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Algorithmic benchmark modulation: A novel method to develop success rates for clinical studies.

Bart Ja WilligersSridevi NagarajanSerban GhiorghuiPatrick DarkenSimon Lennard
Published in: Clinical trials (London, England) (2023)
The Probability of Technical Success modulation algorithm addresses several concerns generally associated with assurance calculations or benchmark without modulation: selection biases, situations where little relevant prior data are available and the difficulty to model many factors affecting study outcomes. As opposed to using industry benchmarks, the Probability of Technical Success modulation algorithm allows to accommodate project-specific considerations.
Keyphrases
  • machine learning
  • deep learning
  • molecular dynamics
  • type diabetes
  • big data
  • adipose tissue
  • skeletal muscle
  • neural network