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Shuyan Du, Ph.D.

Affiliations: 
2006 Columbia University, New York, NY 
Area:
Theoretical Neuroscience, Cognitive/Systems Neuroscience, Brain Imaging, Systems and Circuits
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"Shuyan Du"
Mean distance: 17.18 (cluster 29)
 		SNBCP
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Paul Sajda grad student 2006 Columbia
 (Machine learning for recovering spectral signatures of disease.)

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Publications

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Su Y, Thakur SB, Karimi S, et al. (2008) Spectrum separation resolves partial-volume effect of MRSI as demonstrated on brain tumor scans. Nmr in Biomedicine. 21: 1030-42
Du S, Mao X, Sajda P, et al. (2008) Automated tissue segmentation and blind recovery of (1)H MRS imaging spectral patterns of normal and diseased human brain. Nmr in Biomedicine. 21: 33-41
Shungu DC, Du S, Mao X, et al. (2007) Automated analysis of 1H magnetic resonance metabolic imaging data as an aid to clinical decision-making in the evaluation of intracranial lesions. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2007: 4327-30
Su Y, Thakur SB, Sasan K, et al. (2007) Spectral separation resolves partial volume effect in MRSI: A validation study Bioengineering, Proceedings of the Northeast Conference. 90-91
Zhao Q, Stoyanova R, Du S, et al. (2006) HiRes--a tool for comprehensive assessment and interpretation of metabolomic data. Bioinformatics (Oxford, England). 22: 2562-4
Du S, Sajda P, Brown T, et al. (2005) Recovery of Metabolomic Spectral Sources using Non-negative Matrix Factorization. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2: 1095-8
Du S, Sajda P, Stoyanova R, et al. (2005) Recovery of Metabolomic Spectral Sources using Non-negative Matrix Factorization. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 5: 4731-4
Du S, Sajda P, Stoyanova R, et al. (2005) Recovery of Metabolomic Spectral Sources using Non-negative Matrix Factorization Annual International Conference of the Ieee Engineering in Medicine and Biology - Proceedings. 7: 4731-4734
Sajda P, Du S, Brown TR, et al. (2004) Nonnegative matrix factorization for rapid recovery of constituent spectra in magnetic resonance chemical shift imaging of the brain. Ieee Transactions On Medical Imaging. 23: 1453-65
Du S, Mao X, Shungu D, et al. (2004) Blind recovery of biochemical markers of brain cancer in MRSI Proceedings of Spie - the International Society For Optical Engineering. 5370: 726-733
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