Allard W. Olthof

Publication Activity (10 Years)

Years Active: 2016-2022
Publications (10 Years): 5

Top Topics

Natural Language Processing

Speech Processing

Top Venues

J. Medical Syst.

Comput. Methods Programs Biomed.

Health Informatics J.

Publications

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) (2022)
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 (2021)
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) (2021)
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) (2020)
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) (2016)