Microcalcification detection system for computer aided diagnosis

Ho Kyung Kang; Sung Min Kim; Yong Man Ro

Microcalcification detection system for computer aided diagnosis

Ho Kyung Kang
, Sung Min Kim
, Yong Man Ro

Department of Biomedical Engineering

Korea Advanced Institute of Science and Technology

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

Abstract

Microcalcification detection is a major part of diagnosis in early stage of breast cancer. In this paper, we propose a microcalcification detection system integrating mammogram pre-processing module for image enhancement and microcalcification detection module. In the pre-processing, contrast enhancement and background segmentation are performed. And microcalcification detection module employed multistage ANN (Artificial Neural Network). Experiments results show that the proposed microcalcification detection system shows good performance especially for scanned mammograms. Keywords: Mammography, Breast Cancer, Microcalcification.

Original language	English
Title of host publication	Proceedings of the 2005 International Conference on Imaging Science, Systems, and Technology
Subtitle of host publication	Computer Graphics, CISST'05
Pages	237-243
Number of pages	7
State	Published - 2005
Event	2005 International Conference on Imaging Science, Systems, and Technology: Computer Graphics, CISST'05 - Las Vegas, NV, United States Duration: 27 Jun 2005 → 30 Jun 2005

Publication series

Name	Proceedings of the 2005 International Conference on Imaging Science, Systems, and Technology: Computer Graphics, CISST'05

Conference

Conference	2005 International Conference on Imaging Science, Systems, and Technology: Computer Graphics, CISST'05
Country/Territory	United States
City	Las Vegas, NV
Period	27/06/05 → 30/06/05

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 3 Good Health and Well-being

Keywords

Breast cancer
Mammography
Microcalcification

Cite this

Kang, H. K., Kim, S. M., & Ro, Y. M. (2005). Microcalcification detection system for computer aided diagnosis. In Proceedings of the 2005 International Conference on Imaging Science, Systems, and Technology: Computer Graphics, CISST'05 (pp. 237-243). (Proceedings of the 2005 International Conference on Imaging Science, Systems, and Technology: Computer Graphics, CISST'05).

Kang, Ho Kyung ; Kim, Sung Min ; Ro, Yong Man. / Microcalcification detection system for computer aided diagnosis. Proceedings of the 2005 International Conference on Imaging Science, Systems, and Technology: Computer Graphics, CISST'05. 2005. pp. 237-243 (Proceedings of the 2005 International Conference on Imaging Science, Systems, and Technology: Computer Graphics, CISST'05).

@inproceedings{e352a01f2c4b4104a3b86ea0a2cc6724,

title = "Microcalcification detection system for computer aided diagnosis",

abstract = "Microcalcification detection is a major part of diagnosis in early stage of breast cancer. In this paper, we propose a microcalcification detection system integrating mammogram pre-processing module for image enhancement and microcalcification detection module. In the pre-processing, contrast enhancement and background segmentation are performed. And microcalcification detection module employed multistage ANN (Artificial Neural Network). Experiments results show that the proposed microcalcification detection system shows good performance especially for scanned mammograms. Keywords: Mammography, Breast Cancer, Microcalcification.",

keywords = "Breast cancer, Mammography, Microcalcification",

author = "Kang, \{Ho Kyung\} and Kim, \{Sung Min\} and Ro, \{Yong Man\}",

year = "2005",

language = "English",

isbn = "9781932415643",

series = "Proceedings of the 2005 International Conference on Imaging Science, Systems, and Technology: Computer Graphics, CISST'05",

pages = "237--243",

booktitle = "Proceedings of the 2005 International Conference on Imaging Science, Systems, and Technology",

note = "2005 International Conference on Imaging Science, Systems, and Technology: Computer Graphics, CISST'05 ; Conference date: 27-06-2005 Through 30-06-2005",

}

Kang, HK, Kim, SM & Ro, YM 2005, Microcalcification detection system for computer aided diagnosis. in Proceedings of the 2005 International Conference on Imaging Science, Systems, and Technology: Computer Graphics, CISST'05. Proceedings of the 2005 International Conference on Imaging Science, Systems, and Technology: Computer Graphics, CISST'05, pp. 237-243, 2005 International Conference on Imaging Science, Systems, and Technology: Computer Graphics, CISST'05, Las Vegas, NV, United States, 27/06/05.

Microcalcification detection system for computer aided diagnosis. / Kang, Ho Kyung; Kim, Sung Min; Ro, Yong Man.
Proceedings of the 2005 International Conference on Imaging Science, Systems, and Technology: Computer Graphics, CISST'05. 2005. p. 237-243 (Proceedings of the 2005 International Conference on Imaging Science, Systems, and Technology: Computer Graphics, CISST'05).

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

TY - GEN

T1 - Microcalcification detection system for computer aided diagnosis

AU - Kang, Ho Kyung

AU - Kim, Sung Min

AU - Ro, Yong Man

PY - 2005

Y1 - 2005

N2 - Microcalcification detection is a major part of diagnosis in early stage of breast cancer. In this paper, we propose a microcalcification detection system integrating mammogram pre-processing module for image enhancement and microcalcification detection module. In the pre-processing, contrast enhancement and background segmentation are performed. And microcalcification detection module employed multistage ANN (Artificial Neural Network). Experiments results show that the proposed microcalcification detection system shows good performance especially for scanned mammograms. Keywords: Mammography, Breast Cancer, Microcalcification.

AB - Microcalcification detection is a major part of diagnosis in early stage of breast cancer. In this paper, we propose a microcalcification detection system integrating mammogram pre-processing module for image enhancement and microcalcification detection module. In the pre-processing, contrast enhancement and background segmentation are performed. And microcalcification detection module employed multistage ANN (Artificial Neural Network). Experiments results show that the proposed microcalcification detection system shows good performance especially for scanned mammograms. Keywords: Mammography, Breast Cancer, Microcalcification.

KW - Breast cancer

KW - Mammography

KW - Microcalcification

UR - https://www.scopus.com/pages/publications/60749104460

M3 - Conference contribution

AN - SCOPUS:60749104460

SN - 9781932415643

T3 - Proceedings of the 2005 International Conference on Imaging Science, Systems, and Technology: Computer Graphics, CISST'05

SP - 237

EP - 243

BT - Proceedings of the 2005 International Conference on Imaging Science, Systems, and Technology

T2 - 2005 International Conference on Imaging Science, Systems, and Technology: Computer Graphics, CISST'05

Y2 - 27 June 2005 through 30 June 2005

ER -

Microcalcification detection system for computer aided diagnosis

Abstract

Publication series

Conference

UN SDGs

Keywords

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