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Page 1
Accelerating science with human-aware artificial intelligence.
Nat Hum Behav. 2023 Oct;7(10):1682-1696. doi: 10.1038/s41562-023-01648-z. Epub 2023 Jul 13.
Nat Hum Behav. 2023.
PMID: 37443269
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.
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Intelligent Labeling Based on Fisher Information for Medical Image Segmentation Using Deep Learning.
Sourati J, Gholipour A, Dy JG, Tomas-Fernandez X, Kurugol S, Warfield SK.
Sourati J, et al.
IEEE Trans Med Imaging. 2019 Nov;38(11):2642-2653. doi: 10.1109/TMI.2019.2907805. Epub 2019 Mar 27.
IEEE Trans Med Imaging. 2019.
PMID: 30932833
Free PMC article.
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A Probabilistic Active Learning Algorithm Based on Fisher Information Ratio.
Sourati J, Akcakaya M, Erdogmus D, Leen TK, Dy JG.
Sourati J, et al.
IEEE Trans Pattern Anal Mach Intell. 2018 Aug;40(8):2023-2029. doi: 10.1109/TPAMI.2017.2743707. Epub 2017 Aug 24.
IEEE Trans Pattern Anal Mach Intell. 2018.
PMID: 28858784
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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.
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Accelerated learning-based interactive image segmentation using pairwise constraints.
Sourati J, Erdogmus D, Dy JG, Brooks DH.
Sourati J, et al.
IEEE Trans Image Process. 2014 Jul;23(7):3057-70. doi: 10.1109/TIP.2014.2325783.
IEEE Trans Image Process. 2014.
PMID: 24860031
Free PMC article.
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An Active RBSE Framework to Generate Optimal Stimulus Sequences in a BCI for Spelling.
Moghadamfalahi M, Akcakaya M, Nezamfar H, Sourati J, Erdogmus D.
Moghadamfalahi M, et al. Among authors: sourati j.
IEEE Trans Signal Process. 2017 Oct 15;65(20):5381-5392. doi: 10.1109/TSP.2017.2728500. Epub 2017 Jul 17.
IEEE Trans Signal Process. 2017.
PMID: 31871392
Free PMC article.
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