Machine Learning for Health: Algorithm Auditing & Quality Control.

Oala L, Murchison AG, Balachandran P, Choudhary S, Fehr J, Leite AW, Goldschmidt PG, Johner C, Schörverth EDM, Nakasi R, Meyer M, Cabitza F, Baird P, Prabhu C, Weicken E, Liu X, Wenzel M, Vogler S, Akogo D, Alsalamah S, Kazim E, Koshiyama A, Piechottka S, Macpherson S, Shadforth I, Geierhofer R, Matek C, Krois J, Sanguinetti B, Arentz M, Bielik P, Calderon-Ramirez S, Abbood A, Langer N, Haufe S, Kherif F, Pujari S, Samek W, Wiegand T

Open source

DOI: 10.1007/s10916-021-01783-y
Published: 2021 Nov 2
Container: Journal of medical systems
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:10.1007/s10916-021-01783-y,
  title = {Machine Learning for Health: Algorithm Auditing \& Quality Control.},
  author = {Oala L and Murchison AG and Balachandran P and Choudhary S and Fehr J and Leite AW and Goldschmidt PG and Johner C and Schörverth EDM and Nakasi R and Meyer M and Cabitza F and Baird P and Prabhu C and Weicken E and Liu X and Wenzel M and Vogler S and Akogo D and Alsalamah S and Kazim E and Koshiyama A and Piechottka S and Macpherson S and Shadforth I and Geierhofer R and Matek C and Krois J and Sanguinetti B and Arentz M and Bielik P and Calderon-Ramirez S and Abbood A and Langer N and Haufe S and Kherif F and Pujari S and Samek W and Wiegand T},
  year = {2021},
  journal = {Journal of medical systems},
  doi = {10.1007/s10916-021-01783-y},
  url = {https://doi.org/10.1007/s10916-021-01783-y}
}

RIS

TY  - JOUR
TI  - Machine Learning for Health: Algorithm Auditing & Quality Control.
AU  - Oala L
AU  - Murchison AG
AU  - Balachandran P
AU  - Choudhary S
AU  - Fehr J
AU  - Leite AW
AU  - Goldschmidt PG
AU  - Johner C
AU  - Schörverth EDM
AU  - Nakasi R
AU  - Meyer M
AU  - Cabitza F
AU  - Baird P
AU  - Prabhu C
AU  - Weicken E
AU  - Liu X
AU  - Wenzel M
AU  - Vogler S
AU  - Akogo D
AU  - Alsalamah S
AU  - Kazim E
AU  - Koshiyama A
AU  - Piechottka S
AU  - Macpherson S
AU  - Shadforth I
AU  - Geierhofer R
AU  - Matek C
AU  - Krois J
AU  - Sanguinetti B
AU  - Arentz M
AU  - Bielik P
AU  - Calderon-Ramirez S
AU  - Abbood A
AU  - Langer N
AU  - Haufe S
AU  - Kherif F
AU  - Pujari S
AU  - Samek W
AU  - Wiegand T
PY  - 2021
JO  - Journal of medical systems
DO  - 10.1007/s10916-021-01783-y
UR  - https://doi.org/10.1007/s10916-021-01783-y
ER  -

APA

L, O., AG, M., P, B., S, C., J, F., AW, L., PG, G., C, J., EDM, S., R, N., M, M., F, C., P, B., C, P., E, W., X, L., M, W., S, V., D, A., S, A., E, K., A, K., S, P., S, M., I, S., R, G., C, M., J, K., B, S., M, A., P, B., S, C., A, A., N, L., S, H., F, K., S, P., W, S., & T, W. (2021). Machine Learning for Health: Algorithm Auditing & Quality Control.. Journal of medical systems. https://doi.org/10.1007/s10916-021-01783-y

Source records

pubmed · retrieved 2026-09-26T02:22:44.702Z
europe-pmc · retrieved 2026-09-26T02:22:44.711Z