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Machine Learning Has Arrived!
Lee A, Taylor P, Kalpathy-Cramer J, Tufail A. Lee A, et al. Ophthalmology. 2017 Dec;124(12):1726-1728. doi: 10.1016/j.ophtha.2017.08.046. Ophthalmology. 2017. PMID: 29157423 No abstract available.
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Lee A, Taylor P, Kalpathy-Cramer J, Tufail A. Lee A, et al. Ophthalmology. 2018 Dec;125(12):e86. doi: 10.1016/j.ophtha.2018.06.036. Epub 2018 Oct 19. Ophthalmology. 2018. PMID: 30343936 No abstract available.
Deep learning models for COVID-19 chest x-ray classification: Preventing shortcut learning using feature disentanglement.
Robinson C, Trivedi A, Blazes M, Ortiz A, Desbiens J, Gupta S, Dodhia R, Bhatraju PK, Liles WC, Lee A, Kalpathy-Cramer J, Ferres JML. Robinson C, et al. medRxiv [Preprint]. 2021 Feb 13:2021.02.11.20196766. doi: 10.1101/2021.02.11.20196766. medRxiv. 2021. Update in: PLoS One. 2022 Oct 6;17(10):e0274098. doi: 10.1371/journal.pone.0274098 PMID: 33594382 Free PMC article. Updated. Preprint.
DeepNeuro: an open-source deep learning toolbox for neuroimaging.
Beers A, Brown J, Chang K, Hoebel K, Patel J, Ly KI, Tolaney SM, Brastianos P, Rosen B, Gerstner ER, Kalpathy-Cramer J. Beers A, et al. Neuroinformatics. 2021 Jan;19(1):127-140. doi: 10.1007/s12021-020-09477-5. Neuroinformatics. 2021. PMID: 32578020 Free PMC article.
Multi-Institutional Assessment and Crowdsourcing Evaluation of Deep Learning for Automated Classification of Breast Density.
Chang K, Beers AL, Brink L, Patel JB, Singh P, Arun NT, Hoebel KV, Gaw N, Shah M, Pisano ED, Tilkin M, Coombs LP, Dreyer KJ, Allen B, Agarwal S, Kalpathy-Cramer J. Chang K, et al. J Am Coll Radiol. 2020 Dec;17(12):1653-1662. doi: 10.1016/j.jacr.2020.05.015. Epub 2020 Jun 24. J Am Coll Radiol. 2020. PMID: 32592660 Free PMC article.
257 results