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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. 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. 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.