Optimizing Concussion Care Seeking: Using Machine Learning to Predict Delayed Concussion Reporting.

Autor: Kroshus-Havril E; Center for Child Health, Behavior, and Development, Seattle Children's Research Institute & Department of Pediatrics, University of Washington, Seattle, Washington, USA.; Investigation performed at the University of Georgia, Athens, Georgia, USA., Leeds DD; Computer and Information Sciences, Fordham University, New York, New York, USA.; Investigation performed at the University of Georgia, Athens, Georgia, USA., McAllister TW; Department of Psychiatry, Indiana University School of Medicine, Indianapolis, Indiana, USA.; Investigation performed at the University of Georgia, Athens, Georgia, USA., Kerr ZY; Matthew Gfeller Center & Department of Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA.; Investigation performed at the University of Georgia, Athens, Georgia, USA., Knight K; Department of Radiology and Biomedical Imaging, University of California, San Francisco, California, USA.; Investigation performed at the University of Georgia, Athens, Georgia, USA., Register-Mihalik JK; Matthew Gfeller Center & Department of Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA.; Investigation performed at the University of Georgia, Athens, Georgia, USA., Lynall RC; UGA Concussion Research Laboratory, University of Georgia, Athens, Georgia, USA.; Investigation performed at the University of Georgia, Athens, Georgia, USA., D'Lauro C; Department of Behavioral Sciences and Leadership, US Air Force Academy, Colorado Springs, Colorado, USA.; Investigation performed at the University of Georgia, Athens, Georgia, USA., Ho Y; Computer and Information Sciences, Fordham University, New York, New York, USA.; Investigation performed at the University of Georgia, Athens, Georgia, USA., Rahman M; Computer and Information Sciences, Fordham University, New York, New York, USA.; Investigation performed at the University of Georgia, Athens, Georgia, USA., Broglio SP; University of Michigan Concussion Center, University of Michigan, Ann Arbor, Michigan, USA.; Investigation performed at the University of Georgia, Athens, Georgia, USA., McCrea MA; Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, Wisconsin, USA.; Investigation performed at the University of Georgia, Athens, Georgia, USA., Schmidt JD; UGA Concussion Research Laboratory, University of Georgia, Athens, Georgia, USA.; Investigation performed at the University of Georgia, Athens, Georgia, USA., Port N; School of Optometry, Indiana University, Bloomington, Indiana, USA.; Investigation performed at the University of Georgia, Athens, Georgia, USA., Campbell D; Intermountain Sports Medicine, Ogden, Utah, USA.; Investigation performed at the University of Georgia, Athens, Georgia, USA., Putukian M; Athletic Medicine, Princeton University, Princeton, New Jersey, USA.; Investigation performed at the University of Georgia, Athens, Georgia, USA., Chrisman SPD; Center for Child Health, Behavior and Development, Seattle Children's Research Institute, Seattle, Washington, USA.; Investigation performed at the University of Georgia, Athens, Georgia, USA., Cameron KL; Keller Army Hospital, US Military Academy, West Point, New York, USA; Annapolis, Maryland, USA.; Investigation performed at the University of Georgia, Athens, Georgia, USA., Susmarski AJ; Department Head Brigade Orthopaedics and Sports Medicine, US Naval Academy.; Investigation performed at the University of Georgia, Athens, Georgia, USA., Goldman JT; Departments of Family Medicine & Orthopaedic Surgery, University of California, Los Angeles, Los Angeles, California, USA.; Investigation performed at the University of Georgia, Athens, Georgia, USA., Benjamin H; Department of Rehabilitation Medicine and Pediatrics, University of Chicago, Chicago, Illinois, USA.; Investigation performed at the University of Georgia, Athens, Georgia, USA., Buckley T; Department of Kinesiology & Applied Physiology, University of Delaware, Newark, Delaware, USA.; Investigation performed at the University of Georgia, Athens, Georgia, USA., Kaminski T; Department of Kinesiology & Applied Physiology, University of Delaware, Newark, Delaware, USA.; Investigation performed at the University of Georgia, Athens, Georgia, USA., Clugston JR; Community Health and Family Medicine, University of Florida, Gainesville, Florida, USA.; Investigation performed at the University of Georgia, Athens, Georgia, USA., Feigenbaum L; Department of Physical Therapy, Miller School of Medicine, University of Miami, Coral Gables, Florida, USA.; Investigation performed at the University of Georgia, Athens, Georgia, USA., Eckner JT; Department of PM&R, University of Michigan, Ann Arbor, Michigan, USA.; Investigation performed at the University of Georgia, Athens, Georgia, USA., Mihalik JP; Department of Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA.; Investigation performed at the University of Georgia, Athens, Georgia, USA., Kontos A; Department of Orthopaedic Surgery, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.; Investigation performed at the University of Georgia, Athens, Georgia, USA., McDevitt J; Department of Health and Rehabilitation Sciences, Temple University, Philadelphia, Pennsylvania, USA.; Investigation performed at the University of Georgia, Athens, Georgia, USA., Brooks MA; Department of Orthopedics, University of Wisconsin-Madison, Madison, Wisconsin, USA.; Investigation performed at the University of Georgia, Athens, Georgia, USA., Rowson S; Department of Biomedical Engineering and Mechanics, Virginia Tech, Blacksburg, Virginia, USA.; Investigation performed at the University of Georgia, Athens, Georgia, USA., Miles C; Department of Family and Community Medicine, Wake Forest University, Winston-Salem, North Carolina, USA.; Investigation performed at the University of Georgia, Athens, Georgia, USA., Lintner L; Wake Forest School of Medicine Family Medicine, Winston Salem State University, Winston-Salem, North Carolina, USA.; Investigation performed at the University of Georgia, Athens, Georgia, USA., Kelly L; Department of Exercise Science, California Lutheran University, Thousand Oaks, California, USA.; Investigation performed at the University of Georgia, Athens, Georgia, USA., Master C; Division of Orthopedics, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA.; Investigation performed at the University of Georgia, Athens, Georgia, USA.

Publikováno v: The American journal of sports medicine [Am J Sports Med] 2024 Jul; Vol. 52 (9), pp. 2372-2383.

Optimizing Concussion Care Seeking: The Influence of Previous Concussion Diagnosis Status on Baseline Assessment Outcomes.

Autor: Lynall RC; UGA Concussion Research Laboratory, Department of Kinesiology, University of Georgia, Athens, Georgia, USA.; Investigation performed at multiple sites., D'Lauro C; Department of Behavioral Sciences and Leadership, United States Air Force Academy, Colorado Springs, Colorado, USA.; Investigation performed at multiple sites., Kerr ZY; Department of Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA.; Investigation performed at multiple sites., Knight K; Department of Radiology and Biomedical Imaging, University of California, San Francisco, California, USA.; Investigation performed at multiple sites., Kroshus E; University of Washington, Department of Pediatrics & Seattle Children's Research Institute, Center for Child, Development and Health, Seattle, Washington, USA.; Investigation performed at multiple sites., Leeds DD; Computer and Information Sciences Department, Fordham University, New York, New York, USA.; Investigation performed at multiple sites., Register-Mihalik JK; Matthew Gfeller Sport-Related TBI Research Center & STAR Heel Performance Laboratory, Department of Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA.; Investigation performed at multiple sites., McCrea M; Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, Wisconsin.; Investigation performed at multiple sites., Broglio SP; University of Michigan Concussion Center, University of Michigan, Ann Arbor, Michigan.; Investigation performed at multiple sites., McAllister T; Department of Psychiatry, Indiana University School of Medicine, Indianapolis, Indiana.; Investigation performed at multiple sites., Schmidt JD; UGA Concussion Research Laboratory, Department of Kinesiology, University of Georgia, Athens, Georgia, USA.; Investigation performed at multiple sites., Hazzard J Jr; Department of Exercise Science, Bloomsburg University.; Investigation performed at multiple sites., Kelly L; Department of Exercise Science, California Lutheran University.; Investigation performed at multiple sites., Master C; Division of Orthopedics, Children's Hospital of Philadelphia.; Investigation performed at multiple sites., Ortega J; Department of Kinesiology & Recreation Administration, Humboldt State University.; Investigation performed at multiple sites., Port N; School of Optometry, Indiana University.; Investigation performed at multiple sites., Campbell D; Intermountain Sports Medicine.; Investigation performed at multiple sites., Svoboda SJ; MedStar Orthopaedic Institute.; Investigation performed at multiple sites., Putukian M; Athletic Medicine, Princeton University.; Investigation performed at multiple sites., Chrisman SPD; Center for Child Health, Behavior and Development, Seattle Children's Research Institute.; Investigation performed at multiple sites., Clugston JR; Department of Community Health and Family Medicine, University of Florida.; Investigation performed at multiple sites., Langford D; Lewis Katz School of Medicine, Temple University.; Investigation performed at multiple sites., McGinty G; United States Air Force Academy.; Investigation performed at multiple sites., Cameron KL; Keller Army Hospital, United States Military Academy.; Investigation performed at multiple sites., Houston MN; Keller Army Hospital, United States Military Academy.; Investigation performed at multiple sites., Susmarski AJ; Department Head Brigade Orthopaedics and Sports Medicine, United States Naval Academy.; Investigation performed at multiple sites., Goldman JT; Departments of Family Medicine & Orthopaedic Surgery, University of California, Los Angeles.; Investigation performed at multiple sites., Giza C; Department of Pediatrics, University of California, Los Angeles.; Investigation performed at multiple sites., Benjamin H; Department of Rehabilitation Medicine and Pediatrics, University of Chicago.; Investigation performed at multiple sites., Buckley T; Department of Kinesiology & Applied Physiology, University of Delaware.; Investigation performed at multiple sites., Kaminski T; Department of Kinesiology & Applied Physiology, University of Delaware.; Investigation performed at multiple sites., Feigenbaum L; Department of Physical Therapy, Miller School of Medicine, University of Miami.; Investigation performed at multiple sites., Eckner JT; Department of PM&R, University of Michigan.; Investigation performed at multiple sites., Mihalik JP; Department of Exercise and Sport Science, University of North Carolina at Chapel Hill.; Investigation performed at multiple sites., Anderson S; University of Oklahoma.; Investigation performed at multiple sites., McDevitt J; Department of Health and Rehabilitation Sciences, Temple University.; Investigation performed at multiple sites., Kontos A; Department of Orthopaedic Surgery, University of Pittsburgh.; Investigation performed at multiple sites., Brooks MA; Department of Orthopedics, University of Wisconsin, Madison.; Investigation performed at multiple sites., Rowson S; Department of Biomedical Engineering and Mechanics, Virginia Tech.; Investigation performed at multiple sites., Miles C; Department of Family and Community Medicine, Wake Forest University.; Investigation performed at multiple sites., Lintner L; Wake Forest School of Medicine Family Medicine, Winston Salem State University.; Investigation performed at multiple sites., O'Donnell PG; Department of Urology, UMass Memorial Health.; Investigation performed at multiple sites.

Publikováno v: The American journal of sports medicine [Am J Sports Med] 2022 Oct; Vol. 50 (12), pp. 3406-3416. Date of Electronic Publication: 2022 Aug 23.

Beliefs affecting concussion reporting among military cadets: advanced observations through machine learning.

Autor: Leeds DD; Computer and Information Science Department, Fordham University, Bronx, New York, USA., Zeng Y; Computer and Information Science Department, Fordham University, Bronx, New York, USA., Johnson BR; Center for Military Psychiatry and Neuroscience, Walter Reed Army Institute of Research, Silver Spring, Marry Land, USA., Foster CA; Psychology Department for SUNY Cortland, State University of New York College at Cortland, Cortland, New York, USA., D'Lauro C; Department of Behavioral Science and Leadership, United States Air Force Academy, USAF, Colorado Springs, CO, USA.

Publikováno v: Brain injury [Brain Inj] 2022 Jan 28; Vol. 36 (2), pp. 156-165. Date of Electronic Publication: 2022 Feb 08.

A method for real-time visual stimulus selection in the study of cortical object perception.

Autor: Leeds DD; Fordham University, Computer and Information Science Department, Bronx, New York, USA; Carnegie Mellon University, Center for the Neural Basis of Cognition, Pittsburgh, PA, USA. Electronic address: dleeds@fordham.edu., Tarr MJ; Carnegie Mellon University, Psychology Department, Pittsburgh, PA, USA; Carnegie Mellon University, Center for the Neural Basis of Cognition, Pittsburgh, PA, USA. Electronic address: michaeltarr@cmu.edu.

Publikováno v: NeuroImage [Neuroimage] 2016 Jun; Vol. 133, pp. 529-548. Date of Electronic Publication: 2016 Mar 11.

Comparing visual representations across human fMRI and computational vision.

Autor: Leeds DD; Center for the Neural Basis of Cognition, Carnegie Mellon University, Pittsburgh, PA, USA., Seibert DA, Pyles JA, Tarr MJ

Publikováno v: Journal of vision [J Vis] 2013 Nov 22; Vol. 13 (13), pp. 25. Date of Electronic Publication: 2013 Nov 22.