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Year Number of Results
2018 4
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2020 6
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2022 5
2023 7
2024 1

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ComBat Harmonization: Empirical Bayes versus fully Bayes approaches.
Reynolds M, Chaudhary T, Eshaghzadeh Torbati M, Tudorascu DL, Batmanghelich K; Alzheimer's Disease Neuroimaging Initiative. Reynolds M, et al. Neuroimage Clin. 2023;39:103472. doi: 10.1016/j.nicl.2023.103472. Epub 2023 Jul 13. Neuroimage Clin. 2023. PMID: 37506457 Free PMC article.
Explaining the black-box smoothly-A counterfactual approach.
Singla S, Eslami M, Pollack B, Wallace S, Batmanghelich K. Singla S, et al. Med Image Anal. 2023 Feb;84:102721. doi: 10.1016/j.media.2022.102721. Epub 2022 Dec 13. Med Image Anal. 2023. PMID: 36571975 Free PMC article.
CrossMoDA 2021 challenge: Benchmark of cross-modality domain adaptation techniques for vestibular schwannoma and cochlea segmentation.
Dorent R, Kujawa A, Ivory M, Bakas S, Rieke N, Joutard S, Glocker B, Cardoso J, Modat M, Batmanghelich K, Belkov A, Calisto MB, Choi JW, Dawant BM, Dong H, Escalera S, Fan Y, Hansen L, Heinrich MP, Joshi S, Kashtanova V, Kim HG, Kondo S, Kruse CN, Lai-Yuen SK, Li H, Liu H, Ly B, Oguz I, Shin H, Shirokikh B, Su Z, Wang G, Wu J, Xu Y, Yao K, Zhang L, Ourselin S, Shapey J, Vercauteren T. Dorent R, et al. Med Image Anal. 2023 Jan;83:102628. doi: 10.1016/j.media.2022.102628. Epub 2022 Sep 21. Med Image Anal. 2023. PMID: 36283200 Free PMC article.
Knowledge Distillation via Constrained Variational Inference.
Saeedi A, Utsumi Y, Sun L, Batmanghelich K, Lehman LH. Saeedi A, et al. Proc AAAI Conf Artif Intell. 2022 Feb-Mar;36(7):8132-8140. doi: 10.1609/aaai.v36i7.20786. Epub 2022 Jun 28. Proc AAAI Conf Artif Intell. 2022. PMID: 36092768 Free PMC article.
Can contrastive learning avoid shortcut solutions?
Robinson J, Sun L, Yu K, Batmanghelich K, Jegelka S, Sra S. Robinson J, et al. Adv Neural Inf Process Syst. 2021 Dec;34:4974-4986. Adv Neural Inf Process Syst. 2021. PMID: 35546903 Free PMC article.
31 results