Federated learning and Data Lakehouse for healthcare analytics: a knowledge transfer initiative between Germany and Tunisia.

Taieb MAH, Merdassi M, Tlili A, Bouri MA, Abdallah MB, Gnuito D, Turki H, Kammoun MH, Ouerda Z, Jaberansary M, Schultz B, Tang FK, Koumpis A, Aouicha MB, Beyan O

Open source

DOI: 10.3389/fmed.2026.1759016
Published: 2026
Container: Frontiers in medicine
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. Source: Crossref; license: CC0 metadata
cautionDOI resolves: No matching Crossref record was present in this response. Source: Crossref; license: CC0 metadata
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. Source: DOAJ; license: CC0
not scoredMEDLINE indexed: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredOpenAlex core source: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredKnown publisher allow-list: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredROR affiliation: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredRetraction Watch retraction: No retraction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
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. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch correction: No correction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch reinstatement: No reinstatement notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
supportingOpen access status: Normalized open-access status: open. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
not scoredPublication license: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredPublication version: A publication version was supplied but is not scored. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
cautionMetadata completeness: 5 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer

Cite this work

BibTeX

@article{allodium:10.3389/fmed.2026.1759016,
  title = {Federated learning and Data Lakehouse for healthcare analytics: a knowledge transfer initiative between Germany and Tunisia.},
  author = {Taieb MAH and Merdassi M and Tlili A and Bouri MA and Abdallah MB and Gnuito D and Turki H and Kammoun MH and Ouerda Z and Jaberansary M and Schultz B and Tang FK and Koumpis A and Aouicha MB and Beyan O},
  year = {2026},
  journal = {Frontiers in medicine},
  doi = {10.3389/fmed.2026.1759016},
  url = {https://doi.org/10.3389/fmed.2026.1759016}
}

RIS

TY  - JOUR
TI  - Federated learning and Data Lakehouse for healthcare analytics: a knowledge transfer initiative between Germany and Tunisia.
AU  - Taieb MAH
AU  - Merdassi M
AU  - Tlili A
AU  - Bouri MA
AU  - Abdallah MB
AU  - Gnuito D
AU  - Turki H
AU  - Kammoun MH
AU  - Ouerda Z
AU  - Jaberansary M
AU  - Schultz B
AU  - Tang FK
AU  - Koumpis A
AU  - Aouicha MB
AU  - Beyan O
PY  - 2026
JO  - Frontiers in medicine
DO  - 10.3389/fmed.2026.1759016
UR  - https://doi.org/10.3389/fmed.2026.1759016
ER  -

APA

MAH, T., M, M., A, T., MA, B., MB, A., D, G., H, T., MH, K., Z, O., M, J., B, S., FK, T., A, K., MB, A., & O, B. (2026). Federated learning and Data Lakehouse for healthcare analytics: a knowledge transfer initiative between Germany and Tunisia.. Frontiers in medicine. https://doi.org/10.3389/fmed.2026.1759016

Source records

pubmed · retrieved 2026-09-25T05:50:13.657Z