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What this is We're building a de-identified, real-world health dataset from Apple Health exports. Each contribution joins your on-device HealthKit data (activity, heart, sleep, and more) with clinical records (immunizations, labs, medications, vitals) from your linked health provider.

Who qualifies We are exclusively looking for individuals who have visited at least one of the institutions listed below and have that institution's health records actively connected to Apple HealthKit. If your provider is not on this list, you do not qualify.

Qualifying institutions:

• Emory Healthcare

• Scripps Health

• Northwestern Medicine

• Cedars-Sinai Health System

• Penn Medicine

• NYU Langone Health

• Geisinger Health System

• Dartmouth Health

• Johns Hopkins Medicine

• UCSF Health

• Cleveland Clinic

• Jefferson Health

• VCU Health

• University of Chicago Medicine

• Doctors Center Hospital Orlando Health

• Mass General Brigham

• Norton Healthcare

• Mount Sinai Health System

• Henry Ford Health System

• Yale New Haven Health

• Intermountain Healthcare

• Tampa General Hospital

• The University of Kansas Health System

• University of Utah Health

• Michigan Medicine

• UC Irvine Health

• Nebraska Medicine

• Vanderbilt University Medical Center

• UC San Diego Health

• Musculoskeletal Institute Of LA

• UVA Health System

• University of Iowa Health Care

• Memorial Hermann Health System

• Mount Sinai Medical Center

• Sentara Healthcare

• Froedtert & the Medical College of Wisconsin

• Stanford Medicine Obstetrics & Reproductive Endocrinology

• Inova Health System

• Ochsner Health

• UC Davis Health

• Scripps Ranch Medical Clinic

• The Ohio State University Wexner Medical Center

• Buffalo Neuromusculoskeletal Medicine PLLC

• The George Washington University Medical Faculty Associates

• Houston Methodist

• Stanford Health Care

• Baylor Scott & White Health

• UnityPoint Health

• Sutter Health

• Aurora Health Care

• RWJBarnabas Health

• Trinity Health IHA Medical Group

• Valley Health System

• CHI St. Joseph Health

• M Health Fairview

• Hattiesburg Clinic

• The Christ Hospital Health Network

• Bon Secours Health System

• Kaiser Permanente

• Methodist Le Bonheur Healthcare

What you'll do

1. Fully populate your HealthKit profile: add data across every category that applies to you. Steps-only profiles won't qualify.

2. Link your health record (EHR) from at least one of the qualifying institutions above via Apple's Health Records network. Must include immunizations, lab results, medications, vitals, and clinical notes.

3. Consent to share four demographics: age, gender, approximate region, and activity level.

To qualify, your submission must:

• Be a genuine export from your own Health app (not synthetic or demo)

• Include records from at least one institution on the qualifying list above, connected to Apple HealthKit

• Show a complete profile with continuous history, not a single day of data

• Include a linked EHR with all four required clinical categories

• Include the Clinical Notes section in your health record, this is a hard requirement. Submissions without clinical notes cannot be accepted or compensated and will be returned.

• Have all four demographic attributes consented, no consent, no submission

Your privacy Identity and raw health information never reach the dataset. Every export is de-identified (HIPAA Safe-Harbor, style) before analysis: identifiers stripped, dates and locations generalized, notes scrubbed. You get a random ID; the link to your identity is held separately and never travels with the data. Withdraw consent anytime to be removed.

Commitment One export per participant, with an optional re-export later to refresh your data.