Development of digital processing techniques for computer-aided diagnosis in radiographic images

K. Doi; M. Giger; H. MacMahon; R. Nishikawa; R. Schmidt; K. Hoffmann; S. Katsuragawa; S. Sanada; F. Behlen; D. Sluis

doi:10.1109/IMAC.1993.665440

Development of digital processing techniques for computer-aided diagnosis in radiographic images

K. Doi
, M. Giger
, H. MacMahon
, R. Nishikawa
, R. Schmidt
, K. Hoffmann
, S. Katsuragawa
, S. Sanada
, F. Behlen
, D. Sluis

Neurosurgery

The University of Chicago

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

2 Scopus citations

Abstract

In this paper, we present the current levels of performance of our computer-aided diagnosis (CAD) schemes for detection of various abnormalities in chest radiographs and mammograms. Here, CAD refers to a diagnosis made by a radiologist who utilizes the results of computerized analyses of radiographic images as a "second opinion". The aim of CAD is to improve diagnostic accuracy by reducing the number of missed diagnoses. Our presentation includes (1) a high-speed computer system with a laser film digitizer for "real-time" calculation of CAD output, and (2) a six-monitor viewstation for review of computer output. CAD schemes include (1) the detection of lung nodules, interstitial infiltrates, cardiomegaly, and pneumothorax in chest radiography; (2) the identification of masses and clustered microcalcifications in mammography; and (3) the assessment of stenotic lesions in angiogmphy.

Original language	English
Title of host publication	Proceedings - 3rd International Conference on Image Management and Communication in Patient Care
Subtitle of host publication	Requirements, Implementation and Assessment of Digital Imaging in Medicine, IMAC 1993
Editors	Heinz U. Lemke, Seong K. Mun
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	110-115
Number of pages	6
ISBN (Electronic)	0818636408, 9780818636400
DOIs	https://doi.org/10.1109/IMAC.1993.665440
State	Published - 1993
Event	3rd International Conference on Image Management and Communication in Patient Care: Requirements, Implementation and Assessment of Digital Imaging in Medicine, IMAC 1993 - Berlin, Germany Duration: Jun 23 1993 → Jun 24 1993

Publication series

Name	Proceedings - 3rd International Conference on Image Management and Communication in Patient Care: Requirements, Implementation and Assessment of Digital Imaging in Medicine, IMAC 1993

Conference

Conference	3rd International Conference on Image Management and Communication in Patient Care: Requirements, Implementation and Assessment of Digital Imaging in Medicine, IMAC 1993
Country/Territory	Germany
City	Berlin
Period	06/23/93 → 06/24/93

Access to Document

10.1109/IMAC.1993.665440

Cite this

Doi, K., Giger, M., MacMahon, H., Nishikawa, R., Schmidt, R., Hoffmann, K., Katsuragawa, S., Sanada, S., Behlen, F., & Sluis, D. (1993). Development of digital processing techniques for computer-aided diagnosis in radiographic images. In H. U. Lemke, & S. K. Mun (Eds.), Proceedings - 3rd International Conference on Image Management and Communication in Patient Care: Requirements, Implementation and Assessment of Digital Imaging in Medicine, IMAC 1993 (pp. 110-115). Article 665440 (Proceedings - 3rd International Conference on Image Management and Communication in Patient Care: Requirements, Implementation and Assessment of Digital Imaging in Medicine, IMAC 1993). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/IMAC.1993.665440

Doi, K. ; Giger, M. ; MacMahon, H. et al. / Development of digital processing techniques for computer-aided diagnosis in radiographic images. Proceedings - 3rd International Conference on Image Management and Communication in Patient Care: Requirements, Implementation and Assessment of Digital Imaging in Medicine, IMAC 1993. editor / Heinz U. Lemke ; Seong K. Mun. Institute of Electrical and Electronics Engineers Inc., 1993. pp. 110-115 (Proceedings - 3rd International Conference on Image Management and Communication in Patient Care: Requirements, Implementation and Assessment of Digital Imaging in Medicine, IMAC 1993).

@inproceedings{d73e38e4cc564463960bc25a269cf2d2,

title = "Development of digital processing techniques for computer-aided diagnosis in radiographic images",

abstract = "In this paper, we present the current levels of performance of our computer-aided diagnosis (CAD) schemes for detection of various abnormalities in chest radiographs and mammograms. Here, CAD refers to a diagnosis made by a radiologist who utilizes the results of computerized analyses of radiographic images as a {"}second opinion{"}. The aim of CAD is to improve diagnostic accuracy by reducing the number of missed diagnoses. Our presentation includes (1) a high-speed computer system with a laser film digitizer for {"}real-time{"} calculation of CAD output, and (2) a six-monitor viewstation for review of computer output. CAD schemes include (1) the detection of lung nodules, interstitial infiltrates, cardiomegaly, and pneumothorax in chest radiography; (2) the identification of masses and clustered microcalcifications in mammography; and (3) the assessment of stenotic lesions in angiogmphy.",

author = "K. Doi and M. Giger and H. MacMahon and R. Nishikawa and R. Schmidt and K. Hoffmann and S. Katsuragawa and S. Sanada and F. Behlen and D. Sluis",

note = "Publisher Copyright: {\textcopyright} 1993 IEEE.; 3rd International Conference on Image Management and Communication in Patient Care: Requirements, Implementation and Assessment of Digital Imaging in Medicine, IMAC 1993 ; Conference date: 23-06-1993 Through 24-06-1993",

year = "1993",

doi = "10.1109/IMAC.1993.665440",

language = "English",

series = "Proceedings - 3rd International Conference on Image Management and Communication in Patient Care: Requirements, Implementation and Assessment of Digital Imaging in Medicine, IMAC 1993",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

pages = "110--115",

editor = "Lemke, \{Heinz U.\} and Mun, \{Seong K.\}",

booktitle = "Proceedings - 3rd International Conference on Image Management and Communication in Patient Care",

address = "United States",

}

Doi, K, Giger, M, MacMahon, H, Nishikawa, R, Schmidt, R, Hoffmann, K, Katsuragawa, S, Sanada, S, Behlen, F & Sluis, D 1993, Development of digital processing techniques for computer-aided diagnosis in radiographic images. in HU Lemke & SK Mun (eds), Proceedings - 3rd International Conference on Image Management and Communication in Patient Care: Requirements, Implementation and Assessment of Digital Imaging in Medicine, IMAC 1993., 665440, Proceedings - 3rd International Conference on Image Management and Communication in Patient Care: Requirements, Implementation and Assessment of Digital Imaging in Medicine, IMAC 1993, Institute of Electrical and Electronics Engineers Inc., pp. 110-115, 3rd International Conference on Image Management and Communication in Patient Care: Requirements, Implementation and Assessment of Digital Imaging in Medicine, IMAC 1993, Berlin, Germany, 06/23/93. https://doi.org/10.1109/IMAC.1993.665440

Development of digital processing techniques for computer-aided diagnosis in radiographic images. / Doi, K.; Giger, M.; MacMahon, H. et al.
Proceedings - 3rd International Conference on Image Management and Communication in Patient Care: Requirements, Implementation and Assessment of Digital Imaging in Medicine, IMAC 1993. ed. / Heinz U. Lemke; Seong K. Mun. Institute of Electrical and Electronics Engineers Inc., 1993. p. 110-115 665440 (Proceedings - 3rd International Conference on Image Management and Communication in Patient Care: Requirements, Implementation and Assessment of Digital Imaging in Medicine, IMAC 1993).

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

TY - GEN

T1 - Development of digital processing techniques for computer-aided diagnosis in radiographic images

AU - Doi, K.

AU - Giger, M.

AU - MacMahon, H.

AU - Nishikawa, R.

AU - Schmidt, R.

AU - Hoffmann, K.

AU - Katsuragawa, S.

AU - Sanada, S.

AU - Behlen, F.

AU - Sluis, D.

PY - 1993

Y1 - 1993

N2 - In this paper, we present the current levels of performance of our computer-aided diagnosis (CAD) schemes for detection of various abnormalities in chest radiographs and mammograms. Here, CAD refers to a diagnosis made by a radiologist who utilizes the results of computerized analyses of radiographic images as a "second opinion". The aim of CAD is to improve diagnostic accuracy by reducing the number of missed diagnoses. Our presentation includes (1) a high-speed computer system with a laser film digitizer for "real-time" calculation of CAD output, and (2) a six-monitor viewstation for review of computer output. CAD schemes include (1) the detection of lung nodules, interstitial infiltrates, cardiomegaly, and pneumothorax in chest radiography; (2) the identification of masses and clustered microcalcifications in mammography; and (3) the assessment of stenotic lesions in angiogmphy.

AB - In this paper, we present the current levels of performance of our computer-aided diagnosis (CAD) schemes for detection of various abnormalities in chest radiographs and mammograms. Here, CAD refers to a diagnosis made by a radiologist who utilizes the results of computerized analyses of radiographic images as a "second opinion". The aim of CAD is to improve diagnostic accuracy by reducing the number of missed diagnoses. Our presentation includes (1) a high-speed computer system with a laser film digitizer for "real-time" calculation of CAD output, and (2) a six-monitor viewstation for review of computer output. CAD schemes include (1) the detection of lung nodules, interstitial infiltrates, cardiomegaly, and pneumothorax in chest radiography; (2) the identification of masses and clustered microcalcifications in mammography; and (3) the assessment of stenotic lesions in angiogmphy.

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U2 - 10.1109/IMAC.1993.665440

DO - 10.1109/IMAC.1993.665440

M3 - Conference contribution

AN - SCOPUS:84955045146

T3 - Proceedings - 3rd International Conference on Image Management and Communication in Patient Care: Requirements, Implementation and Assessment of Digital Imaging in Medicine, IMAC 1993

SP - 110

EP - 115

BT - Proceedings - 3rd International Conference on Image Management and Communication in Patient Care

A2 - Lemke, Heinz U.

A2 - Mun, Seong K.

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 3rd International Conference on Image Management and Communication in Patient Care: Requirements, Implementation and Assessment of Digital Imaging in Medicine, IMAC 1993

Y2 - 23 June 1993 through 24 June 1993

ER -

Doi K, Giger M, MacMahon H, Nishikawa R, Schmidt R, Hoffmann K et al. Development of digital processing techniques for computer-aided diagnosis in radiographic images. In Lemke HU, Mun SK, editors, Proceedings - 3rd International Conference on Image Management and Communication in Patient Care: Requirements, Implementation and Assessment of Digital Imaging in Medicine, IMAC 1993. Institute of Electrical and Electronics Engineers Inc. 1993. p. 110-115. 665440. (Proceedings - 3rd International Conference on Image Management and Communication in Patient Care: Requirements, Implementation and Assessment of Digital Imaging in Medicine, IMAC 1993). doi: 10.1109/IMAC.1993.665440

Development of digital processing techniques for computer-aided diagnosis in radiographic images

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