Literature DB >> 31158829

Conversion of computational human phantoms into DICOM-RT for normal tissue dose assessment in radiotherapy patients.

Keith T Griffin1, Matthew M Mille, Christopher Pelletier, Mahesh Gopalakrishnan, Jae Won Jung, Choonik Lee, John Kalapurakal, Anil Pyakuryal, Choonsik Lee.   

Abstract

Radiotherapy (RT) treatment planning systems (TPS) are designed for the fast calculation of dose to the tumor bed and nearby organs at risk using x-ray computed tomography (CT) images. However, CT images for a patient are typically available for only a small portion of the body, and in some cases, such as for retrospective epidemiological studies, no images may be available at all. When dose to organs that lie out-of-scan must be estimated, a convenient alternative for the unknown patient anatomy is to use a matching whole-body computational phantom as a surrogate. The purpose of the current work is to connect such computational phantoms to commercial RT TPS for retrospective organ dose estimation. A custom software with graphical user interface (GUI), called the DICOM-RT Generator, was developed in MATLAB to convert voxel computational phantoms into the digital imaging and communications in medicine radiotherapy (DICOM-RT) format, compatible with commercial TPS. DICOM CT image sets for the phantoms are created via a density-to-Hounsfield unit (HU) conversion curve. Accompanying structure sets containing the organ contours are automatically generated by tracing binary masks of user-specified organs on each phantom CT slice. The software was tested on a library of body size-dependent phantoms, the International Commission on Radiological Protection reference phantoms, and a canine voxel phantom, taking only a few minutes per conversion. The resulting DICOM-RT files were tested on several commercial TPS. As an example application, a library of converted phantoms was used to estimate organ doses for members of the National Wilms Tumor Study (NWTS) cohort. The converted phantom library, in DICOM format, and a standalone MATLAB-compiled executable of the DICOM-RT Generator are available for others to use for research purposes (http://ncidose.cancer.gov).

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Year:  2019        PMID: 31158829      PMCID: PMC6612588          DOI: 10.1088/1361-6560/ab2670

Source DB:  PubMed          Journal:  Phys Med Biol        ISSN: 0031-9155            Impact factor:   3.609


  18 in total

1.  Accuracy of out-of-field dose calculations by a commercial treatment planning system.

Authors:  Rebecca M Howell; Sarah B Scarboro; S F Kry; Derek Z Yaldo
Journal:  Phys Med Biol       Date:  2010-11-12       Impact factor: 3.609

2.  Dose reconstruction for therapeutic and diagnostic radiation exposures: use in epidemiological studies.

Authors:  Marilyn Stovall; Rita Weathers; Catherine Kasper; Susan A Smith; Lois Travis; Elaine Ron; Ruth Kleinerman
Journal:  Radiat Res       Date:  2006-07       Impact factor: 2.841

3.  Cardiac exposures in breast cancer radiotherapy: 1950s-1990s.

Authors:  Carolyn W Taylor; Andrew Nisbet; Paul McGale; Sarah C Darby
Journal:  Int J Radiat Oncol Biol Phys       Date:  2007-12-01       Impact factor: 7.038

4.  Estimating the need for radiotherapy for patients with prostate, breast, and lung cancers: verification of model estimates of need with radiotherapy utilization data from British Columbia.

Authors:  Scott Tyldesley; Geoff Delaney; Farshad Foroudi; Lisa Barbera; Marc Kerba; William Mackillop
Journal:  Int J Radiat Oncol Biol Phys       Date:  2010-06-03       Impact factor: 7.038

5.  Cancer treatment and survivorship statistics, 2016.

Authors:  Kimberly D Miller; Rebecca L Siegel; Chun Chieh Lin; Angela B Mariotto; Joan L Kramer; Julia H Rowland; Kevin D Stein; Rick Alteri; Ahmedin Jemal
Journal:  CA Cancer J Clin       Date:  2016-06-02       Impact factor: 508.702

6.  A Novel Method to Extend a Partial-Body CT for the Reconstruction of Dose to Organs beyond the Scan Range.

Authors:  Gleb A Kuzmin; Matthew M Mille; Jae Won Jung; Choonik Lee; Christopher Pelletier; Gamal Akabani; Choonsik Lee
Journal:  Radiat Res       Date:  2018-04-04       Impact factor: 2.841

Review 7.  Estimating the demand for radiotherapy from the evidence: a review of changes from 2003 to 2012.

Authors:  Michael B Barton; Susannah Jacob; Jesmin Shafiq; Karen Wong; Stephen R Thompson; Timothy P Hanna; Geoff P Delaney
Journal:  Radiother Oncol       Date:  2014-05-12       Impact factor: 6.280

8.  Feasibility and accuracy of UF/NCI phantoms and Monte Carlo retrospective dosimetry in children treated on National Wilms Tumor Study protocols.

Authors:  John A Kalapurakal; Mahesh Gopalakrishnan; Matthew Mille; Irene Helenowski; Susan Peterson; Cynthia Rigsby; Fran Laurie; Jae Won Jung; Thomas J Fitzgerald; Choonsik Lee
Journal:  Pediatr Blood Cancer       Date:  2018-08-12       Impact factor: 3.167

9.  Annual Report to the Nation on the Status of Cancer, 1975-2014, Featuring Survival.

Authors:  Ahmedin Jemal; Elizabeth M Ward; Christopher J Johnson; Kathleen A Cronin; Jiemin Ma; Blythe Ryerson; Angela Mariotto; Andrew J Lake; Reda Wilson; Recinda L Sherman; Robert N Anderson; S Jane Henley; Betsy A Kohler; Lynne Penberthy; Eric J Feuer; Hannah K Weir
Journal:  J Natl Cancer Inst       Date:  2017-09-01       Impact factor: 13.506

10.  DVH Analytics: A DVH database for clinicians and researchers.

Authors:  Dan Cutright; Mahesh Gopalakrishnan; Arkajyoti Roy; Aditya Panchal; Bharat B Mittal
Journal:  J Appl Clin Med Phys       Date:  2018-07-21       Impact factor: 2.102

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  4 in total

1.  Development and validation of an age-scalable cardiac model with substructures for dosimetry in late-effects studies of childhood cancer survivors.

Authors:  Suman Shrestha; Aashish C Gupta; James E Bates; Choonsik Lee; Constance A Owens; Bradford S Hoppe; Louis S Constine; Susan A Smith; Ying Qiao; Rita E Weathers; Yutaka Yasui; Laurence E Court; Arnold C Paulino; Chelsea C Pinnix; Stephen F Kry; David S Followill; Gregory T Armstrong; Rebecca M Howell
Journal:  Radiother Oncol       Date:  2020-10-17       Impact factor: 6.280

2.  Body region-specific 3D age-scaling functions for scaling whole-body computed tomography anatomy for pediatric late effects studies.

Authors:  Aashish C Gupta; Constance A Owens; Suman Shrestha; Choonsik Lee; Susan A Smith; Rita E Weathers; Tucker Netherton; Peter A Balter; Stephen F Kry; David S Followill; Keith T Griffin; James P Long; Gregory T Armstrong; Rebecca M Howell
Journal:  Biomed Phys Eng Express       Date:  2022-02-01

3.  Development of a novel program for conversion from tetrahedral-mesh-based phantoms to DICOM dataset for radiation treatment planning: TET2DICOM.

Authors:  Bo-Wi Cheon; Se Hyung Lee; Min Cheol Han; Chul Hee Min; Haegin Han; Chan Hyeong Kim; Jin Sung Kim
Journal:  J Appl Clin Med Phys       Date:  2021-10-11       Impact factor: 2.102

4.  Validation and Comparison of Radiograph-Based Organ Dose Reconstruction Approaches for Wilms Tumor Radiation Treatment Plans.

Authors:  Ziyuan Wang; Marco Virgolin; Brian V Balgobind; Irma W E M van Dijk; Susan A Smith; Rebecca M Howell; Matthew M Mille; Choonsik Lee; Choonik Lee; Cécile M Ronckers; Peter A N Bosman; Arjan Bel; Tanja Alderliesten
Journal:  Adv Radiat Oncol       Date:  2022-07-04
  4 in total

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