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Updated: Jun 18, 2026

Closed-Loop Neurostimulation for Biomarker-Driven, Personalized Treatment of Major Depressive Disorder
Published on: July 7, 2023
Evaluating major depressive episodes through the algorithmically structured systematic exploration of subject's state
S Stoleru1, C Kosmadakis, O Coudert
1Inserm, U669, Université Paris XI and Université Paris V René Descartes, Paris, France. serge.stoleru@inserm.fr
Background/Aims:
Whereas instruments are available to diagnose depression and to rate its severity, there is a lack of instruments to assess the phenomenology of depression, i.e. a set of mental phenomena that constitute subjective experience. The Algorithmically Structured Systematic Exploration of Subject's State of Mind (Assess_Mind) is based on open questions asked via a structured algorithm. Here, we evaluated its reliability and its validity to assess the phenomenology of major depressive episodes.
Methods:
Scales were constructed to evaluate various aspects of major depressive episodes, and an Assess_Mind score was derived from these scales. Thirty-five patients presenting a major depressive episode were assessed with the Hamilton Depression Rating Scale, Clinical Global Impressions (CGI) scale, Beck Depression Inventory and Symptom Checklist-90R. Two series of assessments were conducted, separated by 3 weeks.
Results:
Interrater reliability was good to excellent and test-retest reliability was acceptable. Whereas construct validity was poor at the first time point (first day of the patient's inclusion), it was adequate for the second day and 3 weeks later. The change in the Assess_Mind score predicted the change in the CGI rating as well as the other instruments did. These results should be confirmed in larger samples.
Conclusion:
The Assess_Mind provided a useful assessment of the phenomenology of depression and of the course of major depressive episodes.
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