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Xinran Xu edited this page Dec 18, 2024 · 61 revisions

Awesome-CGM

Datasets

Below is a table of CGM datasets with the links. Click the name of a data set for a link to download the CGM data, pre-processing scripts, and covariate information, as well as any additional dataset-specific use agreements.

Data Set Sample Size Diabetes type Population Group CGM Device Duration
Aleppo (2017) 225 Type 1 Adults (25-40) Dexcom G4 6 months (visits every 3 weeks)
Anderson (2016) 30 (Phase1)
14 (Phase2)
Type 1 Adult (18+) Dexcom G4 Platinum 6-9 weeks
(Phase 1)
20+ weeks
(Phase 2)
Broll (2021) 5 Type 2 Adults Dexcom G4 Varies
Brown (2019) 168 Type 1 Children and adults (14+) Dexcom G6 & t:Slim X2 with Control-IQ Technology 6 months
Buckingham (2007) 60 Type 1 Children (3-17) FreeStyle Navigator 13 Weeks
Chase (2005) 200 Type 1 Children (7-18) Medtronic CGMS
& Cygnus GlucoWatch G2 Biographer (GWB)
6 months
Colas (2019) 208 (17) Healthy & Type 2 Adults (18+) iPro Varies
Dubosson (2018) 9 Type 1 Adults (18+) iPro 2 Professional CGM 4 days
Hall (2018) 57 Healthy & Pre-diabetes Adults (18+) Dexcom G4 Varies
Lynch (2022) 90 Type 1 Adults and children (6-71 years) Dexcom G6 13 weeks
Marling (2020) 12 Type 1 Adults (18+) Medtronic Enlite CGM 8 weeks
Shah (2019) 168 Healthy Mixed (6 years and older) Dexcom G6 Varies
Tamborlane (2008) 451 Type 1 Mixed (Age 8+) FreeStyle Navigator
& Dexcom SEVEN
& Medtronic Paradigm
6 months
Tsalikian (2005) 50 Type 1 Children (10-18) OneTouch Ultra Meter 48 hours
Weinstock (2016) 200 Type 1 Older Adults (60+) Dexcom SEVEN PLUS 14 days
Wadwa (2023) 102 Type 1 Young children (ages 2–6) Dexcom G6 13 weeks
Åm (2018) 12 Healthy Pigs FreeStyle Libre Abbot Healthcare 8 hours

Simulators

Below is a table of simulators. Click on the link to see a link to the simulator, use agreements, and any notes.

Creator
Lehman (2011)
Xie (2018)
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