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Erschienen in: Journal of Digital Imaging 2/2011

01.04.2011

An Automated DICOM Database Capable of Arbitrary Data Mining (Including Radiation Dose Indicators) for Quality Monitoring

verfasst von: Shanshan Wang, William Pavlicek, Catherine C. Roberts, Steve G. Langer, Muhong Zhang, Mengqi Hu, Richard L. Morin, Beth A. Schueler, Clinton V. Wellnitz, Teresa Wu

Erschienen in: Journal of Imaging Informatics in Medicine | Ausgabe 2/2011

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Abstract

The U.S. National Press has brought to full public discussion concerns regarding the use of medical radiation, specifically x-ray computed tomography (CT), in diagnosis. A need exists for developing methods whereby assurance is given that all diagnostic medical radiation use is properly prescribed, and all patients’ radiation exposure is monitored. The “DICOM Index Tracker©” (DIT) transparently captures desired digital imaging and communications in medicine (DICOM) tags from CT, nuclear imaging equipment, and other DICOM devices across an enterprise. Its initial use is recording, monitoring, and providing automatic alerts to medical professionals of excursions beyond internally determined trigger action levels of radiation. A flexible knowledge base, aware of equipment in use, enables automatic alerts to system administrators of newly identified equipment models or software versions so that DIT can be adapted to the new equipment or software. A dosimetry module accepts mammography breast organ dose, skin air kerma values from XA modalities, exposure indices from computed radiography, etc. upon receipt. The American Association of Physicists in Medicine recommended a methodology for effective dose calculations which are performed with CT units having DICOM structured dose reports. Web interface reporting is provided for accessing the database in real-time. DIT is DICOM-compliant and, thus, is standardized for international comparisons. Automatic alerts currently in use include: email, cell phone text message, and internal pager text messaging. This system extends the utility of DICOM for standardizing the capturing and computing of radiation dose as well as other quality measures.
Literatur
1.
Zurück zum Zitat The Joint Commission: The Joint Commission Sentinel Event Policy and Procedures, Oakbrook Terrace, IL, 2007 The Joint Commission: The Joint Commission Sentinel Event Policy and Procedures, Oakbrook Terrace, IL, 2007
5.
Zurück zum Zitat Opreanu RC, Kepros JP: Radiation doses associated with cardiac computed tomography angiography. JAMA 301(22):2324–2325, 2009PubMedCrossRef Opreanu RC, Kepros JP: Radiation doses associated with cardiac computed tomography angiography. JAMA 301(22):2324–2325, 2009PubMedCrossRef
6.
Zurück zum Zitat Brenner DJ, Hall EJ: Computed tomography: an increasing source of radiation exposure. N Engl J Med 357:2277–2284, 2007PubMedCrossRef Brenner DJ, Hall EJ: Computed tomography: an increasing source of radiation exposure. N Engl J Med 357:2277–2284, 2007PubMedCrossRef
7.
Zurück zum Zitat Amis Jr, ES, Butler PF, Applegate KE, Birnbaum SB, Brateman LF, Hevezi JM, Mettler FA, Morin RL, Pentecost MJ, Smith GG, Strauss KJ, Zeman RK: American College of Radiology white paper on radiation dose in medicine. J. Am Coll Radiol 4:272–284, 2007PubMedCrossRef Amis Jr, ES, Butler PF, Applegate KE, Birnbaum SB, Brateman LF, Hevezi JM, Mettler FA, Morin RL, Pentecost MJ, Smith GG, Strauss KJ, Zeman RK: American College of Radiology white paper on radiation dose in medicine. J. Am Coll Radiol 4:272–284, 2007PubMedCrossRef
9.
Zurück zum Zitat Langer S: Issues Surrounding PACS Archiving to External. Third-Party DICOM Archives. J Digit Imaging 22(1):48–52, 2009PubMedCrossRef Langer S: Issues Surrounding PACS Archiving to External. Third-Party DICOM Archives. J Digit Imaging 22(1):48–52, 2009PubMedCrossRef
10.
Zurück zum Zitat DICOM Structured Report WG-08 and WG-15 Supplement 94, WG-21 CT Dose SR DICOM Structured Report WG-08 and WG-15 Supplement 94, WG-21 CT Dose SR
11.
Zurück zum Zitat Reiner BI: The challenges, opportunities, and imperative of structured reporting in medical imaging. J Digit Imaging 22(6):1–7, 2009CrossRef Reiner BI: The challenges, opportunities, and imperative of structured reporting in medical imaging. J Digit Imaging 22(6):1–7, 2009CrossRef
13.
Zurück zum Zitat Prevedello LM, Sodickson AD, Andriole KP, Khorasani R: IT tools will be critical in helping reduce radiation exposure from medical imaging. J Am Coll Radiol. 6:125–126, 2009PubMedCrossRef Prevedello LM, Sodickson AD, Andriole KP, Khorasani R: IT tools will be critical in helping reduce radiation exposure from medical imaging. J Am Coll Radiol. 6:125–126, 2009PubMedCrossRef
14.
Zurück zum Zitat Peter MB, Schueler B, Pavlicek W, Langer S, Wang SS, Hu MQ, Wu T: Quality assurance and radiation dose monitoring for digital mammography using the dose index tracker, 2010. Annual Meeting of the Society for Imaging Informatics in Medicine (SIIM), Minneapolis, Minnesota, June 3–6, 2010 Peter MB, Schueler B, Pavlicek W, Langer S, Wang SS, Hu MQ, Wu T: Quality assurance and radiation dose monitoring for digital mammography using the dose index tracker, 2010. Annual Meeting of the Society for Imaging Informatics in Medicine (SIIM), Minneapolis, Minnesota, June 3–6, 2010
15.
Zurück zum Zitat Yakoumakis E, Tsalafoutas IA, Nikolaou D, Nazos I, Koulentianos E, Proukakis C: Differences in effective dose estimation from dose-area product and entrance surface dose measurements in intravenous urography. Br J Radiol 74:727–34, 2001PubMed Yakoumakis E, Tsalafoutas IA, Nikolaou D, Nazos I, Koulentianos E, Proukakis C: Differences in effective dose estimation from dose-area product and entrance surface dose measurements in intravenous urography. Br J Radiol 74:727–34, 2001PubMed
16.
Zurück zum Zitat Einstein AJ, Henzlova MJ, Rajagopalan S: Estimating risk of cancer associated with radiation exposure from 64-slice computed tomography cornoary angiography. JAMA 298:317–323, 2007PubMedCrossRef Einstein AJ, Henzlova MJ, Rajagopalan S: Estimating risk of cancer associated with radiation exposure from 64-slice computed tomography cornoary angiography. JAMA 298:317–323, 2007PubMedCrossRef
17.
Zurück zum Zitat The Diagnostic Imaging Council CT Committee: The measurement, reporting, and management of radiation dose in CT, Report No. 96, AAPM, 2008 The Diagnostic Imaging Council CT Committee: The measurement, reporting, and management of radiation dose in CT, Report No. 96, AAPM, 2008
18.
Zurück zum Zitat Hu M, Pavlicek W, Liu P, Zhang M, Langer S, Wang S, Place V, Miranda R, Wu T: “Efficiency Metrics for Imaging Device Productivity”, revised and resubmitted to RadioGraphics at 07/16/2010 Hu M, Pavlicek W, Liu P, Zhang M, Langer S, Wang S, Place V, Miranda R, Wu T: “Efficiency Metrics for Imaging Device Productivity”, revised and resubmitted to RadioGraphics at 07/16/2010
19.
Zurück zum Zitat WORKPACKAGE 4 -Efficacy and safety in high individual dose examination, the European SENTINEL(Safety and Efficacy for New Techniques and Imaging using New Equipment to Support European Legislation) project, http://www.dimond3.org/ WORKPACKAGE 4 -Efficacy and safety in high individual dose examination, the European SENTINEL(Safety and Efficacy for New Techniques and Imaging using New Equipment to Support European Legislation) project, http://​www.​dimond3.​org/​
22.
Zurück zum Zitat Prieto C, Vano E, Ten JI, Fernandez JM, Iniguez AI, Arevalo N, Litcheva A, Crespo E, Floriano A, Martinez D: Image retake analysis in digital radiography using DICOM header information. J Digit Imaging 22(4):393–399, 2009PubMedCrossRef Prieto C, Vano E, Ten JI, Fernandez JM, Iniguez AI, Arevalo N, Litcheva A, Crespo E, Floriano A, Martinez D: Image retake analysis in digital radiography using DICOM header information. J Digit Imaging 22(4):393–399, 2009PubMedCrossRef
23.
Zurück zum Zitat Laprise NK, Hanusik R, FitzGerald TJ, Rosen N, White KS: Developing a multi-institutional PACS archive and designing processes to manage the shift from a film to a digital-based archive. J Digit Imaging 22(1):15–24, 2009PubMedCrossRef Laprise NK, Hanusik R, FitzGerald TJ, Rosen N, White KS: Developing a multi-institutional PACS archive and designing processes to manage the shift from a film to a digital-based archive. J Digit Imaging 22(1):15–24, 2009PubMedCrossRef
24.
Zurück zum Zitat Khodadadegan Y, Zhang M, Pavlicek W, Paden RG, Chong B, Schueler BA, Fetterly KA, Langer SG, Wu T: Automatic monitoring of localized skin dose with fluoroscopic and interventional procedures. revised and resubmitted to J Digit Imaging at 7/9/2010 Khodadadegan Y, Zhang M, Pavlicek W, Paden RG, Chong B, Schueler BA, Fetterly KA, Langer SG, Wu T: Automatic monitoring of localized skin dose with fluoroscopic and interventional procedures. revised and resubmitted to J Digit Imaging at 7/9/2010
Metadaten
Titel
An Automated DICOM Database Capable of Arbitrary Data Mining (Including Radiation Dose Indicators) for Quality Monitoring
verfasst von
Shanshan Wang
William Pavlicek
Catherine C. Roberts
Steve G. Langer
Muhong Zhang
Mengqi Hu
Richard L. Morin
Beth A. Schueler
Clinton V. Wellnitz
Teresa Wu
Publikationsdatum
01.04.2011
Verlag
Springer-Verlag
Erschienen in
Journal of Imaging Informatics in Medicine / Ausgabe 2/2011
Print ISSN: 2948-2925
Elektronische ISSN: 2948-2933
DOI
https://doi.org/10.1007/s10278-010-9329-y

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