Ludo J. Cornelissen

According to our database, Ludo J. Cornelissen authored at least 5 papers between 2020 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2022

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.

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

J. Digit. Imaging, 2022

The natural language processing of radiology requests and reports of chest imaging: Comparing five transformer models' multilabel classification and a proof-of-concept study.

Allard W. Olthof, Peter M. A. van Ooijen, Ludo J. Cornelissen

Health Informatics J., 2022

2021

Deep Learning-Based Natural Language Processing in Radiology: The Impact of Report Complexity, Disease Prevalence, Dataset Size, and Algorithm Type on Model Performance.

Allard W. Olthof, Peter M. A. van Ooijen, Ludo J. Cornelissen

J. Medical Syst., 2021

Machine learning based natural language processing of radiology reports in orthopaedic trauma.

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

Comput. Methods Programs Biomed., 2021

2020

Efficient convolutional neural networks for multi-planar lung nodule detection: improvement on small nodule identification.

Sunyi Zheng, Ludo J. Cornelissen, Xiaonan Cui, Xueping Jing, Raymond N. J. Veldhuis, Matthijs Oudkerk, Peter M. A. van Ooijen

CoRR, 2020