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This work makes publicly available a dataset that contains the curated entries of blood glucose readings and administered insulin on a per-patient basis during ICU admissions in the Medical Information Mart for Intensive Care (MIMIC-III) database version 1.4. Also, the present study details the data curation process used to extract and match glucose values to insulin therapy. The curation process includes the creation of glucose-insulin pairing rules according to clinical expert-defined physiologic and pharmacologic parameters. Through this approach, it was possible to align nearly 76% of insulin events to a preceding blood glucose reading for nearly 9,600 critically ill patients. This work has the potential to reveal trends in real-world practice for the management of blood glucose. This data extraction and processing serve as a framework for future studies of glucose and insulin in the intensive care unit.<\/jats:p>","DOI":"10.1038\/s41597-021-00864-4","type":"journal-article","created":{"date-parts":[[2021,3,10]],"date-time":"2021-03-10T11:03:12Z","timestamp":1615374192000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":15,"title":["Data-driven curation process for describing the blood glucose management in the intensive care unit"],"prefix":"10.1038","volume":"8","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-4324-7890","authenticated-orcid":false,"given":"Aldo","family":"Robles Ar\u00e9valo","sequence":"first","affiliation":[]},{"given":"Jason H.","family":"Maley","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9193-7656","authenticated-orcid":false,"given":"Lawrence","family":"Baker","sequence":"additional","affiliation":[]},{"given":"Susana M.","family":"da\u00a0Silva Vieira","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8030-4746","authenticated-orcid":false,"given":"Jo\u00e3o M.","family":"da\u00a0Costa Sousa","sequence":"additional","affiliation":[]},{"given":"Stan","family":"Finkelstein","sequence":"additional","affiliation":[]},{"given":"Roselyn","family":"Mateo-Collado","sequence":"additional","affiliation":[]},{"given":"Jesse D.","family":"Raffa","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6712-6626","authenticated-orcid":false,"given":"Leo Anthony","family":"Celi","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8106-1048","authenticated-orcid":false,"suffix":"III","given":"Francis","family":"DeMichele","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2021,3,10]]},"reference":[{"key":"864_CR1","doi-asserted-by":"publisher","first-page":"2626","DOI":"10.1161\/01.CIR.99.20.2626","volume":"99","author":"K Malmberg","year":"1999","unstructured":"Malmberg, K., Norhammar, A., Wedel, H. & Ryde\u0301n, L. 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