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A Study Of Vision-Language Model-Driven Real-Time Clinical Decision Support Framework For EICU And Monitored Inpatient Hospital Practice

Overview

About this study

The purpose of this study is to evaluate the clinical utility, accuracy, and usability of a structured, prompt-based LLM that synthesizes patient summaries from real-time generated data using predefined rubrics.

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:

  • Patients admitted to the Mayo Clinic Rochester, Florida and Arizona during the study period.

  • Clinicians employed in Mayo Clinic’s eICU or hospital inpatient settings

 

Exclusion Criteria:

  • None

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

 

Eligibility last updated 08/13/2025. 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

Jacksonville, Fla.

Mayo Clinic principal investigator

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Rochester, Minn.

Mayo Clinic principal investigator

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Scottsdale/Phoenix, Ariz.

Mayo Clinic principal investigator

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More information

Publications

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CLS-20598343

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