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Journal Articles
- 2024
[j4]Egill A. Fridgeirsson
, Ross D. Williams, Peter R. Rijnbeek, Marc A. Suchard, Jenna Marie Reps:
Comparing penalization methods for linear models on large observational health data. J. Am. Medical Informatics Assoc. 31(7): 1514-1521 (2024)- 2022
- [j3]Cynthia Yang, Jan A. Kors, Solomon Ioannou, Luis H. John, Aniek F. Markus, Alexandros Rekkas, Maria A. J. de Ridder, Tom M. Seinen, Ross D. Williams, Peter R. Rijnbeek:
Trends in the conduct and reporting of clinical prediction model development and validation: a systematic review. J. Am. Medical Informatics Assoc. 29(5): 983-989 (2022) - [j2]Tom M. Seinen, Egill A. Fridgeirsson, Solomon Ioannou, Daniel Jeannetot, Luis H. John, Jan A. Kors, Aniek F. Markus, Victor Pera, Alexandros Rekkas, Ross D. Williams, Cynthia Yang, Erik M. van Mulligen, Peter R. Rijnbeek:
Use of unstructured text in prognostic clinical prediction models: a systematic review. J. Am. Medical Informatics Assoc. 29(7): 1292-1302 (2022) - [j1]Jenna Marie Reps, Ross D. Williams, Martijn J. Schuemie, Patrick B. Ryan, Peter R. Rijnbeek:
Learning patient-level prediction models across multiple healthcare databases: evaluation of ensembles for increasing model transportability. BMC Medical Informatics Decis. Mak. 22(1): 142 (2022)
Conference and Workshop Papers
- 2023
- [c3]Martijn J. Schuemie, Jenna Reps, Adam Black, Frank J. DeFalco, Lee Evans, Egill A. Fridgeirsson, James P. Gilbert, Chris Knoll, Martin Lavallee, Gowtham A. Rao, Peter R. Rijnbeek, Katy Sadowski, Anthony G. Sena, Joel N. Swerdel, Ross D. Williams, Marc A. Suchard:
Health-Analytics Data to Evidence Suite (HADES): Open-Source Software for Observational Research. MedInfo 2023: 966-970 - [c2]Cynthia Yang, Egill A. Fridgeirsson, Jan A. Kors, Jenna Marie Reps, Peter R. Rijnbeek, Jenna Wong, Ross D. Williams:
Does Using a Stacking Ensemble Method to Combine Multiple Base Learners Within a Database Improve Model Transportability? MIE 2023: 129-130 - [c1]Ross D. Williams, Sicco den Otter, Jenna Marie Reps, Peter R. Rijnbeek:
The DELPHI Library: Improving Model Validation, Transparency and Dissemination Through a Centralised Library of Prediction Models. MIE 2023: 139-140
Coauthor Index
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