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SegRap2023: A benchmark of organs-at-risk and gross tumor volume Segmentation for Radiotherapy Planning of Nasopharyngeal Carcinoma.
Luo X, Fu J, Zhong Y, Liu S, Han B, Astaraki M, Bendazzoli S, Toma-Dasu I, Ye Y, Chen Z, Xia Y, Su Y, Ye J, He J, Xing Z, Wang H, Zhu L, Yang K, Fang X, Wang Z, Lee CW, Park SJ, Chun J, Ulrich C, Maier-Hein KH, Ndipenoch N, Miron A, Li Y, Zhang Y, Chen Y, Bai L, Huang J, An C, Wang L, Huang K, Gu Y, Zhou T, Zhou M, Zhang S, Liao W, Wang G, Zhang S. Luo X, et al. Among authors: maier hein kh. Med Image Anal. 2025 Jan 2;101:103447. doi: 10.1016/j.media.2024.103447. Online ahead of print. Med Image Anal. 2025. PMID: 39756265
Evaluating Biparametric Versus Multiparametric Magnetic Resonance Imaging for Diagnosing Clinically Significant Prostate Cancer: An International, Paired, Noninferiority, Confirmatory Observer Study.
Twilt JJ, Saha A, Bosma JS, van Ginneken B, Bjartell A, Padhani AR, Bonekamp D, Villeirs G, Salomon G, Giannarini G, Kalpathy-Cramer J, Barentsz J, Maier-Hein KH, Rusu M, Rouvière O, van den Bergh R, Panebianco V, Kasivisvanathan V, Obuchowski NA, Yakar D, Elschot M, Veltman J, Fütterer JJ, Huisman H, de Rooij M; PI-CAI Consortium. Twilt JJ, et al. Among authors: maier hein kh. Eur Urol. 2024 Oct 21:S0302-2838(24)02640-X. doi: 10.1016/j.eururo.2024.09.035. Online ahead of print. Eur Urol. 2024. PMID: 39438187 Free article.
Deep learning-based defacing tool for CT angiography: CTA-DEFACE.
Mahmutoglu MA, Rastogi A, Schell M, Foltyn-Dumitru M, Baumgartner M, Maier-Hein KH, Deike-Hofmann K, Radbruch A, Bendszus M, Brugnara G, Vollmuth P. Mahmutoglu MA, et al. Among authors: maier hein kh. Eur Radiol Exp. 2024 Oct 9;8(1):111. doi: 10.1186/s41747-024-00510-9. Eur Radiol Exp. 2024. PMID: 39382818 Free PMC article.
Artificial intelligence and radiologists in prostate cancer detection on MRI (PI-CAI): an international, paired, non-inferiority, confirmatory study.
Saha A, Bosma JS, Twilt JJ, van Ginneken B, Bjartell A, Padhani AR, Bonekamp D, Villeirs G, Salomon G, Giannarini G, Kalpathy-Cramer J, Barentsz J, Maier-Hein KH, Rusu M, Rouvière O, van den Bergh R, Panebianco V, Kasivisvanathan V, Obuchowski NA, Yakar D, Elschot M, Veltman J, Fütterer JJ, de Rooij M, Huisman H; PI-CAI consortium. Saha A, et al. Among authors: maier hein kh. Lancet Oncol. 2024 Jul;25(7):879-887. doi: 10.1016/S1470-2045(24)00220-1. Epub 2024 Jun 11. Lancet Oncol. 2024. PMID: 38876123 Free PMC article. Clinical Trial.
Fair evaluation of federated learning algorithms for automated breast density classification: The results of the 2022 ACR-NCI-NVIDIA federated learning challenge.
Schmidt K, Bearce B, Chang K, Coombs L, Farahani K, Elbatel M, Mouheb K, Marti R, Zhang R, Zhang Y, Wang Y, Hu Y, Ying H, Xu Y, Testagrose C, Demirer M, Gupta V, Akünal Ü, Bujotzek M, Maier-Hein KH, Qin Y, Li X, Kalpathy-Cramer J, Roth HR. Schmidt K, et al. Among authors: maier hein kh. Med Image Anal. 2024 Jul;95:103206. doi: 10.1016/j.media.2024.103206. Epub 2024 May 15. Med Image Anal. 2024. PMID: 38776844
Deep-learning-based reconstruction of undersampled MRI to reduce scan times: a multicentre, retrospective, cohort study.
Rastogi A, Brugnara G, Foltyn-Dumitru M, Mahmutoglu MA, Preetha CJ, Kobler E, Pflüger I, Schell M, Deike-Hofmann K, Kessler T, van den Bent MJ, Idbaih A, Platten M, Brandes AA, Nabors B, Stupp R, Bernhardt D, Debus J, Abdollahi A, Gorlia T, Tonn JC, Weller M, Maier-Hein KH, Radbruch A, Wick W, Bendszus M, Meredig H, Kurz FT, Vollmuth P. Rastogi A, et al. Among authors: maier hein kh. Lancet Oncol. 2024 Mar;25(3):400-410. doi: 10.1016/S1470-2045(23)00641-1. Lancet Oncol. 2024. PMID: 38423052 Free article.
Addressing image misalignments in multi-parametric prostate MRI for enhanced computer-aided diagnosis of prostate cancer.
Kovacs B, Netzer N, Baumgartner M, Schrader A, Isensee F, Weißer C, Wolf I, Görtz M, Jaeger PF, Schütz V, Floca R, Gnirs R, Stenzinger A, Hohenfellner M, Schlemmer HP, Bonekamp D, Maier-Hein KH. Kovacs B, et al. Among authors: maier hein kh. Sci Rep. 2023 Nov 13;13(1):19805. doi: 10.1038/s41598-023-46747-z. Sci Rep. 2023. PMID: 37957250 Free PMC article.
Application of a validated prostate MRI deep learning system to independent same-vendor multi-institutional data: demonstration of transferability.
Netzer N, Eith C, Bethge O, Hielscher T, Schwab C, Stenzinger A, Gnirs R, Schlemmer HP, Maier-Hein KH, Schimmöller L, Bonekamp D. Netzer N, et al. Among authors: maier hein kh. Eur Radiol. 2023 Nov;33(11):7463-7476. doi: 10.1007/s00330-023-09882-9. Epub 2023 Jul 28. Eur Radiol. 2023. PMID: 37507610 Free PMC article.
80 results