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Open Access Dataset and Common Data Model for Pulse Oximeter Performance Data

by Wong, An-Kwok Ian , Behnke, Ella , Fong, Nicholas , Scott, J. Brady , Pirracchio, Romain , Law, Tyler J. , Burnett, Garrett W. , Moore, Kelvin L. , Monk, Ellis P. , Hendrickson, Carolyn M. , Bisegerwa, Ronald , Leeb, Gregory , Martin, Daniel , Lipnick, Michael S. , Conrad, Desireé R. , Almond, Christopher S. , Hooli, Shubhada , Auchus, Isabella , Kopotic, Robert , Ortiz, Lily , Shmuylovich, Leonid , McCollum, Eric D. , Bickler, Philip E. , Elmankabadi, Seif , Feiner, John , Chou, Yu , Zhou, Tianyue

in 692/308 / 692/700 / Acid-base status / Biostatistics / Blood gas analysis / Blood pressure / Carbon dioxide / Clinical trials / Critical care / Data Descriptor / Data models / Datasets / Health disparities / Hemoglobin / Humanities and Social Sciences / Humans / Hypoxia / Informed consent / Laboratories / Medicine / multidisciplinary / Oximetry / Oxygen Saturation / Patients / Pediatrics / Photoplethysmography / Pulse oximetry / Science / Science (multidisciplinary)

2025

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2025

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2025

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Journal Article

Open Access Dataset and Common Data Model for Pulse Oximeter Performance Data

Wong, An-Kwok Ian,

Behnke, Ella,

Fong, Nicholas,

Scott, J. Brady,

Pirracchio, Romain,

Law, Tyler J.,

Burnett, Garrett W.,

Moore, Kelvin L.,

Monk, Ellis P.,

Hendrickson, Carolyn M.,

Bisegerwa, Ronald,

Leeb, Gregory,

Martin, Daniel,

Lipnick, Michael S.,

Conrad, Desireé R.,

Almond, Christopher S.,

Hooli, Shubhada,

Auchus, Isabella,

Kopotic, Robert,

Ortiz, Lily,

Shmuylovich, Leonid,

McCollum, Eric D.,

Bickler, Philip E.,

Elmankabadi, Seif,

Feiner, John,

Chou, Yu,

Zhou, Tianyue

2025

Overview

The OpenOximetry Dataset stores clinical and lab pulse oximetry data. It supports measurements of arterial oxygen saturation (SaO2) by arterial blood gas co-oximetry and pulse oximetry (SpO2), alongside processed and unprocessed photoplethysmography (PPG) data and other metadata. This includes skin color measurements, finger diameter, vital signs (e.g., arterial blood pressure, end-tidal carbon dioxide), and arterial blood gas parameters (e.g., acid-base balance, hemoglobin concentration). All data, from desaturation studies to clinical trials, are collected prospectively to ensure accuracy. A common data model and standardized protocols for consistent archival and interpretation ensure consistent data archival and interpretation. The dataset aims to facilitate research on pulse oximeter performance across diverse human characteristics, addressing performance issues and promoting accurate pulse oximeters. The initial release includes controlled lab desaturation studies (CLDS), with ongoing updates planned as further data from clinical trials and CLDS become available.

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