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Standardizing Attention Process Training-III for a Multisite Clinical Trial of Neuromodulation.

Jessica D RichardsonHoney I HubbardSarah Grace DaltonSloan DavidsonTiana MapleTyler B SmithMo ChenRebecca HiltnerThomas JonesAndrew R MayerOrrin MyersCassandra NelsonSarah Pirio-RichardsonCidney Robertson-BentaScott R SponheimJoel UpstonLindsay WorthNicholas DavenportDavin K Quinn
Published in: Military medicine (2024)
We have highlighted some of the major gray areas of APT-III administration so that fellow researchers can understand the need to take similar steps in clinical trials using APT-III. We provide examples of our standardization process and resultant rules and materials. Our algorithm, based on prior studies using the APT-III and our own iterative adjustments, allows for adjustment of the difficulty and speed of the training tasks (but within certain parameters) in order to achieve the best balance between individualization and consistency across participants and sites. We provide an example of a workflow and reporting process for future studies.
Keyphrases
  • clinical trial
  • working memory
  • machine learning
  • phase ii
  • case control
  • emergency department
  • deep learning
  • study protocol
  • adverse drug
  • electronic health record
  • phase iii
  • neural network