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Edward Castillo

ORCID: 0000-0002-7464-295X
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About
Contact & Profiles
A5038664779
Research Areas
  • Phonocardiography and Auscultation Techniques
  • Voice and Speech Disorders
  • Respiratory and Cough-Related Research

University of California, San Diego
 2022-2023

 Development and Validation of a Respiratory-Responsive Vocal Biomarker–Based Tool for Generalizable Detection of Respiratory Impairment: Independent Case-Control Studies in Multiple Respiratory Conditions Including Asthma, Chronic Obstructive Pulmonary Disease, and COVID-19
OPENALEX - Publications 
Savneet Kaur Erik Larsen James D. Harper Bharat Purandare Ahmet Uluer and 5 more Mohammad Adrian Hasdianda Nikita Arun Umale James Killeen Edward Castillo Sunit Jariwala

Vocal biomarker-based machine learning approaches have shown promising results in the detection of various health conditions, including respiratory diseases, such as asthma.This study aimed to determine whether a respiratory-responsive vocal biomarker (RRVB) model platform initially trained on an asthma and healthy volunteer (HV) data set can differentiate patients with active COVID-19 infection from asymptomatic HVs by assessing its sensitivity, specificity, odds ratio (OR).A logistic...

10.2196/44410 article EN cc-by Journal of Medical Internet Research 2023-02-28
 Development and Validation of a Respiratory-Responsive Vocal Biomarker–Based Tool for Generalizable Detection of Respiratory Impairment: Independent Case-Control Studies in Multiple Respiratory Conditions Including Asthma, Chronic Obstructive Pulmonary Disease, and COVID-19 (Preprint)
OPENALEX - Publications 
Savneet Kaur Erik Larsen James D. Harper Bharat Purandare Ahmet Uluer and 5 more Mohammad Adrian Hasdianda Nikita Arun Umale James Killeen Edward Castillo Sunit Jariwala

<sec> <title>BACKGROUND</title> Vocal biomarker–based machine learning approaches have shown promising results in the detection of various health conditions, including respiratory diseases, such as asthma. </sec> <title>OBJECTIVE</title> This study aimed to determine whether a respiratory-responsive vocal biomarker (RRVB) model platform initially trained on an asthma and healthy volunteer (HV) data set can differentiate patients with active COVID-19 infection from asymptomatic HVs by...

10.2196/preprints.44410 preprint EN 2022-11-17
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