Objective Classification of mTBI Using Machine Learning on a Combination of Frontopolar Electroencephalography Measurements and Self-reported Symptoms-Reference-Cited by-同舟云学术

Objective Classification of mTBI Using Machine Learning on a Combination of Frontopolar Electroencephalography Measurements and Self-reported Symptoms

Published:2019-04-18 Issue:1 Volume:5 Page:
ISSN:2199-1170
Container-title:Sports Medicine - Open
language:en
Short-container-title:Sports Med - Open

Author:

McNerney M. Windy^ORCID,Hobday Thomas,Cole Betsy,Ganong Rick,Winans Nina,Matthews Dennis,Hood Jim,Lane Stephen

Publisher

Springer Science and Business Media LLC

Subject

Physical Therapy, Sports Therapy and Rehabilitation,Orthopedics and Sports Medicine

Link

http://link.springer.com/content/pdf/10.1186/s40798-019-0187-y.pdf

Reference43 articles.

1. Daneshvar DH, Nowinski CJ, Cantu R. The epidemiology of sport-related concussion. Clin Sports Med. 2011;30:1–17.

2. Langlois JA, Rutland-Brown W, Wald MM. The epidemiology and impact of traumatic brain injury: a brief overview. J Head Trauma Rehabil. 2006;21(5):375–8.

3. Bell RS, Vo AH, Neal CJ, Tigno J, Roberts R, Mossop C, Dunne JR, Amonda RA. Military traumatic brain and spinal column injury: a 5-year study of the impact blast and other military grade weaponry on the central nervous system. J Trauma. 2009;66(4 Suppl):S104–11.

4. Terrio H, Brenner LA, Ivins BJ, Cho JM, Helmick K, Schwab K, Scally K, Brethauer R, Warden D. Traumatic brain injury screening: preliminary findings in a US Army Brigade Combat Team. J Head Trauma Rehabil. 2009;24:14–23.

5. Thurmdan D, Alverson C, Browne D, Dunn KA, Guerrero J, Johnson V, et al. Traumatic brain injury in the United States: a report to Congress. Atlanta: Centers for Disease Control and Prevention, National Center for Injury Prevention and Control; 1999.

Cited by 26 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. A Siamese Convolutional Neural Network for Identifying Mild Traumatic Brain Injury and Predicting Recovery;IEEE Transactions on Neural Systems and Rehabilitation Engineering;2024

2. Convolutional neural networks for traumatic brain injury classification and outcome prediction;Health Sciences Review;2023-12

3. WGCNA and Machine Learning for Screening Potential Biomarkers in traumatic brain injury;2023-08-31

4. Extracting the most discriminating functional connections in mild traumatic brain injury based on machine learning;Neuroscience Letters;2023-07

5. The Analysis of EEG after Mild Traumatic Brain Injury(mTBI) Using CWT and CNN;Journal of Physics: Conference Series;2022-12-01