Diversity in Ar,ficial Intelligence SONIA GUPTA MD @SoniaGuptaMD - - PowerPoint PPT Presentation

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Diversity in Ar,ficial Intelligence SONIA GUPTA MD @SoniaGuptaMD - - PowerPoint PPT Presentation

Nov 11, 2023 190 likes •368 views

Diversity in Ar,ficial Intelligence SONIA GUPTA MD @SoniaGuptaMD DIRECTOR OF ULTRASOUND BETH ISRAEL DEACONESS MEDICAL CENTER HARVARD MEDICAL SCHOOL DISCLOSURES Qure.ai - Medical Director, North America GE - Key Opinion Leader Koios -

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Diversity in Ar,ficial Intelligence SONIA GUPTA MD

@SoniaGuptaMD DIRECTOR OF ULTRASOUND BETH ISRAEL DEACONESS MEDICAL CENTER HARVARD MEDICAL SCHOOL

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DISCLOSURES

Qure.ai - Medical Director, North America GE - Key Opinion Leader Koios - Consultant Google - Consultant IBM Watson Health – Consultant Suazio – Consultant Guerbet AI Advisory Board Applied Radiology Editorial Board Medical Industry SecLon

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OUTLINE

  • Emerging Countries
  • Unique Challenges
  • Workflow
  • Need
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WHY DOES THIS MATTER?

1 radiologists to 1 million pa<ents Tanzania - 58 radiologists for 56 million pa<ents Kenya - 3 breast radiologists for 4.5 million screening age women

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Proper Terms

  • Developing Countries
  • Emerging Countries
  • Low to Middle Income Countries #LMIC
  • Low Resource Hospitals
  • Medically Underserved
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Unique Challenges

  • Climate
  • Infrastructure
  • IT, Software, Hardware
  • Internet/Cloud
  • Radiologists*
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WHAT DO PATIENTS WANT?

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FACTORS TO CONSIDER WITH AI

  • Workflow Integra9on
  • Ease of Deployment
  • Local Regulatory Approval
  • Research Proven
  • Sufficient Quality Data Set**Diversity?
  • Need vs. Want

Ten Factors Radiologists Should Consider When Partnering with AI Vendors Sanjay M. Parekh Healthcare Business News (November 2019)

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WHAT’S NEXT?

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FDA Cleared Radiology AI

  • 510(K) Clearance
  • Approval process can take a few months to

years

  • 40 Different AI Algorithms (12/10/19)
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Different Considerations

  • Screening
  • Is there an x-ray unit, CT, MRI?
  • Is there a Radiologist?
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Solu%ons

  • Access
  • Infrastructure
  • AI Partnerships for Education*
  • Mind the gap!
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  • Compact server fits small space
  • Temperature-Resistant : No air condi2oned room required
  • Preload so6ware simplifies installa2on of PACS applica2ons
  • Hand-carry server via RAD-AID Team for deployment saves costs
  • One-Stop, Turn-Key

RAD-AID Friendship SERVER

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LOCAL SERVER + CLOUD

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AI + Clinical Apps AI + Clinical Apps AI + Clinical Apps

PART 3: LOCAL SERVER + CLOUD + AI

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INVITING SUPPORTERS

  • Cloud-based storage
  • PACS so;ware
  • Server deployment/Ops
  • Radiology Capacity Building +

Training

RAD-AID invites supporters to join this effort Add radiology hardware, compuLng, AI, & so;ware partners to contribute.

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Thank You!

@SoniaGuptaMD SoniaCGupta@gmail.com