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Weakly supervised object detection with 2D and 3D regression neural networks.
Med Image Anal. 2020 Oct;65:101767. doi: 10.1016/j.media.2020.101767. Epub 2020 Jun 30.
Med Image Anal. 2020.
PMID: 32674042
Free article.
Enlarged perivascular spaces in brain MRI: Automated quantification in four regions.
Dubost F, Yilmaz P, Adams H, Bortsova G, Ikram MA, Niessen W, Vernooij M, de Bruijne M.
Dubost F, et al. Among authors: bortsova g.
Neuroimage. 2019 Jan 15;185:534-544. doi: 10.1016/j.neuroimage.2018.10.026. Epub 2018 Oct 13.
Neuroimage. 2019.
PMID: 30326293
Free article.
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3D regression neural network for the quantification of enlarged perivascular spaces in brain MRI.
Dubost F, Adams H, Bortsova G, Ikram MA, Niessen W, Vernooij M, de Bruijne M.
Dubost F, et al. Among authors: bortsova g.
Med Image Anal. 2019 Jan;51:89-100. doi: 10.1016/j.media.2018.10.008. Epub 2018 Oct 26.
Med Image Anal. 2019.
PMID: 30390514
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Adversarial attack vulnerability of medical image analysis systems: Unexplored factors.
Bortsova G, González-Gonzalo C, Wetstein SC, Dubost F, Katramados I, Hogeweg L, Liefers B, van Ginneken B, Pluim JPW, Veta M, Sánchez CI, de Bruijne M.
Bortsova G, et al.
Med Image Anal. 2021 Oct;73:102141. doi: 10.1016/j.media.2021.102141. Epub 2021 Jun 18.
Med Image Anal. 2021.
PMID: 34246850
Free article.
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Automated Segmentation and Volume Measurement of Intracranial Internal Carotid Artery Calcification at Noncontrast CT.
Bortsova G, Bos D, Dubost F, Vernooij MW, Ikram MK, van Tulder G, de Bruijne M.
Bortsova G, et al.
Radiol Artif Intell. 2021 Jun 30;3(5):e200226. doi: 10.1148/ryai.2021200226. eCollection 2021 Sep.
Radiol Artif Intell. 2021.
PMID: 34617024
Free PMC article.
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Classification of Volumetric Images Using Multi-Instance Learning and Extreme Value Theorem.
Tennakoon R, Bortsova G, Orting S, Gostar AK, Wille MMW, Saghir Z, Hoseinnezhad R, de Bruijne M, Bab-Hadiashar A.
Tennakoon R, et al. Among authors: bortsova g.
IEEE Trans Med Imaging. 2020 Apr;39(4):854-865. doi: 10.1109/TMI.2019.2936244. Epub 2019 Aug 19.
IEEE Trans Med Imaging. 2020.
PMID: 31425069
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Multivariate brain-based dimensions of child psychiatric problems: degrees of generalizability.
Xu B, Dallâ Aglio L, Flournoy J, Bortsova G, Tervo-Clemmens B, Collins P, de Bruijne M, Luciana M, Marquand A, Wang H, Tiemeier H, Muetzel RL.
Xu B, et al. Among authors: bortsova g.
medRxiv [Preprint]. 2023 Mar 20:2023.03.12.23287158. doi: 10.1101/2023.03.12.23287158.
medRxiv. 2023.
PMID: 36993191
Free PMC article.
Preprint.
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DS6, Deformation-Aware Semi-Supervised Learning: Application to Small Vessel Segmentation with Noisy Training Data.
Chatterjee S, Prabhu K, Pattadkal M, Bortsova G, Sarasaen C, Dubost F, Mattern H, de Bruijne M, Speck O, Nürnberger A.
Chatterjee S, et al. Among authors: bortsova g.
J Imaging. 2022 Sep 22;8(10):259. doi: 10.3390/jimaging8100259.
J Imaging. 2022.
PMID: 36286353
Free PMC article.
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