Voice Analytics for Predicting the Physical Health of Patients

Overview

About this study

We aim to test the hypothesis that the quality of human voice can be analyzed by multimodal machine learning approaches to assess overall physiological health in patients by predicting aspiration risk, pulmonary function values, frailty, perioperative/periprocedural/post chemotherapy/transplant risks and improvement of sleep apnea post myofunctional therapy.

Participation eligibility

Participant eligibility includes age, gender, type and stage of disease, and previous treatments or health concerns. Guidelines differ from study to study, and identify who can or cannot participate. There is no guarantee that every individual who qualifies and wants to participate in a trial will be enrolled. Contact the study team to discuss study eligibility and potential participation.

Inclusion criteria: Any patient at or above 18 years of age who are able to consent to collection of voice samples by performing simple voicing tasks.

Exclusion criteria: Patient’s below 18 years of age, vulnerable population (Pregnant women, prisoners and institutionalized), and those who have expressly declined authorization for research at the Mayo Clinic enterprise. Patients who are not able to perform voicing tasks, like those with laryngectomies or tracheostomies etc.

Note: Other protocol defined Inclusion/Exclusion Criteria may apply.

Eligibility last updated 10/02/2024. Questions regarding updates should be directed to the study team contact.

Participating Mayo Clinic locations

Study statuses change often. Please contact the study team for the most up-to-date information regarding possible participation.

Mayo Clinic Location	Status	Contact
Scottsdale/Phoenix, Ariz. Mayo Clinic principal investigator Cyril Varghese, M.D., M.S.	Closed-enrolling by invitation What is this? (?) "Close" Not open to everyone who meets the eligibility criteria, but only those invited to participate by the study team.	Contact information: Cyril Varghese M.D., M.S. voice@mayo.edu

Mayo Clinic Location

Status

Contact

Scottsdale/Phoenix, Ariz.

Mayo Clinic principal investigator

Cyril Varghese, M.D., M.S.

Closed-enrolling by invitation

Contact information:

Cyril Varghese M.D., M.S.

voice@mayo.edu

More information

Publications

Publications are currently not available

Clinical Trials