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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: huo y. 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
Multi-Atlas Spleen Segmentation on CT Using Adaptive Context Learning.
Liu J, Huo Y, Xu Z, Assad A, Abramson RG, Landman BA. Liu J, et al. Among authors: huo y. Proc SPIE Int Soc Opt Eng. 2017 Feb 11;10133:1013309. doi: 10.1117/12.2254437. Epub 2017 Feb 24. Proc SPIE Int Soc Opt Eng. 2017. PMID: 28736468 Free PMC article.
4D Multi-atlas Label Fusion using Longitudinal Images.
Huo Y, Resnick SM, Landman BA. Huo Y, et al. Patch Based Tech Med Imaging (2017). 2017;10530:3-11. doi: 10.1007/978-3-319-67434-6_1. Epub 2017 Aug 31. Patch Based Tech Med Imaging (2017). 2017. PMID: 29399670 Free PMC article.
SynSeg-Net: Synthetic Segmentation Without Target Modality Ground Truth.
Huo Y, Xu Z, Moon H, Bao S, Assad A, Moyo TK, Savona MR, Abramson RG, Landman BA. Huo Y, et al. IEEE Trans Med Imaging. 2018 Oct 17:10.1109/TMI.2018.2876633. doi: 10.1109/TMI.2018.2876633. Online ahead of print. IEEE Trans Med Imaging. 2018. PMID: 30334788 Free PMC article.
Splenomegaly Segmentation on Multi-Modal MRI Using Deep Convolutional Networks.
Huo Y, Xu Z, Bao S, Bermudez C, Moon H, Parvathaneni P, Moyo TK, Savona MR, Assad A, Abramson RG, Landman BA. Huo Y, et al. IEEE Trans Med Imaging. 2019 May;38(5):1185-1196. doi: 10.1109/TMI.2018.2881110. Epub 2018 Nov 13. IEEE Trans Med Imaging. 2019. PMID: 30442602 Free PMC article.
Anatomical context improves deep learning on the brain age estimation task.
Bermudez C, Plassard AJ, Chaganti S, Huo Y, Aboud KS, Cutting LE, Resnick SM, Landman BA. Bermudez C, et al. Among authors: huo y. Magn Reson Imaging. 2019 Oct;62:70-77. doi: 10.1016/j.mri.2019.06.018. Epub 2019 Jun 24. Magn Reson Imaging. 2019. PMID: 31247249 Free PMC article.
Body Part Regression With Self-Supervision.
Tang Y, Gao R, Han S, Chen Y, Gao D, Nath V, Bermudez C, Savona MR, Bao S, Lyu I, Huo Y, Landman BA. Tang Y, et al. Among authors: huo y. IEEE Trans Med Imaging. 2021 May;40(5):1499-1507. doi: 10.1109/TMI.2021.3058281. Epub 2021 Apr 30. IEEE Trans Med Imaging. 2021. PMID: 33560981 Free PMC article.
3,329 results