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Page 1
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: isensee f. Nat Methods. 2024 Feb;21(2):195-212. doi: 10.1038/s41592-023-02151-z. Epub 2024 Feb 12. Nat Methods. 2024. PMID: 38347141 Free PMC article. Review.
Exploiting the potential of unlabeled endoscopic video data with self-supervised learning.
Ross T, Zimmerer D, Vemuri A, Isensee F, Wiesenfarth M, Bodenstedt S, Both F, Kessler P, Wagner M, Müller B, Kenngott H, Speidel S, Kopp-Schneider A, Maier-Hein K, Maier-Hein L. Ross T, et al. Among authors: isensee f. Int J Comput Assist Radiol Surg. 2018 Jun;13(6):925-933. doi: 10.1007/s11548-018-1772-0. Epub 2018 Apr 27. Int J Comput Assist Radiol Surg. 2018. PMID: 29704196
Computer-assisted intra-operative verification of surgical outcome for the treatment of syndesmotic injuries through contralateral side comparison.
Thomas S, Isensee F, Kohl S, Privalov M, Beisemann N, Swartman B, Keil H, Vetter SY, Franke J, Grützner PA, Maier-Hein L, Nolden M, Maier-Hein K. Thomas S, et al. Among authors: isensee f. Int J Comput Assist Radiol Surg. 2019 Dec;14(12):2211-2220. doi: 10.1007/s11548-019-02043-8. Epub 2019 Aug 7. Int J Comput Assist Radiol Surg. 2019. PMID: 31392672
Automated volumetric assessment with artificial neural networks might enable a more accurate assessment of disease burden in patients with multiple sclerosis.
Brugnara G, Isensee F, Neuberger U, Bonekamp D, Petersen J, Diem R, Wildemann B, Heiland S, Wick W, Bendszus M, Maier-Hein K, Kickingereder P. Brugnara G, et al. Among authors: isensee f. Eur Radiol. 2020 Apr;30(4):2356-2364. doi: 10.1007/s00330-019-06593-y. Epub 2020 Jan 3. Eur Radiol. 2020. PMID: 31900702
CHAOS Challenge - combined (CT-MR) healthy abdominal organ segmentation.
Kavur AE, Gezer NS, Barış M, Aslan S, Conze PH, Groza V, Pham DD, Chatterjee S, Ernst P, Özkan S, Baydar B, Lachinov D, Han S, Pauli J, Isensee F, Perkonigg M, Sathish R, Rajan R, Sheet D, Dovletov G, Speck O, Nürnberger A, Maier-Hein KH, Bozdağı Akar G, Ünal G, Dicle O, Selver MA. Kavur AE, et al. Among authors: isensee f. Med Image Anal. 2021 Apr;69:101950. doi: 10.1016/j.media.2020.101950. Epub 2020 Dec 25. Med Image Anal. 2021. PMID: 33421920 Free article.
Comparative validation of multi-instance instrument segmentation in endoscopy: Results of the ROBUST-MIS 2019 challenge.
Roß T, Reinke A, Full PM, Wagner M, Kenngott H, Apitz M, Hempe H, Mindroc-Filimon D, Scholz P, Tran TN, Bruno P, Arbeláez P, Bian GB, Bodenstedt S, Bolmgren JL, Bravo-Sánchez L, Chen HB, González C, Guo D, Halvorsen P, Heng PA, Hosgor E, Hou ZG, Isensee F, Jha D, Jiang T, Jin Y, Kirtac K, Kletz S, Leger S, Li Z, Maier-Hein KH, Ni ZL, Riegler MA, Schoeffmann K, Shi R, Speidel S, Stenzel M, Twick I, Wang G, Wang J, Wang L, Wang L, Zhang Y, Zhou YJ, Zhu L, Wiesenfarth M, Kopp-Schneider A, Müller-Stich BP, Maier-Hein L. Roß T, et al. Among authors: isensee f. Med Image Anal. 2021 May;70:101920. doi: 10.1016/j.media.2020.101920. Epub 2020 Nov 28. Med Image Anal. 2021. PMID: 33676097 Free article.
Semantic segmentation of multispectral photoacoustic images using deep learning.
Schellenberg M, Dreher KK, Holzwarth N, Isensee F, Reinke A, Schreck N, Seitel A, Tizabi MD, Maier-Hein L, Gröhl J. Schellenberg M, et al. Among authors: isensee f. Photoacoustics. 2022 Mar 5;26:100341. doi: 10.1016/j.pacs.2022.100341. eCollection 2022 Jun. Photoacoustics. 2022. PMID: 35371919 Free PMC article.
44 results