonko, MJ McGirt, CJ Devin
European Spine Journal 25, 843-849, 2016
212016
A technical and data analytic approach to pressure-volume loops over numerous cardiac cycles
DP Stonko, J Edwards, H Abdou, NN Elansary, E Lang, SG Savidge, ...
JVS-Vascular Science 3, 73-84, 2022
202022
Artificial neural networks can predict trauma volume and acuity regardless of center size and geography: a multicenter study
BM Dennis, DP Stonko, RA Callcut, RA Sidwell, NA Stassen, MJ Cohen, ...
Journal of Trauma and Acute Care Surgery 87 (1), 181-187, 2019
202019
A preoperative educational time-out is associated with improved resident goal setting and strengthens educational experiences
HA Lillemoe, DP Stonko, BC George, MC Schuller, JP Fryer, ME Sullivan, ...
Journal of Surgical Education 77 (1), 18-26, 2020
192020
Patient-reported outcomes after lumbar epidural steroid injection for degenerative spine disease in depressed versus non-depressed patients
EJ Kim, S Chotai, DP Stonko, JB Wick, BJ Schneider, MJ McGirt, CJ Devin
The Spine Journal 17 (4), 511-517, 2017
192017
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Articles 1–20