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Universal microbial diagnostics using random DNA probes.
Aghazadeh A, Lin AY, Sheikh MA, Chen AL, Atkins LM, Johnson CL, Petrosino JF, Drezek RA, Baraniuk RG. Aghazadeh A, et al. Among authors: baraniuk rg. Sci Adv. 2016 Sep 28;2(9):e1600025. doi: 10.1126/sciadv.1600025. eCollection 2016 Sep. Sci Adv. 2016. PMID: 27704040 Free PMC article.
Compressive sensing DNA microarrays.
Dai W, Sheikh MA, Milenkovic O, Baraniuk RG. Dai W, et al. Among authors: baraniuk rg. EURASIP J Bioinform Syst Biol. 2009;2009(1):162824. doi: 10.1155/2009/162824. Epub 2009 Jan 13. EURASIP J Bioinform Syst Biol. 2009. PMID: 19158952 Free PMC article.
Current progress and open challenges for applying deep learning across the biosciences.
Sapoval N, Aghazadeh A, Nute MG, Antunes DA, Balaji A, Baraniuk R, Barberan CJ, Dannenfelser R, Dun C, Edrisi M, Elworth RAL, Kille B, Kyrillidis A, Nakhleh L, Wolfe CR, Yan Z, Yao V, Treangen TJ. Sapoval N, et al. Nat Commun. 2022 Apr 1;13(1):1728. doi: 10.1038/s41467-022-29268-7. Nat Commun. 2022. PMID: 35365602 Free PMC article. Review.
Kronecker compressive sensing.
Duarte MF, Baraniuk RG. Duarte MF, et al. Among authors: baraniuk rg. IEEE Trans Image Process. 2012 Feb;21(2):494-504. doi: 10.1109/TIP.2011.2165289. Epub 2011 Aug 18. IEEE Trans Image Process. 2012. PMID: 21859622
Minipatch Learning as Implicit Ridge-Like Regularization.
Yao T, LeJeune D, Javadi H, Baraniuk RG, Allen GI. Yao T, et al. Among authors: baraniuk rg. Int Conf Big Data Smart Comput. 2021 Jan;2021:10.1109/bigcomp51126.2021.00021. doi: 10.1109/bigcomp51126.2021.00021. Epub 2021 Mar 10. Int Conf Big Data Smart Comput. 2021. PMID: 34746376 Free PMC article.
Multi-task network for automated analysis of high-resolution endomicroscopy images to detect cervical precancer and cancer.
Brenes D, Barberan CJ, Hunt B, Parra SG, Salcedo MP, Possati-Resende JC, Cremer ML, Castle PE, Fregnani JHTG, Maza M, Schmeler KM, Baraniuk R, Richards-Kortum R. Brenes D, et al. Comput Med Imaging Graph. 2022 Apr;97:102052. doi: 10.1016/j.compmedimag.2022.102052. Epub 2022 Feb 26. Comput Med Imaging Graph. 2022. PMID: 35299096 Free PMC article.
41 results