A feasibility open-label clinical trial utilizing second-generation artificial intelligence based on the constrained-disorder principle in patients with Parkinson's disease

The results of this feasibility trial provide preliminary, hypothesis-generating evidence that CDP-based second-generation AI-driven personalized Levodopa dosing regimens may be technically feasible and potentially associated with clinical improvements in PD patients. However, the open-label design, small sample size, and absence of control conditions necessitate cautious interpretation. Adequately powered, randomized, double-masked controlled trials are needed to confirm these findings and rigorously evaluate efficacy and long-term effects.

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Publication Details

Journal
IBRO Neuroscience Reports
Published
2026-02-26
DOI
https://doi.org/10.1016/j.ibneur.2026.02.019
Primary Topic
Machine Learning in Healthcare
Type
article
Field-Weighted Citation Impact
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article

A feasibility open-label clinical trial utilizing second-generation artificial intelligence based on the constrained-disorder principle in patients with Parkinson's disease

Hillel S. Lehmann, Henny Azmanov, Noa Hurvitz, Samuel Agus et al.
IBRO Neuroscience Reports
Machine Learning in Healthcare
article

A feasibility open-label clinical trial utilizing second-generation artificial intelligence based on the constrained-disorder principle in patients with Parkinson's disease

Hillel S. Lehmann, Henny Azmanov, Noa Hurvitz, Samuel Agus, David Arkadir, Yaron Ilan, Yoav Hershkovitz, Marc Berg
article en

Abstract

The results of this feasibility trial provide preliminary, hypothesis-generating evidence that CDP-based second-generation AI-driven personalized Levodopa dosing regimens may be technically feasible and potentially associated with clinical improvements in PD patients. However, the open-label design, small sample size, and absence of control conditions necessitate cautious interpretation. Adequately powered, randomized, double-masked controlled trials are needed to confirm these findings and rigorously evaluate efficacy and long-term effects.

IBRO Neuroscience ReportsVol. 20
Palo Alto University (US), Hadassah Medical Center (IL), Anderson University - South Carolina (US), Stanford University (US)
Openalex Percentile: Top 45%
Machine Learning in Healthcare
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