Voice EHR: introducing multimodal audio data for health.

Journal: Frontiers in digital health
Published Date: Jan 28, 2025

Abstract

INTRODUCTION: Artificial intelligence (AI) models trained on audio data may have the potential to rapidly perform clinical tasks, enhancing medical decision-making and potentially improving outcomes through early detection. Existing technologies depend on limited datasets collected with expensive recording equipment in high-income countries, which challenges deployment in resource-constrained, high-volume settings where audio data may have a profound impact on health equity.

Authors

  • James Anibal
    Center for Interventional Oncology, NIH Clinical Center, National Institutes of Health, Bethesda, MD, United States.
  • Hannah Huth
    Center for Interventional Oncology, NIH Clinical Center, National Institutes of Health, Bethesda, MD, United States.
  • Ming Li
    Radiology Department, Huadong Hospital, Affiliated with Fudan University, Shanghai, China.
  • Lindsey Hazen
    Center for Interventional Oncology, NIH Clinical Center, National Institutes of Health, Bethesda, MD, United States.
  • Veronica Daoud
    Morsani College of Medicine, University of South Florida, Tampa, FL, United States.
  • Dominique Ebedes
    Morsani College of Medicine, University of South Florida, Tampa, FL, United States.
  • Yen Minh Lam
    Social Science and Implementation Research Team, Oxford University Clinical Research Unit, Ho Chi Minh City, Vietnam.
  • Hang Nguyen
    Social Science and Implementation Research Team, Oxford University Clinical Research Unit, Ho Chi Minh City, Vietnam.
  • Phuc Vo Hong
    Social Science and Implementation Research Team, Oxford University Clinical Research Unit, Ho Chi Minh City, Vietnam.
  • Michael Kleinman
    College of Medicine, University of Tennessee Health Sciences Center, Memphis, TN, United States.
  • Shelley Ost
    College of Medicine, University of Tennessee Health Sciences Center, Memphis, TN, United States.
  • Christopher Jackson
    College of Medicine, University of Tennessee Health Sciences Center, Memphis, TN, United States.
  • Laura Sprabery
    College of Medicine, University of Tennessee Health Sciences Center, Memphis, TN, United States.
  • Cheran Elangovan
    College of Medicine, University of Tennessee Health Sciences Center, Memphis, TN, United States.
  • Balaji Krishnaiah
    College of Medicine, University of Tennessee Health Sciences Center, Memphis, TN, United States.
  • Lee Akst
    Johns Hopkins Voice Center, Johns Hopkins University, Baltimore, MD, United States.
  • Ioan Lina
    Department of Otolaryngology-Head and Neck Surgery, Johns Hopkins University School of Medicine, Baltimore, MD, United States.
  • Iqbal Elyazar
    Geospatial Epidemiology Program, Oxford University Clinical Research Unit Indonesia, Jakarta, Indonesia.
  • Lenny Ekawati
    Geospatial Epidemiology Program, Oxford University Clinical Research Unit Indonesia, Jakarta, Indonesia.
  • Stefan Jansen
    College of Medicine and Health Sciences, University of Rwanda, Kigali, Rwanda.
  • Richard Nduwayezu
    King Faisal Hospital, Kigali, Rwanda.
  • Charisse Garcia
    Center for Interventional Oncology, NIH Clinical Center, National Institutes of Health, Bethesda, MD, United States.
  • Jeffrey Plum
    Center for Interventional Oncology, NIH Clinical Center, National Institutes of Health, Bethesda, MD, United States.
  • Jacqueline Brenner
    Center for Interventional Oncology, NIH Clinical Center, National Institutes of Health, Bethesda, MD, United States.
  • Miranda Song
    Center for Interventional Oncology, NIH Clinical Center, National Institutes of Health, Bethesda, MD, United States.
  • Emily Ricotta
    Epidemiology and Data Management Unit, National Institute of Allergy and Infectious Diseases, Bethesda, MD, United States.
  • David Clifton
    Computational Health Informatics Lab, Oxford Institute of Biomedical Engineering, University of Oxford, Oxford, United Kingdom.
  • C Louise Thwaites
    Morsani College of Medicine, University of South Florida, Tampa, FL, United States.
  • Yael Bensoussan
    Morsani College of Medicine, University of South Florida, Tampa, FL, United States.
  • Bradford Wood
    Center for Interventional Oncology, NIH Clinical Center, National Institutes of Health, Bethesda, MD, United States.

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