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A review of artificial intelligence in prostate cancer detection on imaging.
Bhattacharya I, Khandwala YS, Vesal S, Shao W, Yang Q, Soerensen SJC, Fan RE, Ghanouni P, Kunder CA, Brooks JD, Hu Y, Rusu M, Sonn GA. Bhattacharya I, et al. Among authors: vesal s. Ther Adv Urol. 2022 Oct 10;14:17562872221128791. doi: 10.1177/17562872221128791. eCollection 2022 Jan-Dec. Ther Adv Urol. 2022. PMID: 36249889 Free PMC article. Review.
Cardiac segmentation on late gadolinium enhancement MRI: A benchmark study from multi-sequence cardiac MR segmentation challenge.
Zhuang X, Xu J, Luo X, Chen C, Ouyang C, Rueckert D, Campello VM, Lekadir K, Vesal S, RaviKumar N, Liu Y, Luo G, Chen J, Li H, Ly B, Sermesant M, Roth H, Zhu W, Wang J, Ding X, Wang X, Yang S, Li L. Zhuang X, et al. Among authors: vesal s. Med Image Anal. 2022 Oct;81:102528. doi: 10.1016/j.media.2022.102528. Epub 2022 Jul 9. Med Image Anal. 2022. PMID: 35834896 Free article.
Learn2Reg: Comprehensive Multi-Task Medical Image Registration Challenge, Dataset and Evaluation in the Era of Deep Learning.
Hering A, Hansen L, Mok TCW, Chung ACS, Siebert H, Hager S, Lange A, Kuckertz S, Heldmann S, Shao W, Vesal S, Rusu M, Sonn G, Estienne T, Vakalopoulou M, Han L, Huang Y, Yap PT, Brudfors M, Balbastre Y, Joutard S, Modat M, Lifshitz G, Raviv D, Lv J, Li Q, Jaouen V, Visvikis D, Fourcade C, Rubeaux M, Pan W, Xu Z, Jian B, De Benetti F, Wodzinski M, Gunnarsson N, Sjolund J, Grzech D, Qiu H, Li Z, Thorley A, Duan J, Grosbrohmer C, Hoopes A, Reinertsen I, Xiao Y, Landman B, Huo Y, Murphy K, Lessmann N, van Ginneken B, Dalca AV, Heinrich MP. Hering A, et al. Among authors: vesal s. IEEE Trans Med Imaging. 2023 Mar;42(3):697-712. doi: 10.1109/TMI.2022.3213983. Epub 2023 Mar 2. IEEE Trans Med Imaging. 2023. PMID: 36264729
A global benchmark of algorithms for segmenting the left atrium from late gadolinium-enhanced cardiac magnetic resonance imaging.
Xiong Z, Xia Q, Hu Z, Huang N, Bian C, Zheng Y, Vesal S, Ravikumar N, Maier A, Yang X, Heng PA, Ni D, Li C, Tong Q, Si W, Puybareau E, Khoudli Y, Géraud T, Chen C, Bai W, Rueckert D, Xu L, Zhuang X, Luo X, Jia S, Sermesant M, Liu Y, Wang K, Borra D, Masci A, Corsi C, de Vente C, Veta M, Karim R, Preetha CJ, Engelhardt S, Qiao M, Wang Y, Tao Q, Nuñez-Garcia M, Camara O, Savioli N, Lamata P, Zhao J. Xiong Z, et al. Among authors: vesal s. Med Image Anal. 2021 Jan;67:101832. doi: 10.1016/j.media.2020.101832. Epub 2020 Oct 16. Med Image Anal. 2021. PMID: 33166776 Free article.
Implementation of machine learning into clinical breast MRI: Potential for objective and accurate decision-making in suspicious breast masses.
Ellmann S, Wenkel E, Dietzel M, Bielowski C, Vesal S, Maier A, Hammon M, Janka R, Fasching PA, Beckmann MW, Schulz Wendtland R, Uder M, Bäuerle T. Ellmann S, et al. Among authors: vesal s. PLoS One. 2020 Jan 30;15(1):e0228446. doi: 10.1371/journal.pone.0228446. eCollection 2020. PLoS One. 2020. PMID: 31999755 Free PMC article.
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