Document Type

Presentation

Location

COAS: Math Conference Room

Start Date

7-2-2024 10:00 AM

End Date

7-2-2024 11:00 AM

Description

Problems with current synovitis grading procedures

  • There has been a lack of reliability in grading these images in the medical community due to a lack of universally accepted diagnostic criteria [Momtazmanesh et al., 2022]
  • The human/machine variability creates an additional challenge in an efficient automated scoring system [Ranganath et al., 2022]
  • There is a lack of consistency between doctors in grading these images [Momtazmanesh et al., 2022]

Additional Files
PrashantShekar_MathColloquiumTalk_Feb7_2024.pdf (1482 kB)
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Feb 7th, 10:00 AM Feb 7th, 11:00 AM

Transfer Learning in the Era of Foundational Models: Application to Diagnosis in Rheumatology

COAS: Math Conference Room

Problems with current synovitis grading procedures

  • There has been a lack of reliability in grading these images in the medical community due to a lack of universally accepted diagnostic criteria [Momtazmanesh et al., 2022]
  • The human/machine variability creates an additional challenge in an efficient automated scoring system [Ranganath et al., 2022]
  • There is a lack of consistency between doctors in grading these images [Momtazmanesh et al., 2022]

 

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