Systematic review of AI/ML applications in multi-domain robotic rehabilitation: trends, gaps, and future directions.
- DOI
- 10.1186/s12984-025-01605-z
- Published
- 2025 Apr 9
- Container
- Journal of neuroengineering and rehabilitation
- Publisher
- Not recorded
- Open access
- yes
Credibility signals
limited evidence Score 45/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.
Show all credibility signals
- cautionDOI registered: No matching Crossref record was present in this response.
- cautionDOI resolves: No matching Crossref record was present in this response.
- not scoredDirectory of Open Access Journals: No matching DOAJ record was present in this response. No allow-list match; this is not evidence of low credibility.
- not scoredMEDLINE indexed: Not checked or no result supplied; no credibility inference made.
- not scoredOpenAlex core source: Not checked or no result supplied; no credibility inference made.
- not scoredKnown publisher allow-list: Not checked or no result supplied; no credibility inference made.
- not scoredROR affiliation: Not checked or no result supplied; no credibility inference made.
- not scoredRetraction Watch retraction: No retraction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- not scoredRetraction Watch expression of concern: No expression of concern notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- not scoredRetraction Watch correction: No correction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- not scoredRetraction Watch reinstatement: No reinstatement notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- supportingOpen access status: Normalized open-access status: open.
- not scoredPublication license: Not checked or no result supplied; no credibility inference made.
- not scoredPublication version: A publication version was supplied but is not scored.
- cautionMetadata completeness: 5 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty.
Cite this work
BibTeX
@article{allodium:10.1186/s12984-025-01605-z,
title = {Systematic review of AI/ML applications in multi-domain robotic rehabilitation: trends, gaps, and future directions.},
author = {Nicora G and Pe S and Santangelo G and Billeci L and Aprile IG and Germanotta M and Bellazzi R and Parimbelli E and Quaglini S},
year = {2025},
journal = {Journal of neuroengineering and rehabilitation},
doi = {10.1186/s12984-025-01605-z},
url = {https://doi.org/10.1186/s12984-025-01605-z}
}RIS
TY - JOUR TI - Systematic review of AI/ML applications in multi-domain robotic rehabilitation: trends, gaps, and future directions. AU - Nicora G AU - Pe S AU - Santangelo G AU - Billeci L AU - Aprile IG AU - Germanotta M AU - Bellazzi R AU - Parimbelli E AU - Quaglini S PY - 2025 JO - Journal of neuroengineering and rehabilitation DO - 10.1186/s12984-025-01605-z UR - https://doi.org/10.1186/s12984-025-01605-z ER -
APA
G, N., S, P., G, S., L, B., IG, A., M, G., R, B., E, P., & S, Q. (2025). Systematic review of AI/ML applications in multi-domain robotic rehabilitation: trends, gaps, and future directions.. Journal of neuroengineering and rehabilitation. https://doi.org/10.1186/s12984-025-01605-z
Source records
- pubmed · retrieved 2026-11-10T17:59:18.614Z