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Erschienen in: Journal of Digital Imaging 1/2005

01.03.2005

Efficient Computerized Polyp Detection for CT Colonography

verfasst von: Hong Li, PhD, Benoit Pineau, MD, Peter Santago, PhD

Erschienen in: Journal of Imaging Informatics in Medicine | Ausgabe 1/2005

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Excerpt

COLORECTAL CARCINOMA is the leading cause of cancer-related death in the nonsmoking United States population, with about 60,000 annual fatalities.1 Yet it is the most preventable cancer if the cancer precursor, polyps, can be detected and removed at an early stage. The current gold standard for colorectal cancer screening is optical colonoscopy because of its high accuracy compared to other screening methods such as fecal occult blood test, double-contrast barium enema, and sigmoidoscopy. Increased optical colonoscopy compliance for subjects over 50 would substantially decrease the cancer mortality; however, fewer than 40% of the average risk adults reported having received a optical colonoscopy in the past 5 years.1 Optical colonoscopy compliance is low due to its discomfort, perforation risk, high cost, and high negative statistic. …
Literatur
1.
Zurück zum Zitat Smith, RA, Cokkinides, V, Eyre, HJ 20042004 American Cancer Society Guidelines for the Early Detection of Cancer, 2004CA Cancer J Clin544152PubMedCrossRef Smith, RA, Cokkinides, V, Eyre, HJ 20042004 American Cancer Society Guidelines for the Early Detection of Cancer, 2004CA Cancer J Clin544152PubMedCrossRef
2.
Zurück zum Zitat Vining D, Gelfand D: Non-invasive colonoscopy using helical CT scanning, 3D reconstruction and virtual reality. Syllabus: 23rd annual meeting. Society of Gestrointestinal Radiologists, Maui, Hawaii, 1994 Vining D, Gelfand D: Non-invasive colonoscopy using helical CT scanning, 3D reconstruction and virtual reality. Syllabus: 23rd annual meeting. Society of Gestrointestinal Radiologists, Maui, Hawaii, 1994
3.
Zurück zum Zitat Pickhardt, PJ, Chio, JR, Hwang, I, et al. 2003Computed tomographic virtual colonoscopy to screen colorectal neoplasia in asymptomatic adultsN Engl J Med34921912200CrossRefPubMed Pickhardt, PJ, Chio, JR, Hwang, I,  et al. 2003Computed tomographic virtual colonoscopy to screen colorectal neoplasia in asymptomatic adultsN Engl J Med34921912200CrossRefPubMed
4.
Zurück zum Zitat Laghi, A, Iannaccone, R, Carbone, I, et al. 2002Detection of colorectal lesions with virtual computed tomographic colonographyAm J Surg183124131CrossRefPubMed Laghi, A, Iannaccone, R, Carbone, I,  et al. 2002Detection of colorectal lesions with virtual computed tomographic colonographyAm J Surg183124131CrossRefPubMed
5.
Zurück zum Zitat Gluecker, TM, Fletcher, JG 2002CT colonography (virtual colonoscopy) for the detection of colorectal polyps and neoplasms: current status and future developmentEu J Cancer382070-2078CrossRef Gluecker, TM, Fletcher, JG 2002CT colonography (virtual colonoscopy) for the detection of colorectal polyps and neoplasms: current status and future developmentEu J Cancer382070-2078CrossRef
6.
Zurück zum Zitat Yee, J, Akerkar, GA, Hung, RK, et al. 2001Colorectal characteristics of CT colonography for detection in 300 patientsRadiology219685692PubMed Yee, J, Akerkar, GA, Hung, RK,  et al. 2001Colorectal characteristics of CT colonography for detection in 300 patientsRadiology219685692PubMed
7.
Zurück zum Zitat McFarland, E, Pilgram, TK, Brinks, JA, et al. 2002CT colonography: multiobserver diagnostic performanceRadiology225380390PubMed McFarland, E, Pilgram, TK, Brinks, JA,  et al. 2002CT colonography: multiobserver diagnostic performanceRadiology225380390PubMed
8.
Zurück zum Zitat Pickhardt, P 2003Three-dimensional endoluminal CT colonography (Virtual Colonoscopy): Comparison of three commercially available systemsAm J Radiol18115991606 Pickhardt, P 2003Three-dimensional endoluminal CT colonography (Virtual Colonoscopy): Comparison of three commercially available systemsAm J Radiol18115991606
9.
Zurück zum Zitat Yoshida, H, Nappi, J 2001Three-dimensional computer-aided diagnosis scheme for detection of colonic polypIEEE Trans Med Imaging2012611274CrossRefPubMed Yoshida, H, Nappi, J 2001Three-dimensional computer-aided diagnosis scheme for detection of colonic polypIEEE Trans Med Imaging2012611274CrossRefPubMed
10.
Zurück zum Zitat Nappi, J, Yoshida, H 2003Feature-guided analysis for reduction of FPs in CAD of polyps for computed tomographic colonographyMed Phys3015921601CrossRefPubMed Nappi, J, Yoshida, H 2003Feature-guided analysis for reduction of FPs in CAD of polyps for computed tomographic colonographyMed Phys3015921601CrossRefPubMed
11.
Zurück zum Zitat Gokturk, SB, Tomasi, C, Acar, B, et al. 2001A statistical 3-D pattern processing method for computer-aided detection of polyps in CT colonographyIEEE Trans Med Imaging2012511260CrossRefPubMed Gokturk, SB, Tomasi, C, Acar, B,  et al. 2001A statistical 3-D pattern processing method for computer-aided detection of polyps in CT colonographyIEEE Trans Med Imaging2012511260CrossRefPubMed
12.
Zurück zum Zitat Acar, B, Beaulieu, CF, Gokturk, SB, et al. 2002Edge displacement field-based classification for improved detection of polyps in CT colonographyIEEE Trans Med Imaging2114611467CrossRefPubMed Acar, B, Beaulieu, CF, Gokturk, SB,  et al. 2002Edge displacement field-based classification for improved detection of polyps in CT colonographyIEEE Trans Med Imaging2114611467CrossRefPubMed
13.
Zurück zum Zitat Summer, RM 2002Challenges for computer-aided diagnosis for CT colonographyAbdom Imaging27268274PubMed Summer, RM 2002Challenges for computer-aided diagnosis for CT colonographyAbdom Imaging27268274PubMed
14.
Zurück zum Zitat Li, H, Santago, P 2004Automatic colon segmentation with dual scan CT colonographyJ Digit Imaging17in press Li, H, Santago, P 2004Automatic colon segmentation with dual scan CT colonographyJ Digit Imaging17in press
15.
Zurück zum Zitat Summers, RM, Beaulieu, CF, Pusanik, LM, et al. 2000Automated polyp detector for CT colonography: feasibility studyRadiology216284290PubMed Summers, RM, Beaulieu, CF, Pusanik, LM,  et al. 2000Automated polyp detector for CT colonography: feasibility studyRadiology216284290PubMed
16.
Zurück zum Zitat Summers, RM, Johnson, CD, Pusanik, LM, et al. 2001Automated polyp detector for CT colonography: feasibility assessment in a human populationRadiology2195159PubMed Summers, RM, Johnson, CD, Pusanik, LM,  et al. 2001Automated polyp detector for CT colonography: feasibility assessment in a human populationRadiology2195159PubMed
17.
Zurück zum Zitat Chen, D, Liang, Z, Wax, MR, et al. 2000A novel approach to extract colon lumen from CT image for virtual colonoscopyIEEE Trans Med Imaging1912201226CrossRefPubMed Chen, D, Liang, Z, Wax, MR,  et al. 2000A novel approach to extract colon lumen from CT image for virtual colonoscopyIEEE Trans Med Imaging1912201226CrossRefPubMed
18.
Zurück zum Zitat Fukunaga, K 1990Introduction to Statistical Pattern RecognitionAcademic PressSan Diego, CA Fukunaga, K 1990Introduction to Statistical Pattern RecognitionAcademic PressSan Diego, CA
19.
Zurück zum Zitat Stoke, J 1969Differential GeometryWiley-InterscienceNew York Stoke, J 1969Differential GeometryWiley-InterscienceNew York
20.
Zurück zum Zitat Stokely, EM, Wu, SY 1992Surface Parameterization and curvature measurement of arbitrary 3-D objects: Five practical methodsIEEE Trans. Patten Analysis and Machine Intelligence14833840CrossRef Stokely, EM, Wu, SY 1992Surface Parameterization and curvature measurement of arbitrary 3-D objects: Five practical methodsIEEE Trans. Patten Analysis and Machine Intelligence14833840CrossRef
21.
Zurück zum Zitat Bond, JH 2000Polyp guideline: diagnosis, treatment, and surveillance for patients with colorectal polypsAm J Gastroenterol9530533063CrossRefPubMed Bond, JH 2000Polyp guideline: diagnosis, treatment, and surveillance for patients with colorectal polypsAm J Gastroenterol9530533063CrossRefPubMed
Metadaten
Titel
Efficient Computerized Polyp Detection for CT Colonography
verfasst von
Hong Li, PhD
Benoit Pineau, MD
Peter Santago, PhD
Publikationsdatum
01.03.2005
Erschienen in
Journal of Imaging Informatics in Medicine / Ausgabe 1/2005
Print ISSN: 2948-2925
Elektronische ISSN: 2948-2933
DOI
https://doi.org/10.1007/s10278-004-1033-3

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