Literature DB >> 24526519

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

Ashley M Lee1, Brian B Ghoshhajra.   

Abstract

We tested the accuracy and efficiency of a novel automated program capable of extracting 15 cardiac computed tomography angiography (CTA) parameters from clinical CTA reports. Five hundred cardiac CTA reports were retrospectively collected and processed. All reports were pre-populated with a structured template per guideline. The program extracted 15 parameters with high accuracy (97.3 %) and efficiency (84 s). This program may be used at other institutions with similar accuracy if its report format follows the Society of Cardiovascular Computed Tomography (SCCT) guideline recommendation.

Mesh:

Year:  2014        PMID: 24526519      PMCID: PMC4090403          DOI: 10.1007/s10278-014-9677-0

Source DB:  PubMed          Journal:  J Digit Imaging        ISSN: 0897-1889            Impact factor:   4.056


  9 in total

1.  Use of natural language processing to translate clinical information from a database of 889,921 chest radiographic reports.

Authors:  George Hripcsak; John H M Austin; Philip O Alderson; Carol Friedman
Journal:  Radiology       Date:  2002-07       Impact factor: 11.105

2.  American College of Radiology white paper on radiation dose in medicine.

Authors:  E Stephen Amis; Priscilla F Butler; Kimberly E Applegate; Steven B Birnbaum; Libby F Brateman; James M Hevezi; Fred A Mettler; Richard L Morin; Michael J Pentecost; Geoffrey G Smith; Keith J Strauss; Robert K Zeman
Journal:  J Am Coll Radiol       Date:  2007-05       Impact factor: 5.532

3.  SCCT guidelines for the interpretation and reporting of coronary computed tomographic angiography.

Authors:  Gilbert L Raff; Aiden Abidov; Stephan Achenbach; Daniel S Berman; Lawrence M Boxt; Matthew J Budoff; Victor Cheng; Tony DeFrance; Jeffrey C Hellinger; Ronald P Karlsberg
Journal:  J Cardiovasc Comput Tomogr       Date:  2009-01-29

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

Authors:  Xinhua Li; Da Zhang; Bob Liu
Journal:  AJR Am J Roentgenol       Date:  2011-06       Impact factor: 3.959

5.  Extraction of CT dose information from DICOM metadata: automated Matlab-based approach.

Authors:  Jaydev K Dave; Eric L Gingold
Journal:  AJR Am J Roentgenol       Date:  2013-01       Impact factor: 3.959

6.  Evolution of coronary computed tomography radiation dose reduction at a tertiary referral center.

Authors:  Brian Burns Ghoshhajra; Leif-Christopher Engel; Gyöngyi Petra Major; Alexander Goehler; Tust Techasith; Daniel Verdini; Synho Do; Bob Liu; Xinhua Li; Michiel Sala; Mi Sung Kim; Ron Blankstein; Priyanka Prakash; Manavjot S Sidhu; Erin Corsini; Dahlia Banerji; David Wu; Suhny Abbara; Quynh Truong; Thomas J Brady; Udo Hoffmann; Manudeep Kalra
Journal:  Am J Med       Date:  2012-06-15       Impact factor: 4.965

7.  A general natural-language text processor for clinical radiology.

Authors:  C Friedman; P O Alderson; J H Austin; J J Cimino; S B Johnson
Journal:  J Am Med Inform Assoc       Date:  1994 Mar-Apr       Impact factor: 4.497

8.  Interpreting the interpretations: the use of structured reporting improves referring clinicians' comprehension of coronary CT angiography reports.

Authors:  Brian B Ghoshhajra; Ashley M Lee; Maros Ferencik; Sammy Elmariah; Ronan J P Margey; Oyere Onuma; Marcello Panagia; Suhny Abbara; Udo Hoffmann
Journal:  J Am Coll Radiol       Date:  2013-02-26       Impact factor: 5.532

Review 9.  Adult congenital heart disease imaging with second-generation dual-source computed tomography: initial experiences and findings.

Authors:  Brian B Ghoshhajra; Manavjot S Sidhu; Ahmed El-Sherief; Carlos Rojas; Doreen Defaria Yeh; Leif-Christopher Engel; Richard Liberthson; Suhny Abbara; Ami Bhatt
Journal:  Congenit Heart Dis       Date:  2012-10-18       Impact factor: 2.007

  9 in total

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