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Jamshid Sourati - Publications

Affiliations: 
ECE Northeastern University, Boston, MA, United States 
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11 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2019 Sourati J, Gholipour A, Dy JG, Tomas-Fernandez X, Kurugol S, Warfield SK. Intelligent Labeling Based on Fisher Information for Medical Image Segmentation Using Deep Learning. Ieee Transactions On Medical Imaging. PMID 30932833 DOI: 10.1109/Tmi.2019.2907805  0.422
2018 Sourati J, Gholipour A, Dy JG, Kurugol S, Warfield SK. Active Deep Learning with Fisher Information for Patch-wise Semantic Segmentation. Deep Learning in Medical Image Analysis and Multimodal Learning For Clinical Decision Support : 4th International Workshop, Dlmia 2018, and 8th International Workshop, Ml-Cds 2018, Held in Conjunction With Miccai 2018, Granada, Spain, S.... 11045: 83-91. PMID 30450490 DOI: 10.1007/978-3-030-00889-5_10  0.304
2017 Moghadamfalahi M, Akcakaya M, Nezamfar H, Sourati J, Erdogmus D. An Active RBSE Framework to Generate Optimal Stimulus Sequences in a BCI for Spelling. Ieee Transactions On Signal Processing : a Publication of the Ieee Signal Processing Society. 65: 5381-5392. PMID 31871392 DOI: 10.1109/Tsp.2017.2728500  0.642
2017 Sourati J, Akcakaya M, Erdogmus D, Leen T, Dy JG. A Probabilistic Active Learning Algorithm based on Fisher Information Ratio. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 28858784 DOI: 10.1109/Tpami.2017.2743707  0.585
2017 Sourati J, Kazmierczak SC, Akcakaya M, Dy JG, Leen TK, Erdogmus D. Assessing subsets of analytes in context of detecting laboratory errors. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2016: 5793-5796. PMID 28269571 DOI: 10.1109/EMBC.2016.7592044  0.451
2016 Sourati J, Akcakaya M, Dy JG, Leen TK, Erdogmus D. Classification active learning based on mutual information Entropy. 18. DOI: 10.3390/E18020051  0.582
2015 Moghadamfalahi M, Sourati J, Akcakaya M, Nezamfar H, Haghighi M, Erdogmus D. Active learning for efficient querying from a human oracle with noisy response in a language-model assisted brain computer interface Ieee International Workshop On Machine Learning For Signal Processing, Mlsp. 2015. DOI: 10.1109/MLSP.2015.7324369  0.508
2015 Sourati J, Erdogmus D, Akcakaya M, Kazmierczak SC, Leen TK. A novel delta check method for detecting laboratory errors Ieee International Workshop On Machine Learning For Signal Processing, Mlsp. 2015. DOI: 10.1109/MLSP.2015.7324343  0.489
2014 Sourati J, Erdogmus D, Dy JG, Brooks DH. Accelerated learning-based interactive image segmentation using pairwise constraints. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 23: 3057-70. PMID 24860031 DOI: 10.1109/Tip.2014.2325783  0.632
2013 Sourati J, Kose K, Rajadhyaksha M, Dy JG, Erdogmus D, Brooks DH. Automated localization of wrinkles and the dermo-epidermal junction in obliquely oriented reflectance confocal microscopic images of human skin Proceedings of Spie. 8565: 856503. DOI: 10.1117/12.2006489  0.493
2012 Sourati J, Brooks DH, Dy JG, Erdogmus D. CONSTRAINED SPECTRAL CLUSTERING FOR IMAGE SEGMENTATION. Ieee International Workshop On Machine Learning For Signal Processing : [Proceedings]. Ieee International Workshop On Machine Learning For Signal Processing. 2013: 1-6. PMID 24466500 DOI: 10.1109/MLSP.2012.6349765  0.511
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