Literature DB >> 21606269

Automated extraction of radiation dose information from CT dose report images.

Xinhua Li1, Da Zhang, Bob Liu.   

Abstract

OBJECTIVE: The purpose of this article is to describe the development of an automated tool for retrieving texts from CT dose report images.
CONCLUSION: Optical character recognition was adopted to perform text recognitions of CT dose report images. The developed tool is able to automate the process of analyzing multiple CT examinations, including text recognition, parsing, error correction, and exporting data to spreadsheets. The results were precise for total dose-length product (DLP) and were about 95% accurate for CT dose index and DLP of scanned series.

Mesh:

Year:  2011        PMID: 21606269     DOI: 10.2214/AJR.10.5718

Source DB:  PubMed          Journal:  AJR Am J Roentgenol        ISSN: 0361-803X            Impact factor:   3.959


  8 in total

1.  Quantitative computed tomography (QCT) as a radiology reporting tool by using optical character recognition (OCR) and macro program.

Authors:  Young Han Lee; Ho-Taek Song; Jin-Suck Suh
Journal:  J Digit Imaging       Date:  2012-12       Impact factor: 4.056

2.  The impact on CT dose of the variability in tube current modulation technology: a theoretical investigation.

Authors:  Xiang Li; W Paul Segars; Ehsan Samei
Journal:  Phys Med Biol       Date:  2014-07-28       Impact factor: 3.609

3.  [Registration and monitoring of radiation exposure from radiological imaging].

Authors:  F Jungmann; D Pinto dos Santos; J Hempel; C Düber; P Mildenberger
Journal:  Radiologe       Date:  2013-06       Impact factor: 0.635

4.  Automatic extraction of comprehensive cardiac CT angiography parameters: a novel program with high accuracy and efficiency.

Authors:  Ashley M Lee; Brian B Ghoshhajra
Journal:  J Digit Imaging       Date:  2014-08       Impact factor: 4.056

5.  Age- and gender-specific estimates of cumulative CT dose over 5 years using real radiation dose tracking data in children.

Authors:  Eunsol Lee; Hyun Woo Goo; Jae-Yeong Lee
Journal:  Pediatr Radiol       Date:  2015-03-24

6.  Effects of protocol and obesity on dose conversion factors in adult body CT.

Authors:  Xiang Li; Ehsan Samei; Cameron H Williams; W Paul Segars; Daniel J Tward; Michael I Miller; J Tilak Ratnanather; Erik K Paulson; Donald P Frush
Journal:  Med Phys       Date:  2012-11       Impact factor: 4.071

7.  Automated estimation of abdominal effective diameter for body size normalization of CT dose.

Authors:  Phillip M Cheng
Journal:  J Digit Imaging       Date:  2013-06       Impact factor: 4.056

8.  Generating high-quality data abstractions from scanned clinical records: text-mining-assisted extraction of endometrial carcinoma pathology features as proof of principle.

Authors:  Anthony Nguyen; John O'Dwyer; Thanh Vu; Penelope M Webb; Sharon E Johnatty; Amanda B Spurdle
Journal:  BMJ Open       Date:  2020-06-11       Impact factor: 2.692

  8 in total

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