June 12, 2026 Data Foundations in Healthcare

June 12, 2026

Goal: Understand the data that powers AI—and its limitations   

  • Types of healthcare data        
    • EHR data (structured vs unstructured)
    • Imaging, waveform, genomics, claims, SDOH
  • Data quality issues (missingness, bias, noise)
  • Training data vs real-world data
  • Annotation and labeling in clinical datasets
  • Why “more data” is not always better

Key takeaway: Data quality determines AI performance

Additional Information

Provided by: 

Course summary
Course opens: 
04/22/2026
Course expires: 
07/12/2026
Event starts: 
06/12/2026 - 12:00pm EDT
Event ends: 
06/12/2026 - 2:00pm EDT
Cost:
$0.00
Part of: 
AI Fundamentals for Healthcare Professionals
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In support of improving patient care, Mass General Brigham is jointly accredited by the Accreditation Council for Continuing Medical Education (ACCME), the Accreditation Council for Pharmacy Education (ACPE), and the American Nurses Credentialing Center (ANCC), to provide continuing education for the healthcare team.

Credit Designation Statements

AMA PRA Category 1 CreditsTM
Mass General Brigham designates this live activity for a maximum of 26.00 AMA PRA Category 1 Credits™. Physicians should claim only the credit commensurate with the extent of their participation in the activity.

Nursing
Mass General Brigham designates this activity for 26.00 ANCC contact hours. Nurses should only claim credit commensurate with the extent of their participation in the activity.

Pharmacy
This activity provides 26.00 contact hours (26.00 CEUs) of continuing education credit. ACPE Universal Activity Number (UAN): JAXXXXXX-XXXX-XX-XXX-XXX-X.

Price

Cost:
$0.00
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