This paper is in the following e-collection/theme issue:

Extended Reality, Virtual Reality and Virtual Worlds (560) New Methods (945) Machine Learning (1465) Automobile and Road Safety (16)

Published on in Vol 22, No 6 (2020): June

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/13995, first published .
Simulator Pre-Screening of Underprepared Drivers Prior to Licensing On-Road Examination: Clustering of Virtual Driving Test Time Series Data

Simulator Pre-Screening of Underprepared Drivers Prior to Licensing On-Road Examination: Clustering of Virtual Driving Test Time Series Data

Simulator Pre-Screening of Underprepared Drivers Prior to Licensing On-Road Examination: Clustering of Virtual Driving Test Time Series Data

Authors of this article:

David Grethlein1, 2 Author Orcid Image ;   Flaura Koplin Winston1, 3, 4 Author Orcid Image ;   Elizabeth Walshe3, 5 Author Orcid Image ;   Sean Tanner1, 6 Author Orcid Image ;   Venk Kandadai1 Author Orcid Image ;   Santiago Ontañón2 Author Orcid Image
Article Authors Cited by (5) Tweetations (3) Metrics

Journals

  1. Walshe E, Romer D, Kandadai V, Winston F. A Novel Health-Transportation Partnership Paves The Road For Young Driver Safety Through Virtual Assessment. Health Affairs 2020;39(10):1792 View
  2. Grethlein D, Pirrone V, Devlin K, Dampier W, Szep Z, Winston F, Ontañón S, Walshe E, Malone K, Tillman S, Ances B, Kandadai V, Kolson D, Wigdahl B. Examining virtual driving test performance and its relationship to individuals with HIV-associated neurocognitive disorders. Frontiers in Neuroscience 2022;16 View
  3. Walshe E, Elliott M, Romer D, Cheng S, Curry A, Seacrist T, Oppenheimer N, Wyner A, Grethlein D, Gonzalez A, Winston F. Novel use of a virtual driving assessment to classify driver skill at the time of licensure. Transportation Research Part F: Traffic Psychology and Behaviour 2022;87:313 View
  4. Gonzalez A, Wong J, Thomas E, Kerrigan A, Hastings L, Posadas A, Negy K, Wu A, Ontañon S, Lee Y, Winston F. Detection of driver health condition by monitoring driving behavior through machine learning from observation. Expert Systems with Applications 2022;199:117167 View
  5. Walshe E, Elliott M, Cheng S, Romer D, Curry A, Grethlein D, Gonzalez A, Winston F. Driving Skills at Licensure and Time to First Crash. Pediatrics 2023;152(5) View