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Table representation of search results timeline featuring number of search results per year.

Year Number of Results
2006 1
2009 2
2010 2
2011 1
2012 2
2013 3
2014 4
2015 3
2016 3
2017 6
2018 6
2019 4
2020 5
2021 7
2022 4
2023 4
2024 5

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55 results

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Page 1
Simulation and Synthesis in Medical Imaging.
Frangi AF, Tsaftaris SA, Prince JL. Frangi AF, et al. Among authors: tsaftaris sa. IEEE Trans Med Imaging. 2018 Mar;37(3):673-679. doi: 10.1109/TMI.2018.2800298. IEEE Trans Med Imaging. 2018. PMID: 30253380 Free PMC article.
Learning disentangled representations in the imaging domain.
Liu X, Sanchez P, Thermos S, O'Neil AQ, Tsaftaris SA. Liu X, et al. Among authors: tsaftaris sa. Med Image Anal. 2022 Aug;80:102516. doi: 10.1016/j.media.2022.102516. Epub 2022 Jun 17. Med Image Anal. 2022. PMID: 35751992 Free article. Review.
Causal machine learning for healthcare and precision medicine.
Sanchez P, Voisey JP, Xia T, Watson HI, O'Neil AQ, Tsaftaris SA. Sanchez P, et al. Among authors: tsaftaris sa. R Soc Open Sci. 2022 Aug 3;9(8):220638. doi: 10.1098/rsos.220638. eCollection 2022 Aug. R Soc Open Sci. 2022. PMID: 35950198 Free PMC article. Review.
Compositionally Equivariant Representation Learning.
Liu X, Sanchez P, Thermos S, O'Neil AQ, Tsaftaris SA. Liu X, et al. Among authors: tsaftaris sa. IEEE Trans Med Imaging. 2024 Jan 26;PP. doi: 10.1109/TMI.2024.3358955. Online ahead of print. IEEE Trans Med Imaging. 2024. PMID: 38277249
Understanding metric-related pitfalls in image analysis validation.
Reinke A, Tizabi MD, Baumgartner M, Eisenmann M, Heckmann-Nötzel D, Kavur AE, Rädsch T, Sudre CH, Acion L, Antonelli M, Arbel T, Bakas S, Benis A, Blaschko M, Buettner F, Cardoso MJ, Cheplygina V, Chen J, Christodoulou E, Cimini BA, Collins GS, Farahani K, Ferrer L, Galdran A, van Ginneken B, Glocker B, Godau P, Haase R, Hashimoto DA, Hoffman MM, Huisman M, Isensee F, Jannin P, Kahn CE, Kainmueller D, Kainz B, Karargyris A, Karthikesalingam A, Kenngott H, Kleesiek J, Kofler F, Kooi T, Kopp-Schneider A, Kozubek M, Kreshuk A, Kurc T, Landman BA, Litjens G, Madani A, Maier-Hein K, Martel AL, Mattson P, Meijering E, Menze B, Moons KGM, Müller H, Nichyporuk B, Nickel F, Petersen J, Rafelski SM, Rajpoot N, Reyes M, Riegler MA, Rieke N, Saez-Rodriguez J, Sánchez CI, Shetty S, van Smeden M, Summers RM, Taha AA, Tiulpin A, Tsaftaris SA, Calster BV, Varoquaux G, Wiesenfarth M, Yaniv ZR, Jäger PF, Maier-Hein L. Reinke A, et al. Among authors: tsaftaris sa. ArXiv [Preprint]. 2024 Feb 23:arXiv:2302.01790v4. ArXiv. 2024. PMID: 36945687 Free PMC article. Updated. Preprint.
Understanding metric-related pitfalls in image analysis validation.
Reinke A, Tizabi MD, Baumgartner M, Eisenmann M, Heckmann-Nötzel D, Kavur AE, Rädsch T, Sudre CH, Acion L, Antonelli M, Arbel T, Bakas S, Benis A, Buettner F, Cardoso MJ, Cheplygina V, Chen J, Christodoulou E, Cimini BA, Farahani K, Ferrer L, Galdran A, van Ginneken B, Glocker B, Godau P, Hashimoto DA, Hoffman MM, Huisman M, Isensee F, Jannin P, Kahn CE, Kainmueller D, Kainz B, Karargyris A, Kleesiek J, Kofler F, Kooi T, Kopp-Schneider A, Kozubek M, Kreshuk A, Kurc T, Landman BA, Litjens G, Madani A, Maier-Hein K, Martel AL, Meijering E, Menze B, Moons KGM, Müller H, Nichyporuk B, Nickel F, Petersen J, Rafelski SM, Rajpoot N, Reyes M, Riegler MA, Rieke N, Saez-Rodriguez J, Sánchez CI, Shetty S, Summers RM, Taha AA, Tiulpin A, Tsaftaris SA, Van Calster B, Varoquaux G, Yaniv ZR, Jäger PF, Maier-Hein L. Reinke A, et al. Among authors: tsaftaris sa. Nat Methods. 2024 Feb;21(2):182-194. doi: 10.1038/s41592-023-02150-0. Epub 2024 Feb 12. Nat Methods. 2024. PMID: 38347140 Review.
Metrics reloaded: recommendations for image analysis validation.
Maier-Hein L, Reinke A, Godau P, Tizabi MD, Buettner F, Christodoulou E, Glocker B, Isensee F, Kleesiek J, Kozubek M, Reyes M, Riegler MA, Wiesenfarth M, Kavur AE, Sudre CH, Baumgartner M, Eisenmann M, Heckmann-Nötzel D, Rädsch T, Acion L, Antonelli M, Arbel T, Bakas S, Benis A, Blaschko MB, Cardoso MJ, Cheplygina V, Cimini BA, Collins GS, Farahani K, Ferrer L, Galdran A, van Ginneken B, Haase R, Hashimoto DA, Hoffman MM, Huisman M, Jannin P, Kahn CE, Kainmueller D, Kainz B, Karargyris A, Karthikesalingam A, Kofler F, Kopp-Schneider A, Kreshuk A, Kurc T, Landman BA, Litjens G, Madani A, Maier-Hein K, Martel AL, Mattson P, Meijering E, Menze B, Moons KGM, Müller H, Nichyporuk B, Nickel F, Petersen J, Rajpoot N, Rieke N, Saez-Rodriguez J, Sánchez CI, Shetty S, van Smeden M, Summers RM, Taha AA, Tiulpin A, Tsaftaris SA, Van Calster B, Varoquaux G, Jäger PF. Maier-Hein L, et al. Among authors: tsaftaris sa. Nat Methods. 2024 Feb;21(2):195-212. doi: 10.1038/s41592-023-02151-z. Epub 2024 Feb 12. Nat Methods. 2024. PMID: 38347141 Review.
Survey: Leakage and Privacy at Inference Time.
Jegorova M, Kaul C, Mayor C, O'Neil AQ, Weir A, Murray-Smith R, Tsaftaris SA. Jegorova M, et al. Among authors: tsaftaris sa. IEEE Trans Pattern Anal Mach Intell. 2023 Jul;45(7):9090-9108. doi: 10.1109/TPAMI.2022.3229593. Epub 2023 Jun 5. IEEE Trans Pattern Anal Mach Intell. 2023. PMID: 37015684
Unsupervised Myocardial Segmentation for Cardiac BOLD.
Oksuz I, Mukhopadhyay A, Dharmakumar R, Tsaftaris SA. Oksuz I, et al. Among authors: tsaftaris sa. IEEE Trans Med Imaging. 2017 Nov;36(11):2228-2238. doi: 10.1109/TMI.2017.2726112. Epub 2017 Jul 12. IEEE Trans Med Imaging. 2017. PMID: 28708550 Free PMC article.
55 results