Cavouras D - Search Results

1

Improving accuracy in astrocytomas grading by integrating a robust least squares mapping driven support vector machine classifier into a two level grade classification scheme.

Glotsos D, Kalatzis I, Spyridonos P, Kostopoulos S, Daskalakis A, Athanasiadis E, Ravazoula P, Nikiforidis G, Cavouras D. Glotsos D, et al. Among authors: cavouras d. Comput Methods Programs Biomed. 2008 Jun;90(3):251-61. doi: 10.1016/j.cmpb.2008.01.006. Epub 2008 Mar 17. Comput Methods Programs Biomed. 2008. PMID: 18343526

2

Computer-based malignancy grading of astrocytomas employing a support vector machine classifier, the WHO grading system and the regular hematoxylin-eosin diagnostic staining procedure.

Glotsos D, Spyridonos P, Petalas P, Cavouras D, Ravazoula P, Dadioti PA, Lekka I, Nikiforidis G. Glotsos D, et al. Among authors: cavouras d. Anal Quant Cytol Histol. 2004 Apr;26(2):77-83. Anal Quant Cytol Histol. 2004. PMID: 15131894

3

Automated segmentation of routinely hematoxylin-eosin-stained microscopic images by combining support vector machine clustering and active contour models.

Glotsos D, Spyridonos P, Cavouras D, Ravazoula P, Dadioti PA, Nikiforidis G. Glotsos D, et al. Among authors: cavouras d. Anal Quant Cytol Histol. 2004 Dec;26(6):331-40. Anal Quant Cytol Histol. 2004. PMID: 15678615

4

Automated diagnosis of brain tumours astrocytomas using probabilistic neural network clustering and support vector machines.

Glotsos D, Tohka J, Ravazoula P, Cavouras D, Nikiforidis G. Glotsos D, et al. Among authors: cavouras d. Int J Neural Syst. 2005 Feb-Apr;15(1-2):1-11. doi: 10.1142/S0129065705000013. Int J Neural Syst. 2005. PMID: 15912578

5

Improving brain tumor characterization on MRI by probabilistic neural networks and non-linear transformation of textural features.

Georgiadis P, Cavouras D, Kalatzis I, Daskalakis A, Kagadis GC, Sifaki K, Malamas M, Nikiforidis G, Solomou E. Georgiadis P, et al. Among authors: cavouras d. Comput Methods Programs Biomed. 2008 Jan;89(1):24-32. doi: 10.1016/j.cmpb.2007.10.007. Epub 2007 Nov 28. Comput Methods Programs Biomed. 2008. PMID: 18053610

6

A comparative study of individual and ensemble majority vote cDNA microarray image segmentation schemes, originating from a spot-adjustable based restoration framework.

Daskalakis A, Glotsos D, Kostopoulos S, Cavouras D, Nikiforidis G. Daskalakis A, et al. Among authors: cavouras d. Comput Methods Programs Biomed. 2009 Jul;95(1):72-88. doi: 10.1016/j.cmpb.2009.01.007. Epub 2009 Mar 10. Comput Methods Programs Biomed. 2009. PMID: 19278747

7

A multi-classifier system for the characterization of normal, infectious, and cancerous prostate tissues employing transrectal ultrasound images.

Glotsos D, Kalatzis I, Theocharakis P, Georgiadis P, Daskalakis A, Ninos K, Zoumboulis P, Filippidou A, Cavouras D. Glotsos D, et al. Among authors: cavouras d. Comput Methods Programs Biomed. 2010 Jan;97(1):53-61. doi: 10.1016/j.cmpb.2009.07.003. Epub 2009 Aug 3. Comput Methods Programs Biomed. 2010. PMID: 19647888

8

An intensity-region driven multi-classifier scheme for improving the classification accuracy of proteomic MS-spectra.

Bougioukos P, Glotsos D, Cavouras D, Daskalakis A, Kalatzis I, Kostopoulos S, Nikiforidis G, Bezerianos A. Bougioukos P, et al. Among authors: cavouras d. Comput Methods Programs Biomed. 2010 Aug;99(2):147-53. doi: 10.1016/j.cmpb.2009.11.003. Epub 2009 Dec 9. Comput Methods Programs Biomed. 2010. PMID: 20004492

9

A pilot study investigating the minimum requirements necessary for grading astrocytomas remotely.

Glotsos D, Georgiadis P, Kostopoulos S, Daskalakis A, Kalatzis I, Ravazoula P, Cavouras D. Glotsos D, et al. Among authors: cavouras d. Anal Quant Cytol Histol. 2009 Oct;31(5):262-8. Anal Quant Cytol Histol. 2009. PMID: 20701092

10

Image quilting and wavelet fusion for creation of synthetic microscopy nuclei images.

Glotsos D, Kostopoulos S, Ravazoula P, Cavouras D. Glotsos D, et al. Among authors: cavouras d. Comput Methods Programs Biomed. 2018 Aug;162:177-186. doi: 10.1016/j.cmpb.2018.05.023. Epub 2018 May 17. Comput Methods Programs Biomed. 2018. PMID: 29903484

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