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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.
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.
JPEG compression history estimation for color images.
Neelamani R, de Queiroz R, Fan Z, Dash S, Baraniuk RG. Neelamani R, et al. Among authors: baraniuk rg. IEEE Trans Image Process. 2006 Jun;15(6):1365-78. doi: 10.1109/tip.2005.864171. IEEE Trans Image Process. 2006. PMID: 16764263
Convex biclustering.
Chi EC, Allen GI, Baraniuk RG. Chi EC, et al. Among authors: baraniuk rg. Biometrics. 2017 Mar;73(1):10-19. doi: 10.1111/biom.12540. Epub 2016 May 10. Biometrics. 2017. PMID: 27163413
42 results