Texture analysis of digitized prostate pathologic cross section

David E. Pitts; Saganti B. Premkumar; A. G. Houston; Richard J. Babaian; Patricia Troncoso

Texture analysis of digitized prostate pathologic cross section

David E. Pitts, Saganti B. Premkumar, A. G. Houston, Richard J. Babaian, Patricia Troncoso

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

Understanding the texture attributes of prostate cancer lesions and identifying corresponding features on the ultrasound images (transrectal ultrasound images of the prostate) has been the aim of present investigation. Prostate glands, surgically removed through prostatectomy, are provided as serial whole mount cross-sections at 4 mm intervals from base to apex of the gland. Digitized images of these whole mount cross-sections are obtained using a photographic capture procedure for the present study. Texture analyses of these digitized image planes have been conducted for classification of each cross-section into benign and cancer regions through a supervised classification scheme. Preliminary results of supervised maximum likelihood classification of these 512 × 512 images in a 9 × 9 pixel window size are presented.

Original language	English (US)
Title of host publication	Proceedings of SPIE - The International Society for Optical Engineering
Editors	Murray H. Loew
Publisher	Publ by Society of Photo-Optical Instrumentation Engineers
Pages	465-470
Number of pages	6
ISBN (Print)	0819411310
State	Published - 1993
Externally published	Yes
Event	Medical Imaging 1993: Image Processing - Newport Beach, CA, USA Duration: Feb 14 1992 → Feb 19 1992

Publication series

Name	Proceedings of SPIE - The International Society for Optical Engineering
Volume	1898
ISSN (Print)	0277-786X

Other

Other	Medical Imaging 1993: Image Processing
City	Newport Beach, CA, USA
Period	2/14/92 → 2/19/92

ASJC Scopus subject areas

Electronic, Optical and Magnetic Materials
Condensed Matter Physics
Computer Science Applications
Applied Mathematics
Electrical and Electronic Engineering

Cite this

Pitts, D. E., Premkumar, S. B., Houston, A. G., Babaian, R. J., & Troncoso, P. (1993). Texture analysis of digitized prostate pathologic cross section. In M. H. Loew (Ed.), Proceedings of SPIE - The International Society for Optical Engineering (pp. 465-470). (Proceedings of SPIE - The International Society for Optical Engineering; Vol. 1898). Publ by Society of Photo-Optical Instrumentation Engineers.

Texture analysis of digitized prostate pathologic cross section. / Pitts, David E.; Premkumar, Saganti B.; Houston, A. G. et al.
Proceedings of SPIE - The International Society for Optical Engineering. ed. / Murray H. Loew. Publ by Society of Photo-Optical Instrumentation Engineers, 1993. p. 465-470 (Proceedings of SPIE - The International Society for Optical Engineering; Vol. 1898).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Pitts, DE, Premkumar, SB, Houston, AG, Babaian, RJ & Troncoso, P 1993, Texture analysis of digitized prostate pathologic cross section. in MH Loew (ed.), Proceedings of SPIE - The International Society for Optical Engineering. Proceedings of SPIE - The International Society for Optical Engineering, vol. 1898, Publ by Society of Photo-Optical Instrumentation Engineers, pp. 465-470, Medical Imaging 1993: Image Processing, Newport Beach, CA, USA, 2/14/92.

Pitts DE, Premkumar SB, Houston AG, Babaian RJ, Troncoso P. Texture analysis of digitized prostate pathologic cross section. In Loew MH, editor, Proceedings of SPIE - The International Society for Optical Engineering. Publ by Society of Photo-Optical Instrumentation Engineers. 1993. p. 465-470. (Proceedings of SPIE - The International Society for Optical Engineering).

Pitts, David E. ; Premkumar, Saganti B. ; Houston, A. G. et al. / Texture analysis of digitized prostate pathologic cross section. Proceedings of SPIE - The International Society for Optical Engineering. editor / Murray H. Loew. Publ by Society of Photo-Optical Instrumentation Engineers, 1993. pp. 465-470 (Proceedings of SPIE - The International Society for Optical Engineering).

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AB - Understanding the texture attributes of prostate cancer lesions and identifying corresponding features on the ultrasound images (transrectal ultrasound images of the prostate) has been the aim of present investigation. Prostate glands, surgically removed through prostatectomy, are provided as serial whole mount cross-sections at 4 mm intervals from base to apex of the gland. Digitized images of these whole mount cross-sections are obtained using a photographic capture procedure for the present study. Texture analyses of these digitized image planes have been conducted for classification of each cross-section into benign and cancer regions through a supervised classification scheme. Preliminary results of supervised maximum likelihood classification of these 512 × 512 images in a 9 × 9 pixel window size are presented.

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Texture analysis of digitized prostate pathologic cross section

Abstract

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