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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. Among authors: batmanghelich k. Neuroimage Clin. 2023;39:103472. doi: 10.1016/j.nicl.2023.103472. Epub 2023 Jul 13. Neuroimage Clin. 2023. PMID: 37506457 Free PMC article.
Weakly Supervised Disentanglement by Pairwise Similarities.
Chen J, Batmanghelich K. Chen J, et al. Among authors: batmanghelich k. Proc AAAI Conf Artif Intell. 2020 Feb;34(4):3495-3502. doi: 10.1609/aaai.v34i04.5754. Proc AAAI Conf Artif Intell. 2020. PMID: 32944409 Free PMC article.
Semi-supervised Hierarchical Drug Embedding in Hyperbolic Space.
Yu K, Visweswaran S, Batmanghelich K. Yu K, et al. Among authors: batmanghelich k. J Chem Inf Model. 2020 Dec 28;60(12):5647-5657. doi: 10.1021/acs.jcim.0c00681. Epub 2020 Nov 3. J Chem Inf Model. 2020. PMID: 33140969 Free PMC article.
Extracting Disease-Relevant Features with Adversarial Regularization.
Chen J, Sun L, Yu K, Batmanghelich K. Chen J, et al. Among authors: batmanghelich k. Proceedings (IEEE Int Conf Bioinformatics Biomed). 2021 Dec;2021:3464-3471. doi: 10.1109/bibm52615.2021.9669878. Proceedings (IEEE Int Conf Bioinformatics Biomed). 2021. PMID: 35198261 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. Among authors: batmanghelich k. Adv Neural Inf Process Syst. 2021 Dec;34:4974-4986. Adv Neural Inf Process Syst. 2021. PMID: 35546903 Free PMC article.
Unpaired data empowers association tests.
Gong M, Liu P, Sciurba FC, Stojanov P, Tao D, Tseng GC, Zhang K, Batmanghelich K. Gong M, et al. Among authors: batmanghelich k. Bioinformatics. 2021 May 5;37(6):785-792. doi: 10.1093/bioinformatics/btaa886. Bioinformatics. 2021. PMID: 33070196 Free PMC article.
Using Causal Analysis for Conceptual Deep Learning Explanation.
Singla S, Wallace S, Triantafillou S, Batmanghelich K. Singla S, et al. Among authors: batmanghelich k. Med Image Comput Comput Assist Interv. 2021;12903:519-528. doi: 10.1007/978-3-030-87199-4_49. Epub 2021 Sep 21. Med Image Comput Comput Assist Interv. 2021. PMID: 34766174 Free PMC article.
39 results