Cornelissen LJ - Search Results

1

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

Olthof AW, Shouche P, Fennema EM, IJpma FFA, Koolstra RHC, Stirler VMA, van Ooijen PMA, Cornelissen LJ. Olthof AW, et al. Among authors: cornelissen lj. Comput Methods Programs Biomed. 2021 Sep;208:106304. doi: 10.1016/j.cmpb.2021.106304. Epub 2021 Jul 23. Comput Methods Programs Biomed. 2021. PMID: 34333208 Free article.

2

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

Olthof AW, van Ooijen PMA, Cornelissen LJ. Olthof AW, et al. Among authors: cornelissen lj. J Med Syst. 2021 Sep 4;45(10):91. doi: 10.1007/s10916-021-01761-4. J Med Syst. 2021. PMID: 34480231 Free PMC article.

3

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

Olthof AW, van Ooijen PM, Cornelissen LJ. Olthof AW, et al. Among authors: cornelissen lj. Health Informatics J. 2022 Oct-Dec;28(4):14604582221131198. doi: 10.1177/14604582221131198. Health Informatics J. 2022. PMID: 36227062 Free article.

4

Using deep learning to safely exclude lesions with only ultrafast breast MRI to shorten acquisition and reading time.

Jing X, Wielema M, Cornelissen LJ, van Gent M, Iwema WM, Zheng S, Sijens PE, Oudkerk M, Dorrius MD, van Ooijen PMA. Jing X, et al. Among authors: cornelissen lj. Eur Radiol. 2022 Dec;32(12):8706-8715. doi: 10.1007/s00330-022-08863-8. Epub 2022 May 26. Eur Radiol. 2022. PMID: 35614363 Free PMC article.

5

Deep convolutional neural networks for multiplanar lung nodule detection: Improvement in small nodule identification.

Zheng S, Cornelissen LJ, Cui X, Jing X, Veldhuis RNJ, Oudkerk M, van Ooijen PMA. Zheng S, et al. Among authors: cornelissen lj. Med Phys. 2021 Feb;48(2):733-744. doi: 10.1002/mp.14648. Epub 2020 Dec 30. Med Phys. 2021. PMID: 33300162 Free PMC article.

6

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.

van den Oever LB, van Veldhuizen WA, Cornelissen LJ, Spoor DS, Willems TP, Kramer G, Stigter T, Rook M, Crijns APG, Oudkerk M, Veldhuis RNJ, de Bock GH, van Ooijen PMA. van den Oever LB, et al. Among authors: cornelissen lj. J Digit Imaging. 2022 Apr;35(2):240-247. doi: 10.1007/s10278-021-00573-9. Epub 2022 Jan 26. J Digit Imaging. 2022. PMID: 35083620 Free PMC article.

7

Deep learning for automated exclusion of cardiac CT examinations negative for coronary artery calcium.

van den Oever LB, Cornelissen L, Vonder M, Xia C, van Bolhuis JN, Vliegenthart R, Veldhuis RNJ, de Bock GH, Oudkerk M, van Ooijen PMA. van den Oever LB, et al. Eur J Radiol. 2020 Aug;129:109114. doi: 10.1016/j.ejrad.2020.109114. Epub 2020 Jun 3. Eur J Radiol. 2020. PMID: 32531719

8

Effects of control temperature, ablation time, and background tissue in radiofrequency ablation of osteoid osteoma: A computer modeling study.

Rivas R, Hijlkema RB, Cornelissen LJ, Kwee TC, Jutte PC, van Ooijen PMA. Rivas R, et al. Among authors: cornelissen lj. Int J Numer Method Biomed Eng. 2021 Sep;37(9):e3512. doi: 10.1002/cnm.3512. Epub 2021 Aug 8. Int J Numer Method Biomed Eng. 2021. PMID: 34313015 Free PMC article.

9

Artificial Intelligence: From Scientific Curiosity to Clinical Precocity?

van Assen M, Cornelissen LJ. van Assen M, et al. Among authors: cornelissen lj. JACC Cardiovasc Imaging. 2020 May;13(5):1172-1174. doi: 10.1016/j.jcmg.2019.09.008. Epub 2019 Nov 13. JACC Cardiovasc Imaging. 2020. PMID: 31734210 Free article. No abstract available.

10

Prediction of Incident Cancers in the Lifelines Population-Based Cohort.

Cortés-Ibañez FO, Nagaraj SB, Cornelissen L, Navis GJ, van der Vegt B, Sidorenkov G, de Bock GH. Cortés-Ibañez FO, et al. Cancers (Basel). 2021 Apr 28;13(9):2133. doi: 10.3390/cancers13092133. Cancers (Basel). 2021. PMID: 33925159 Free PMC article.

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