Schut MC - Search Results

1

Development and evaluation of regression tree models for predicting in-hospital mortality of a national registry of COVID-19 patients over six pandemic surges.

Schut MC, Dongelmans DA, de Lange DW, Brinkman S; Dutch COVID-19 Research Consortium; de Keizer NF, Abu-Hanna A. Schut MC, et al. BMC Med Inform Decis Mak. 2024 Jan 2;24(1):7. doi: 10.1186/s12911-023-02401-2. BMC Med Inform Decis Mak. 2024. PMID: 38166918 Free PMC article.

2

Impact of Altering Data Granularity Levels on Predictive Modelling: A Case Study of Fall Risk Prediction in Older Persons.

Dormosh N, Abu-Hanna A, van der Velde N, Schut M. Dormosh N, et al. Stud Health Technol Inform. 2020 Jun 16;270:257-261. doi: 10.3233/SHTI200162. Stud Health Technol Inform. 2020. PMID: 32570386

3

Explaining heterogeneity of individual treatment causal effects by subgroup discovery: An observational case study in antibiotics treatment of acute rhino-sinusitis.

Qi W, Abu-Hanna A, van Esch TEM, de Beurs D, Liu Y, Flinterman LE, Schut MC. Qi W, et al. Among authors: schut mc. Artif Intell Med. 2021 Jun;116:102080. doi: 10.1016/j.artmed.2021.102080. Epub 2021 Apr 22. Artif Intell Med. 2021. PMID: 34020753 Free article.

4

Interpretable and Continuous Prediction of Acute Kidney Injury in the Intensive Care.

Vagliano I, Lvova O, Schut MC. Vagliano I, et al. Among authors: schut mc. Stud Health Technol Inform. 2021 May 27;281:103-107. doi: 10.3233/SHTI210129. Stud Health Technol Inform. 2021. PMID: 34042714

5

A Propensity Score Matched Approach to Assess the Associations of Commonly Prescribed Medications with Fall Risk in a Large Harmonized Cohort of Older Ambulatory Persons.

Seppala LJ, van de Loo B, Schut M, van Schoor NM, Stricker BH, Kenny RA, Moriarty F, de Groot LCPGM, Denkinger M, Rothenbacher D, van der Velde N, Abu-Hanna A. Seppala LJ, et al. Drugs Aging. 2021 Sep;38(9):797-805. doi: 10.1007/s40266-021-00876-0. Epub 2021 Jul 5. Drugs Aging. 2021. PMID: 34224104 Free PMC article.

6

Development of a prediction model for foot ulcer recurrence in people with diabetes using easy-to-obtain clinical variables.

Aan de Stegge WB, Schut MC, Abu-Hanna A, van Baal JG, van Netten JJ, Bus SA. Aan de Stegge WB, et al. Among authors: schut mc. BMJ Open Diabetes Res Care. 2021 Jul;9(1):e002257. doi: 10.1136/bmjdrc-2021-002257. BMJ Open Diabetes Res Care. 2021. PMID: 34301678 Free PMC article.

7

Development and Internal Validation of a Risk Prediction Model for Falls Among Older People Using Primary Care Electronic Health Records.

Dormosh N, Schut MC, Heymans MW, van der Velde N, Abu-Hanna A. Dormosh N, et al. Among authors: schut mc. J Gerontol A Biol Sci Med Sci. 2022 Jul 5;77(7):1438-1445. doi: 10.1093/gerona/glab311. J Gerontol A Biol Sci Med Sci. 2022. PMID: 34637510 Free PMC article.

8

Machine Learning, Clinical Notes and Knowledge Graphs for Early Prediction of Acute Kidney Injury in the Intensive Care.

Vagliano I, Hsu WH, Schut MC. Vagliano I, et al. Among authors: schut mc. Stud Health Technol Inform. 2022 Jan 14;289:329-332. doi: 10.3233/SHTI210926. Stud Health Technol Inform. 2022. PMID: 35062159

9

Can we reliably automate clinical prognostic modelling? A retrospective cohort study for ICU triage prediction of in-hospital mortality of COVID-19 patients in the Netherlands.

Vagliano I, Brinkman S, Abu-Hanna A, Arbous MS, Dongelmans DA, Elbers PWG, de Lange DW, van der Schaar M, de Keizer NF, Schut MC; Dutch COVID-19 Research Consortium. Vagliano I, et al. Among authors: schut mc. Int J Med Inform. 2022 Apr;160:104688. doi: 10.1016/j.ijmedinf.2022.104688. Epub 2022 Jan 22. Int J Med Inform. 2022. PMID: 35114522 Free PMC article.

10

Identifying prognostic factors for clinical outcomes and costs in four high-volume surgical treatments using routinely collected hospital data.

Salet N, Stangenberger VA, Eijkenaar F, Schut FT, Schut MC, Bremmer RH, Abu-Hanna A. Salet N, et al. Among authors: schut mc, schut ft. Sci Rep. 2022 Apr 7;12(1):5902. doi: 10.1038/s41598-022-09972-6. Sci Rep. 2022. PMID: 35393507 Free PMC article.

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