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The Medical Segmentation Decathlon.
Antonelli M, Reinke A, Bakas S, Farahani K, Kopp-Schneider A, Landman BA, Litjens G, Menze B, Ronneberger O, Summers RM, van Ginneken B, Bilello M, Bilic P, Christ PF, Do RKG, Gollub MJ, Heckers SH, Huisman H, Jarnagin WR, McHugo MK, Napel S, Pernicka JSG, Rhode K, Tobon-Gomez C, Vorontsov E, Meakin JA, Ourselin S, Wiesenfarth M, Arbeláez P, Bae B, Chen S, Daza L, Feng J, He B, Isensee F, Ji Y, Jia F, Kim I, Maier-Hein K, Merhof D, Pai A, Park B, Perslev M, Rezaiifar R, Rippel O, Sarasua I, Shen W, Son J, Wachinger C, Wang L, Wang Y, Xia Y, Xu D, Xu Z, Zheng Y, Simpson AL, Maier-Hein L, Cardoso MJ. Antonelli M, et al. Among authors: merhof d. Nat Commun. 2022 Jul 15;13(1):4128. doi: 10.1038/s41467-022-30695-9. Nat Commun. 2022. PMID: 35840566 Free PMC article.
Cross-scanner and cross-protocol multi-shell diffusion MRI data harmonization: Algorithms and results.
Ning L, Bonet-Carne E, Grussu F, Sepehrband F, Kaden E, Veraart J, Blumberg SB, Khoo CS, Palombo M, Kokkinos I, Alexander DC, Coll-Font J, Scherrer B, Warfield SK, Karayumak SC, Rathi Y, Koppers S, Weninger L, Ebert J, Merhof D, Moyer D, Pietsch M, Christiaens D, Gomes Teixeira RA, Tournier JD, Schilling KG, Huo Y, Nath V, Hansen C, Blaber J, Landman BA, Zhylka A, Pluim JPW, Parker G, Rudrapatna U, Evans J, Charron C, Jones DK, Tax CMW. Ning L, et al. Among authors: merhof d. Neuroimage. 2020 Nov 1;221:117128. doi: 10.1016/j.neuroimage.2020.117128. Epub 2020 Jul 13. Neuroimage. 2020. PMID: 32673745 Free PMC article.
Deep Learning-Based Segmentation and Quantification in Experimental Kidney Histopathology.
Bouteldja N, Klinkhammer BM, Bülow RD, Droste P, Otten SW, Freifrau von Stillfried S, Moellmann J, Sheehan SM, Korstanje R, Menzel S, Bankhead P, Mietsch M, Drummer C, Lehrke M, Kramann R, Floege J, Boor P, Merhof D. Bouteldja N, et al. Among authors: merhof d. J Am Soc Nephrol. 2021 Jan;32(1):52-68. doi: 10.1681/ASN.2020050597. Epub 2020 Nov 5. J Am Soc Nephrol. 2021. PMID: 33154175 Free PMC article.
Segmenting renal whole slide images virtually without training data.
Gadermayr M, Eschweiler D, Jeevanesan A, Klinkhammer BM, Boor P, Merhof D. Gadermayr M, et al. Among authors: merhof d. Comput Biol Med. 2017 Nov 1;90:88-97. doi: 10.1016/j.compbiomed.2017.09.014. Epub 2017 Sep 23. Comput Biol Med. 2017. PMID: 28964977
92 results