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Supervised regularized canonical correlation analysis: integrating histologic and proteomic measurements for predicting biochemical recurrence following prostate surgery.

Golugula A, Lee G, Master SR, Feldman MD, Tomaszewski JE, Speicher DW, Madabhushi A. Golugula A, et al. BMC Bioinformatics. 2011 Dec 19;12:483. doi: 10.1186/1471-2105-12-483. BMC Bioinformatics. 2011. PMID: 22182303 Free PMC article.

Evaluating feature selection strategies for high dimensional, small sample size datasets.

Golugula A, Lee G, Madabhushi A. Golugula A, et al. Annu Int Conf IEEE Eng Med Biol Soc. 2011;2011:949-52. doi: 10.1109/IEMBS.2011.6090214. Annu Int Conf IEEE Eng Med Biol Soc. 2011. PMID: 22254468

Supervised regularized canonical correlation analysis: integrating histologic and proteomic data for predicting biochemical failures.

Golugula A, Lee G, Master SR, Feldman MD, Tomaszewski JE, Madabhushi A. Golugula A, et al. Annu Int Conf IEEE Eng Med Biol Soc. 2011;2011:6434-7. doi: 10.1109/IEMBS.2011.6091588. Annu Int Conf IEEE Eng Med Biol Soc. 2011. PMID: 22255811

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