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Automated Assessment of COVID-19 Reporting and Data System and Chest CT Severity Scores in Patients Suspected of Having COVID-19 Using Artificial Intelligence.
Radiology. 2021 Jan;298(1):E18-E28. doi: 10.1148/radiol.2020202439. Epub 2020 Jul 30.
Radiology. 2021.
PMID: 32729810
Free PMC article.
Explainable emphysema detection on chest radiographs with deep learning.
Çallı E, Murphy K, Scholten ET, Schalekamp S, van Ginneken B.
Çallı E, et al.
PLoS One. 2022 Jul 28;17(7):e0267539. doi: 10.1371/journal.pone.0267539. eCollection 2022.
PLoS One. 2022.
PMID: 35900979
Free PMC article.
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Deep learning for chest X-ray analysis: A survey.
Çallı E, Sogancioglu E, van Ginneken B, van Leeuwen KG, Murphy K.
Çallı E, et al.
Med Image Anal. 2021 Aug;72:102125. doi: 10.1016/j.media.2021.102125. Epub 2021 Jun 5.
Med Image Anal. 2021.
PMID: 34171622
Free article.
Review.
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Deep learning with robustness to missing data: A novel approach to the detection of COVID-19.
Çallı E, Murphy K, Kurstjens S, Samson T, Herpers R, Smits H, Rutten M, van Ginneken B.
Çallı E, et al.
PLoS One. 2021 Jul 30;16(7):e0255301. doi: 10.1371/journal.pone.0255301. eCollection 2021.
PLoS One. 2021.
PMID: 34329354
Free PMC article.
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Performance of AI to exclude normal chest radiographs to reduce radiologists' workload.
Schalekamp S, van Leeuwen K, Calli E, Murphy K, Rutten M, Geurts B, Peters-Bax L, van Ginneken B, Prokop M.
Schalekamp S, et al. Among authors: calli e.
Eur Radiol. 2024 May 17. doi: 10.1007/s00330-024-10794-5. Online ahead of print.
Eur Radiol. 2024.
PMID: 38758252
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FRODO: An In-Depth Analysis of a System to Reject Outlier Samples From a Trained Neural Network.
Calli E, Van Ginneken B, Sogancioglu E, Murphy K.
Calli E, et al.
IEEE Trans Med Imaging. 2023 Apr;42(4):971-981. doi: 10.1109/TMI.2022.3221898. Epub 2023 Apr 3.
IEEE Trans Med Imaging. 2023.
PMID: 36374875
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