R01 LM012734/LM/NLM NIH HHS/United States[Grants and Funding] - Search Results

Year	Number of Results
2018	2
2019	4
2020	2
2021	5
2022	2
2023	5
2024	1

1

Data-driven modeling and prediction of blood glucose dynamics: Machine learning applications in type 1 diabetes.

Woldaregay AZ, Årsand E, Walderhaug S, Albers D, Mamykina L, Botsis T, Hartvigsen G. Woldaregay AZ, et al. Artif Intell Med. 2019 Jul;98:109-134. doi: 10.1016/j.artmed.2019.07.007. Epub 2019 Jul 26. Artif Intell Med. 2019. PMID: 31383477 Free article. Review.

2

Personalization and Pragmatism: Pediatric Intracranial Pressure and Cerebral Perfusion Pressure Treatment Thresholds.

Stroh JN, Albers DJ, Bennett TD. Stroh JN, et al. Pediatr Crit Care Med. 2021 Feb 1;22(2):213-216. doi: 10.1097/PCC.0000000000002637. Pediatr Crit Care Med. 2021. PMID: 33528196 Free PMC article. No abstract available.

3

Neural Networks for Mortality Prediction: Ready for Prime Time?

Bennett TD, Russell S, Albers DJ. Bennett TD, et al. Pediatr Crit Care Med. 2021 Jun 1;22(6):578-581. doi: 10.1097/PCC.0000000000002710. Pediatr Crit Care Med. 2021. PMID: 34078844 Free PMC article. No abstract available.

4

Data-Driven Blood Glucose Pattern Classification and Anomalies Detection: Machine-Learning Applications in Type 1 Diabetes.

Woldaregay AZ, Årsand E, Botsis T, Albers D, Mamykina L, Hartvigsen G. Woldaregay AZ, et al. J Med Internet Res. 2019 May 1;21(5):e11030. doi: 10.2196/11030. J Med Internet Res. 2019. PMID: 31042157 Free PMC article. Review.

5

Inferring Insulin Secretion Rate from Sparse Patient Glucose and Insulin Measures.

Abohtyra RM, Chan CL, Albers DJ, Gluckman BJ. Abohtyra RM, et al. Front Physiol. 2022 Aug 3;13:893862. doi: 10.3389/fphys.2022.893862. eCollection 2022. Front Physiol. 2022. PMID: 35991187 Free PMC article.

6

Reduced model for female endocrine dynamics: Validation and functional variations.

Graham EJ, Elhadad N, Albers D. Graham EJ, et al. Math Biosci. 2023 Apr;358:108979. doi: 10.1016/j.mbs.2023.108979. Epub 2023 Feb 13. Math Biosci. 2023. PMID: 36792027

7

Ensemble Kalman Methods With Constraints.

Albers DJ, Blancquart PA, Levine ME, Seylabi EE, Stuart A. Albers DJ, et al. Inverse Probl. 2019;35(9):095007. doi: 10.1088/1361-6420/ab1c09. Epub 2019 Aug 21. Inverse Probl. 2019. PMID: 33223593 Free PMC article.

8

A methodology of phenotyping ICU patients from EHR data: High-fidelity, personalized, and interpretable phenotypes estimation.

Wang Y, Stroh JN, Hripcsak G, Low Wang CC, Bennett TD, Wrobel J, Der Nigoghossian C, Mueller SW, Claassen J, Albers DJ. Wang Y, et al. J Biomed Inform. 2023 Dec;148:104547. doi: 10.1016/j.jbi.2023.104547. Epub 2023 Nov 18. J Biomed Inform. 2023. PMID: 37984547 Free PMC article.

9

Toward Detecting Infection Incidence in People With Type 1 Diabetes Using Self-Recorded Data (Part 1): A Novel Framework for a Personalized Digital Infectious Disease Detection System.

Woldaregay AZ, Launonen IK, Årsand E, Albers D, Holubová A, Hartvigsen G. Woldaregay AZ, et al. J Med Internet Res. 2020 Aug 12;22(8):e18911. doi: 10.2196/18911. J Med Internet Res. 2020. PMID: 32784178 Free PMC article.

10

A simple modeling framework for prediction in the human glucose-insulin system.

Sirlanci M, Levine ME, Low Wang CC, Albers DJ, Stuart AM. Sirlanci M, et al. Chaos. 2023 Jul 1;33(7):073150. doi: 10.1063/5.0146808. Chaos. 2023. PMID: 37486667

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