• Skip to main content
  • Skip to secondary menu
  • Skip to primary sidebar
  • Skip to secondary sidebar
  • Skip to footer

  • Opinion
  • Health IT
    • Behavioral Health
    • Care Coordination
    • EMR/EHR
    • Interoperability
    • Patient Engagement
    • Population Health Management
    • Revenue Cycle Management
    • Social Determinants of Health
  • Digital Health
    • AI
    • Blockchain
    • Precision Medicine
    • Telehealth
    • Wearables
  • Startups
  • M&A
  • Value-based Care
    • Accountable Care (ACOs)
    • Medicare Advantage
  • Life Sciences
  • Research

RSNA: Flywheel Builds Data Platform for Unbiased Breast Imaging AI

by Fred Pennic 11/28/2022 Leave a Comment

  • LinkedIn
  • Twitter
  • Facebook
  • Email
  • Print
Flywheel Builds Data Platform for Unbiased Breast Imaging AI

What You Should Know:

– Today, at RSNA, Flywheel, a leading data management platform for biomedical research and collaboration announces the creation of a federated data platform for the development of unbiased breast imaging AI.

– Funded in part by the NIH, the federated network will support breast imaging AI research and collaboration—on a scale not previously possible.

Leveraging Flywheel Discovery & Exchange

Two Flywheel technologies underpin the project. Flywheel Discovery, a cohort discovery tool, will connect with the imaging archives, mammography information systems, and EHRs of participating healthcare providers to identify relevant breast imaging data and curate it to common standards. Summaries of the datasets will then be published on Flywheel Exchange, a next-generation platform for research data sharing, where they can be browsed by researchers and licensed for secure use.

Flywheel Exchange keeps patient data in place, simplifying compliance with HIPAA and IRB requirements for researchers. Testing and improving AI through federated analysis and federated learning is accomplished through moving the algorithm(s), rather than the data, across institutional lines. Healthcare providers retain full possession of patient data, while the algorithm being trained “visits” the data where it resides and carries weighted scores back to researchers. As healthcare providers embrace this approach, federated learning has the potential to dramatically improve the amount and diversity of data available to the research community.

Unbiased Breast Imaging AI Benefits

This is crucial because more diverse data is sorely needed by AI developers. Given the shortage of breast imagers in many communities, providers need the most accurate AI tools possible to assist radiologists in increasing efficiency and quality of care.  Flywheel is uniting academic medical centers, community health systems, and essential hospitals on its network, further building the catalog of data that AI developers, life sciences companies, and other researchers can license to power their research.

 “We are creating the complete data science stack to address the all-too-common challenges of healthcare researchers and AI developers,” said Jim Olson, CEO of Flywheel. “This solution combines both federation capabilities and the data science infrastructure to capture data and ensure consistent curation. Without that, researchers spend 80% of their time on menial data-wrangling tasks. We’re creating the tools for data owners and data consumers to find each other and collaborate with unprecedented efficiency so they can make breakthroughs in care.”

  • LinkedIn
  • Twitter
  • Facebook
  • Email
  • Print

Tagged With: AI, Artificial Intelligence, data management, Health Systems, HIPAA, Life Sciences, NIH

Tap Native

Get in-depth healthcare technology analysis and commentary delivered straight to your email weekly

Reader Interactions

Primary Sidebar

Subscribe to HIT Consultant

Latest insightful articles delivered straight to your inbox weekly.

Submit a Tip or Pitch

Featured Insights

2025 EMR Software Pricing Guide

2025 EMR Software Pricing Guide

Featured Interview

Kinetik CEO Sufian Chowdhury on Fighting NEMT Fraud & Waste

Most-Read

2019 MedTech Breakthrough Award Category Winners Announced

MedTech Breakthrough Announces 2025 MedTech Breakthrough Award Winners

WeightWatchers Files for Bankruptcy to Eliminate $1.15B in Debt

WeightWatchers Files for Bankruptcy to Eliminate $1.15B in Debt

KLAS: Epic Dominates 2024 EHR Market Share Amid Focus on Vendor Partnership; Oracle Health Sees Losses Despite Tech Advances

KLAS: Epic Dominates 2024 EHR Market Share Amid Focus on Vendor Partnership; Oracle Health Sees Losses Despite Tech Advances

'Cranky Index' Reveals EHR Alert Frustration Peaks Midweek, Highest Among Admin Staff

‘Cranky Index’ Reveals EHR Alert Frustration Peaks Midweek, Highest Among Admin Staff

Madison Dearborn Partners to Acquire Significant Stake in NextGen Healthcare

Madison Dearborn Partners to Acquire Significant Stake in NextGen Healthcare

Wandercraft Begins Clinical Trials for Physical AI-Powered Personal Exoskeleton

Wandercraft Begins Clinical Trials for Physical AI-Powered Personal Exoskeleton

Chipiron Secures $17M to Transform MRI Access with Portable Scanner

Chipiron Secures $17M to Transform MRI Access with Portable Scanner

Abbott to Integrate FreeStyle Libre Glucose Data with Epic EHR

Abbott to Integrate FreeStyle Libre Glucose Data with Epic EHR

5 Ways New Trump Administration Tariffs Are Impacting U.S. Healthcare Now

5 Ways Trump Administration Tariffs Are Impacting U.S. Healthcare Now

iCAD, GE HealthCare Integrate to Advance Breast Cancer Detection with AI

RadNet to Acquire iCAD for $103M in All-Stock Transaction

Secondary Sidebar

Footer

Company

  • About Us
  • Advertise with Us
  • Reprints and Permissions
  • Submit An Op-Ed
  • Contact
  • Subscribe

Editorial Coverage

  • Opinion
  • Health IT
    • Care Coordination
    • EMR/EHR
    • Interoperability
    • Population Health Management
    • Revenue Cycle Management
  • Digital Health
    • Artificial Intelligence
    • Blockchain Tech
    • Precision Medicine
    • Telehealth
    • Wearables
  • Startups
  • Value-Based Care
    • Accountable Care
    • Medicare Advantage

Connect

Subscribe to HIT Consultant Media

Latest insightful articles delivered straight to your inbox weekly

Copyright © 2025. HIT Consultant Media. All Rights Reserved. Privacy Policy |