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1Copyright © 2017, Saama Technologies
Who’s Keeping Score?
A Quantitative Approach to Trial Feasibility
Luke Stewart
Director, Product Management
April 25, 2017
2Copyright © 2017, Saama Technologies
Trial Feasibility and Site Selection: A Losing Battle…?
3Copyright © 2017, Saama Technologies
Who’s Keeping Score?
4Copyright © 2017, Saama Technologies
Close Loop on Actual Performance vs Projected Scoring
Attributes of Approach
• Sponsor-driven
• Systematic scoring
• Learning over time
Early Protocol Feasibility Site Feasibility Study Startup Study Execution
0 months-18 months -6 months 12+ months
Scoring
i.e., Protocol Amendmentsi.e., Site Surveys i.e., Site Screening Rate
5Copyright © 2017, Saama Technologies
Predictive Example
PREDICTING PATIENT
ENROLLMENT USING MACHINE
LEARNING AND ARTIFICIAL
INTELIGENCE:
• Previous participation in clinical
trials
• Disease / Therapeutic area
• Proximity to site
• Study complexity
• Demographic information
• Socio-economic status
PREDICTING SITE PERFORMANCE
USING MACHINE LEARNING AND
ARTIFICIAL INTELIGENCE:
• Previous terminated studies at the site
• Screen failure rate
• Study complexity
• Number of patients matching
inclusion/exclusion criteria within close
proximity (25 miles) of site
• Socioeconomic status of eligible
patients in close proximity of site
• Disease / TA
• Staffing and facility information
6Copyright © 2017, Saama Technologies
Call to Action
Visit us at Booth 16
– Share your thoughts and
stories
– See demo
Start Keeping Score
Who's Keeping Score? A Quantitative Approach to Trial Feasibility

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Who's Keeping Score? A Quantitative Approach to Trial Feasibility

  • 1. 1Copyright © 2017, Saama Technologies Who’s Keeping Score? A Quantitative Approach to Trial Feasibility Luke Stewart Director, Product Management April 25, 2017
  • 2. 2Copyright © 2017, Saama Technologies Trial Feasibility and Site Selection: A Losing Battle…?
  • 3. 3Copyright © 2017, Saama Technologies Who’s Keeping Score?
  • 4. 4Copyright © 2017, Saama Technologies Close Loop on Actual Performance vs Projected Scoring Attributes of Approach • Sponsor-driven • Systematic scoring • Learning over time Early Protocol Feasibility Site Feasibility Study Startup Study Execution 0 months-18 months -6 months 12+ months Scoring i.e., Protocol Amendmentsi.e., Site Surveys i.e., Site Screening Rate
  • 5. 5Copyright © 2017, Saama Technologies Predictive Example PREDICTING PATIENT ENROLLMENT USING MACHINE LEARNING AND ARTIFICIAL INTELIGENCE: • Previous participation in clinical trials • Disease / Therapeutic area • Proximity to site • Study complexity • Demographic information • Socio-economic status PREDICTING SITE PERFORMANCE USING MACHINE LEARNING AND ARTIFICIAL INTELIGENCE: • Previous terminated studies at the site • Screen failure rate • Study complexity • Number of patients matching inclusion/exclusion criteria within close proximity (25 miles) of site • Socioeconomic status of eligible patients in close proximity of site • Disease / TA • Staffing and facility information
  • 6. 6Copyright © 2017, Saama Technologies Call to Action Visit us at Booth 16 – Share your thoughts and stories – See demo Start Keeping Score

Notes de l'éditeur

  1. So many stats… Preaching to the choir; we all know this Committed to improve patient experience: at least present opportunity to join trial that may help them soon; get therapy to market sooner to address indication Cost factor Patient centricity [graph with historical nature of problem]
  2. When feel losing, don’t keep score. Important to keep score like a scrimmage/pre-season so can assess and improve. Ex. Learning golf Who’s Keeping Score
  3. Feedback Loop – Assess Actual vs Projected Trial/Site Performance Inclusion/Exclusion Criteria evaluation As get more real-time info then can have higher confidence of the enrollment performance of your study/site; goal is to know this earlier so can avoid site abandonment and instead focus resources on sites with highest potential Benefits of this approach Systematic (limits bias of PI and CRO) Institutionalizes lessons learned about studies/protocols