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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. Among authors: barberan cj. 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. Among authors: barberan cj. 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.