My Publications
- Du, S., Mao, X., Sajda, P., Shungu, D. (2008). Automated Tissue Segmentation and Blind Recovery of 1H MRSI Spectral Patterns of Normal and Diseased Human Brain. NMR in Biomedicine 21 (1), 33-41.
- Su, Y., Thakur, S., Sasan, K., Du, S., Sajda, P., Huang, W., Parra, L. (2008). Spectrum Separation Resolves Partial Volume Effect of MRSI as Demonstrated on Brain Tumor. NMR in Biomedicine , 21(10), 1030-1042.
- Shungu, D., Du, S., Mao, X., Heier, L. A., Pannullo, S. C., Sajda, P. (2007). Automated Analysis of 1 H Magnetic Resonance Metabolic Imaging Data as an Aid to Clinical Decision-Making in the Evaluation of Intracranial Lesions. 2007 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 4327-4330.
- Sasan, K., Du, S., Thakur, S., Su, Y. (2007). Spectral separation resolves partial volume effect in MRSI: A validation study. 2007 IEEE 33rd Annual Northeast Bioengineering Conference, 90-91.
- Shungu, D., Du, S., Mao, X. (2007). Automated analysis of 1H magnetic resonance metabolic imaging data as an aid to clinical decision-making in the evaluation of intracranial lesions. Engineering in Medicine and Biology Society, 2007. EMBC 2007. Conference Proceedings. Lyon FRANCE, 2007:4327-30.
- Du, S., Mao, X., Sajda, P., Shungu, D. (2006). Automated tissue segmentation and blind recovery of 1H MRS imaging spectral patterns of normal and diseased human brain. NMR in Biomedicine, 21(1), 33-41.
- Zhao, Q., Stoyanova, R., Du, S., Sajda, P., Brown, T. R. (2006). HiRes—a tool for comprehensive assessment and interpretation of metabolomic data. Bioinformatics, 22 (20), 2562-2564.
- Koniarek, J., Du, S., Sajda, P., Gouras, P., Smith, R. (2006). Hyperspectral Signatures of Rabbit Retina Sections. Investigative Ophthalmology & Visual Science, 47 (13), 4073.
- Du, S., Sajda, P., Koniarek, J., Smith, R. (2006). Automatic Segmentation of Drusen in Fundus Image Using Non–Negative Matrix Factorization. Investigative Ophthalmology & Visual Science, 47 (13), 5730-5730.
- Zhao, Q., Stoyanova, R., Du, S., Sajda, P. (2006). HiRes – A Tool for Comprehensive Assessment and Interpretation of Metabolomic Data. Bioinformatics, 22:20, 2552-2554.
- Du, S., Sajda, P., Stoyanova, R., Brown, T. R. (2005). Recovery of metabolomic spectral sources using non-negative matrix factorization. Engineering in Medicine and Biology Society, 2005 (EMBC 2005) , Shanghai, China, Sept. 1-4, 2005. Student Finalist, Best Paper Award.
- Sajda, P., Du, S., Brown, T. R., Stoyanova, R., Shungu, D., Mao, X., Parra, L. (2004). Non-negative matrix factorization for rapid recovery of constituent spectra in magnetic resonance chemical shift imaging of the brain. IEEE Transactions on Medical Imaging, 23(12), 1453-1465.
- Du, S., Mao, X., Shungu, D., Sajda, P. (2004). Blind recovery of biochemical markers of brain cancer in MRSI. SPIE Medical Imaging 2004, 5370, 726-733. Awarded the Michael Merickel Award for Best Student Paper in Medical Imaging.
- Du, S., Sajda, P., Mao, X., Shungu, D. (2004). Multi-resolution hierarchical blind recovery of biochemical markers of brain cancer in MRSI. IEEE International Symposium on Biomedical Imaging 2004, 233-236.
- Sajda, P., Du, S., Brown, T. R., Stoyanova, R., Shungu, D., Mao, X., Parra, L. (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 (12), 1453-1465.
- Du, S., Sajda, P., Mao, X., Shungu, D. (2004). Multiresolution hierarchical blind recovery of biochemical markers of brain cancer in MRSI. Biomedical Imaging: Nano to Macro, 2004. IEEE International Symposium on, 233-236.
- Sajda, P., Du, S., Parra, L. (2003). Recovery of constituent spectra using non-negative matrix factorization. SPIE Wavelets X, San Diego, CA, 321-331.
- Sajda, P., Du, S., Parra, L., Stoyanova, R., Brown, T. R. (2003). Recovery of constituent spectra in 3D chemical shift imaging using non-negative matrix factorization. Proc. 4th International Symposium on Independent Component Analysis and Blind Signal Separation, April, 2003, Nara, JAPAN, 71-76.
