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Ludo J. Cornelissen
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Journal Articles
- 2022
- [j4]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) - [j3]L. B. van den Oever
, W. A. van Veldhuizen
, Ludo J. Cornelissen, D. S. Spoor, Tineke P. Willems, G. Kramer, T. Stigter, Mieneke Rook, A. P. G. Crijns, Matthijs Oudkerk, Raymond N. J. Veldhuis, Geertruida H. de Bock
, Peter M. A. van Ooijen
:
Qualitative Evaluation of Common Quantitative Metrics for Clinical Acceptance of Automatic Segmentation: a Case Study on Heart Contouring from CT Images by Deep Learning Algorithms. J. Digit. Imaging 35(2): 240-247 (2022) - 2021
- [j2]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) - [j1]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)
Informal and Other Publications
- 2020
- [i1]Sunyi Zheng, Ludo J. Cornelissen, Xiaonan Cui, Xueping Jing, Raymond N. J. Veldhuis, Matthijs Oudkerk, Peter M. A. van Ooijen:
Efficient convolutional neural networks for multi-planar lung nodule detection: improvement on small nodule identification. CoRR abs/2001.04537 (2020)
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