Augmenting neurocounseling in addiction recovery with intelligent systems: a roadmap for research and practice - Summary - MDSpire

Augmenting neurocounseling in addiction recovery with intelligent systems: a roadmap for research and practice

  • By

  • Christopher Ashton

  • Denise Duffie

  • June 10, 2026

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Objective:

Revise to include direct attribution to the source material.

Approach:
    Key Findings:
    • Include direct references to the source for each finding.
    Interpretation:

    Remove unsupported conclusions and ensure statements are directly sourced.

    Limitations:
    • Link limitations directly to the source material.
    Conclusion:

    Omit unsupported claims about potential improvements unless directly supported by the source.

Original Source(s)

Augmenting neurocounseling in addiction recovery with intelligent systems: a roadmap for research and practice

  • by Christopher Ashton, Denise Duffie

  • June 10, 2026

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