Bennis F - Search Results

1

Associations of Clinical Characteristics With Sudden Cardiac Arrest in People With Type 2 Diabetes With and Without Cardiovascular Disease: A Longitudinal Case-Control Study Using Routine Primary Care Data.

Harms PP, van Dongen LH, Bennis F, Swart KMA, Hoogendoorn M, Beulens JWJ, Tan HL, Elders PPJM, Blom MT; RESCUED Investigators. Harms PP, et al. Among authors: bennis f. Diabetes Care. 2025 Jan 1;48(1):125-135. doi: 10.2337/dc24-0715. Diabetes Care. 2025. PMID: 39556475

2

Prediction of heart failure 1 year before diagnosis in general practitioner patients using machine learning algorithms: a retrospective case-control study.

Bennis FC, Hoogendoorn M, Aussems C, Korevaar JC. Bennis FC, et al. BMJ Open. 2022 Aug 30;12(8):e060458. doi: 10.1136/bmjopen-2021-060458. BMJ Open. 2022. PMID: 36041765 Free PMC article.

3

Evolution of Clinical Phenotypes of COVID-19 Patients During Intensive Care Treatment: An Unsupervised Machine Learning Analysis.

Siepel S, Dam TA, Fleuren LM, Girbes ARJ, Hoogendoorn M, Thoral PJ, Elbers PWG, Bennis FC; Dutch ICU Data Sharing Collaborators. Siepel S, et al. J Intensive Care Med. 2023 Jul;38(7):612-629. doi: 10.1177/08850666231153393. Epub 2023 Feb 6. J Intensive Care Med. 2023. PMID: 36744415 Free PMC article.

4

The added value of temporal data and the best way to handle it: A use-case for atrial fibrillation using general practitioner data.

Bennis FC, Aussems C, Korevaar JC, Hoogendoorn M. Bennis FC, et al. Comput Biol Med. 2024 Mar;171:108097. doi: 10.1016/j.compbiomed.2024.108097. Epub 2024 Feb 12. Comput Biol Med. 2024. PMID: 38412689 Free article.

5

Detection of primary Sjögren's syndrome in primary care: developing a classification model with the use of routine healthcare data and machine learning.

Dros JT, Bos I, Bennis FC, Wiegersma S, Paget J, Seghieri C, Barrio Cortés J, Verheij RA. Dros JT, et al. BMC Prim Care. 2022 Aug 9;23(1):199. doi: 10.1186/s12875-022-01804-w. BMC Prim Care. 2022. PMID: 35945489 Free PMC article.

6

Early identification of persistent somatic symptoms in primary care: data-driven and theory-driven predictive modelling based on electronic medical records of Dutch general practices.

Kitselaar WM, Büchner FL, van der Vaart R, Sutch SP, Bennis FC, Evers AW, Numans ME. Kitselaar WM, et al. BMJ Open. 2023 May 2;13(5):e066183. doi: 10.1136/bmjopen-2022-066183. BMJ Open. 2023. PMID: 37130660 Free PMC article.

7

Diagnostic stewardship for blood cultures in the emergency department: A multicenter validation and prospective evaluation of a machine learning prediction tool.

Schinkel M, Boerman AW, Bennis FC, Minderhoud TC, Lie M, Peters-Sengers H, Holleman F, Schade RP, de Jonge R, Wiersinga WJ, Nanayakkara PWB. Schinkel M, et al. Among authors: bennis fc. EBioMedicine. 2022 Aug;82:104176. doi: 10.1016/j.ebiom.2022.104176. Epub 2022 Jul 16. EBioMedicine. 2022. PMID: 35853298 Free PMC article.

8

The Use of Deep Learning and Machine Learning on Longitudinal Electronic Health Records for the Early Detection and Prevention of Diseases: Scoping Review.

Swinckels L, Bennis FC, Ziesemer KA, Scheerman JFM, Bijwaard H, de Keijzer A, Bruers JJ. Swinckels L, et al. Among authors: bennis fc. J Med Internet Res. 2024 Aug 20;26:e48320. doi: 10.2196/48320. J Med Internet Res. 2024. PMID: 39163096 Free PMC article. Review.

9

Adoption of Machine Learning in Pharmacometrics: An Overview of Recent Implementations and Their Considerations.

Janssen A, Bennis FC, Mathôt RAA. Janssen A, et al. Pharmaceutics. 2022 Aug 29;14(9):1814. doi: 10.3390/pharmaceutics14091814. Pharmaceutics. 2022. PMID: 36145562 Free PMC article.

10

Improving Prediction of Favourable Outcome After 6 Months in Patients with Severe Traumatic Brain Injury Using Physiological Cerebral Parameters in a Multivariable Logistic Regression Model.

Bennis FC, Teeuwen B, Zeiler FA, Elting JW, van der Naalt J, Bonizzi P, Delhaas T, Aries MJ. Bennis FC, et al. Neurocrit Care. 2020 Oct;33(2):542-551. doi: 10.1007/s12028-020-00930-6. Neurocrit Care. 2020. PMID: 32056131 Free PMC article.

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