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Journal Articles
- 2022
[j5]Allard W. Olthof
, Peter M. A. van Ooijen, Ludo J. Cornelissen:
The natural language processing of radiology requests and reports of chest imaging: Comparing five transformer models' multilabel classification and a proof-of-concept study. Health Informatics J. 28(4): 146045822211311 (2022)- 2021
- [j4]Allard W. Olthof, P. Shouche, E. M. Fennema, F. F. A. IJpma, R. H. C. Koolstra, V. M. A. Stirler, Peter M. A. van Ooijen, Ludo J. Cornelissen:
Machine learning based natural language processing of radiology reports in orthopaedic trauma. Comput. Methods Programs Biomed. 208: 106304 (2021) - [j3]Allard W. Olthof, Peter M. A. van Ooijen, Ludo J. Cornelissen:
Deep Learning-Based Natural Language Processing in Radiology: The Impact of Report Complexity, Disease Prevalence, Dataset Size, and Algorithm Type on Model Performance. J. Medical Syst. 45(10): 91 (2021) - 2020
- [j2]Allard W. Olthof, Anne L. M. Leusveld, Jan Cees de Groot, Petra M. C. Callenbach, Peter M. A. van Ooijen:
Contextual Structured Reporting in Radiology: Implementation and Long-Term Evaluation in Improving the Communication of Critical Findings. J. Medical Syst. 44(9): 148 (2020) - 2016
- [j1]Allard W. Olthof, Peter M. A. van Ooijen:
Implementation and Validation of PACS Integrated Peer Review for Discrepancy Recording of Radiology Reporting. J. Medical Syst. 40(9): 193:1-193:9 (2016)
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