Automate, Illuminate, Predict: A Universal Framework for Integrating Wearable Sensors in Healthcare.

O'Brien MK, Hohl K, Lieber RL, Jayaraman A

DOI: 10.1159/000540492
Published: 2024 Jan-Dec
Container: Digital biomarkers
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:10.1159/000540492,
  title = {Automate, Illuminate, Predict: A Universal Framework for Integrating Wearable Sensors in Healthcare.},
  author = {O'Brien MK and Hohl K and Lieber RL and Jayaraman A},
  year = {2024},
  journal = {Digital biomarkers},
  doi = {10.1159/000540492},
  url = {https://doi.org/10.1159/000540492}
}

RIS

TY  - JOUR
TI  - Automate, Illuminate, Predict: A Universal Framework for Integrating Wearable Sensors in Healthcare.
AU  - O'Brien MK
AU  - Hohl K
AU  - Lieber RL
AU  - Jayaraman A
PY  - 2024
JO  - Digital biomarkers
DO  - 10.1159/000540492
UR  - https://doi.org/10.1159/000540492
ER  -

APA

MK, O., K, H., RL, L., & A, J. (2024). Automate, Illuminate, Predict: A Universal Framework for Integrating Wearable Sensors in Healthcare.. Digital biomarkers. https://doi.org/10.1159/000540492

Source records

pubmed · retrieved 2026-09-25T03:21:41.689Z