Exploring Deep Learning and Grad-CAM for Speech-Based Detection of Mild Traumatic Brain Injury Conference

Rojas, Fredy, Madanian, Samaneh, Templeton, John Michael et al. (2024). Exploring Deep Learning and Grad-CAM for Speech-Based Detection of Mild Traumatic Brain Injury . 6108-6116. 10.1109/BigData62323.2024.10825360

International Collaboration

cited authors

  • Rojas, Fredy; Madanian, Samaneh; Templeton, John Michael; Poellabauer, Christian; Schneider, Sandra L

authors

date/time interval

  • December 15, 2024 -

publication date

  • January 1, 2024

keywords

  • Computer Science
  • Computer Science, Information Systems
  • Concussion Diagnosis
  • Confidence Interval for Model Performance
  • Deep Learning
  • Explainability in AI
  • Grad-CAM
  • MTBI
  • Model Transparency
  • Monte Carlo Cross-Validation (MCCV)
  • Neural Networks in Healthcare
  • ResNet
  • Science & Technology
  • Speech Analysis
  • Technology
  • mTBI Detection

Location

  • DC, Washington

Digital Object Identifier (DOI)

International Standard Book Number (ISBN) 13

Conference

  • 2024 IEEE International Conference on Big Data

publisher

  • IEEE COMPUTER SOC

start page

  • 6108

end page

  • 6116