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Active Deep Learning with Fisher Information for Patch-wise Semantic Segmentation.
Sourati J, Gholipour A, Dy JG, Kurugol S, Warfield SK. Sourati J, et al. Among authors: dy jg. Deep Learn Med Image Anal Multimodal Learn Clin Decis Support (2018). 2018 Sep;11045:83-91. doi: 10.1007/978-3-030-00889-5_10. Epub 2018 Sep 20. Deep Learn Med Image Anal Multimodal Learn Clin Decis Support (2018). 2018. PMID: 30450490 Free PMC article.
CONSTRAINED SPECTRAL CLUSTERING FOR IMAGE SEGMENTATION.
Sourati J, Brooks DH, Dy JG, Erdogmus D. Sourati J, et al. Among authors: dy jg. IEEE Int Workshop Mach Learn Signal Process. 2012 Dec 31;2013:1-6. doi: 10.1109/MLSP.2012.6349765. IEEE Int Workshop Mach Learn Signal Process. 2012. PMID: 24466500 Free PMC article.
Assessing subsets of analytes in context of detecting laboratory errors.
Sourati J, Kazmierczak SC, Akcakaya M, Dy JG, Leen TK, Erdogmus D. Sourati J, et al. Among authors: dy jg. Annu Int Conf IEEE Eng Med Biol Soc. 2016 Aug;2016:5793-5796. doi: 10.1109/EMBC.2016.7592044. Annu Int Conf IEEE Eng Med Biol Soc. 2016. PMID: 28269571
Classification and comparison via neural networks.
Yıldız İ, Tian P, Dy J, Erdoğmuş D, Brown J, Kalpathy-Cramer J, Ostmo S, Peter Campbell J, Chiang MF, Ioannidis S. Yıldız İ, et al. Neural Netw. 2019 Oct;118:65-80. doi: 10.1016/j.neunet.2019.06.004. Epub 2019 Jun 19. Neural Netw. 2019. PMID: 31254769 Free PMC article.
85 results