Impact and Utilization of Workflow-Integrated Artificial Intelligence for Remote Patient Monitoring Enrollment

Overview

About this study

The purpose of this study is to evaluate the effectiveness of the RPM AI-guided screening tool (an RPM (remote patient monitoring) “fit” score as displayed in the Acute Multipatient Viewer (AMP) and underlying AI models in determining patients who may be best impacted by RPM as determined by their total healthcare utilization (total days alive at home, emergency department visits, and hospitalizations). Secondary objectives include assessing whether the algorithm improves the patient identification and enrollment into RPM within routine clinical practice. Additionally, this study will assess usability of this approach and its overall effect on nursing efficiency/workflow and clinician perspective on trust of AI tools to identify patients.

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:

The study participants will be nurses who are part of the RPM care team that cares for adult patients ≥ 18 years.
A patient’s data will be included in the analysis if the patient is ≥ 18 years old and receives care from a participating nurse.
Patient data will only be collected if permitted (based on the use of the Minnesota Research Authorization Retrieval Tool).
Patients who will be considered for this study will be assessed based on standard RPM program inclusion and exclusion criteria for the any of the chronic disease RPM programs (congestive heart failure, coronary artery disease, hypertension, type 2 diabetes, COPD, and general complex care).

Exclusion Criteria:

< 18 years old.

Eligibility last updated 8/1/22. 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
Rochester, Minn. Mayo Clinic principal investigator Tufia Haddad, M.D.	Open for enrollment	Contact information: Julianne Lunde M.A. (507) 266-2657 Lunde.Julianne@mayo.edu

Mayo Clinic Location

Status

Contact

Rochester, Minn.

Mayo Clinic principal investigator

Tufia Haddad, M.D.

Open for enrollment

Contact information:

Julianne Lunde M.A.

(507) 266-2657

Lunde.Julianne@mayo.edu

More information

Publications

Publications are currently not available

Clinical Trials