Literature DB >> 31388864

Imager-4D: New Software for Viewing Dynamic PET Scans and Extracting Radiomic Parameters from PET Data.

Steven P Rowe1,2, Lilja B Solnes3, Yafu Yin3,4, Grant Kitchen5, Martin A Lodge3, Nicolas A Karakatsanis3,6, Arman Rahmim3,7, Martin G Pomper3, Jeffrey P Leal8.   

Abstract

Extensive research is currently being conducted into dynamic positron emission tomography (PET) acquisitions (including dynamic whole-body imaging) as well as extraction of radiomic features from imaging modalities. We describe a new PET viewing software known as Imager-4D that provides a facile means of viewing and analyzing dynamic PET data and obtaining associated quantitative metrics including radiomic parameters. The Imager-4D was programmed in the Java language utilizing the FX extensions. It is executable on any system for which a Java w/FX compliant virtual machine is available. The software incorporates the ability to view and analyze dynamic data acquired with different types of dynamic protocols. For image display, the program maintains a built-in library of 62 different lookup tables with monochromatic and full-color distributions. The Imager-4D provides multiple display layouts and can display fused images. Multiple methods of volume-of-interest (VOI) selection are available. Dynamic analysis features, such as image summation and full Patlak analysis, are also available. The user interface includes window width and level, blending, and zoom functionality. VOI sizes are adjustable and data from VOIs can either be displayed numerically or graphically within the software or exported. An example case of a 50-year-old woman with metastatic colorectal cancer and thyroiditis is included and demonstrates the steps for a user to obtain standard PET parameters, dynamic data, and radiomic features using selected VOIs. The Imager-4D represents a novel PET viewer that allows the user to view dynamic PET data, to derive dynamic and radiomic parameters from that data, and to combine dynamic data with radiomics ("dynomics"). The Imager-4D is available as a free download. This software has the potential to speed the adoption of advanced analysis of dynamic PET data into routine clinical use.

Entities:  

Keywords:  Dynamic PET; Dynomics; FDG PET; Radiomics

Mesh:

Year:  2019        PMID: 31388864      PMCID: PMC6841823          DOI: 10.1007/s10278-019-00255-7

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


  22 in total

Review 1.  Characterization of PET/CT images using texture analysis: the past, the present… any future?

Authors:  Mathieu Hatt; Florent Tixier; Larry Pierce; Paul E Kinahan; Catherine Cheze Le Rest; Dimitris Visvikis
Journal:  Eur J Nucl Med Mol Imaging       Date:  2016-06-06       Impact factor: 9.236

2.  Graphical evaluation of blood-to-brain transfer constants from multiple-time uptake data. Generalizations.

Authors:  C S Patlak; R G Blasberg
Journal:  J Cereb Blood Flow Metab       Date:  1985-12       Impact factor: 6.200

3.  Quantitative image reconstruction for total-body PET imaging using the 2-meter long EXPLORER scanner.

Authors:  Xuezhu Zhang; Jian Zhou; Simon R Cherry; Ramsey D Badawi; Jinyi Qi
Journal:  Phys Med Biol       Date:  2017-02-27       Impact factor: 3.609

4.  Value of [18F]FDG PET radiomic features and VEGF expression in predicting pelvic lymphatic metastasis and their potential relationship in early-stage cervical squamous cell carcinoma.

Authors:  Kexin Li; Hongzan Sun; Zaiming Lu; Jun Xin; Le Zhang; Yan Guo; Qiyong Guo
Journal:  Eur J Radiol       Date:  2018-07-27       Impact factor: 3.528

Review 5.  Total-body imaging: Transforming the role of positron emission tomography.

Authors:  Simon R Cherry; Ramsey D Badawi; Joel S Karp; William W Moses; Pat Price; Terry Jones
Journal:  Sci Transl Med       Date:  2017-03-15       Impact factor: 17.956

Review 6.  Neuroendocrine Tumor Diagnosis and Management: 68Ga-DOTATATE PET/CT.

Authors:  Yasemin Sanli; Ishan Garg; Asha Kandathil; Tuba Kendi; Maria J Baladron Zanetti; Serkan Kuyumcu; Rathan M Subramaniam
Journal:  AJR Am J Roentgenol       Date:  2018-07-05       Impact factor: 3.959

Review 7.  Imaging of Prostate Cancer Using Fluciclovine.

Authors:  Bital Savir-Baruch; Lucia Zanoni; David M Schuster
Journal:  Urol Clin North Am       Date:  2018-06-15       Impact factor: 2.241

8.  Dynamic whole-body PET parametric imaging: II. Task-oriented statistical estimation.

Authors:  Nicolas A Karakatsanis; Martin A Lodge; Y Zhou; Richard L Wahl; Arman Rahmim
Journal:  Phys Med Biol       Date:  2013-09-30       Impact factor: 3.609

9.  Whole-body direct 4D parametric PET imaging employing nested generalized Patlak expectation-maximization reconstruction.

Authors:  Nicolas A Karakatsanis; Michael E Casey; Martin A Lodge; Arman Rahmim; Habib Zaidi
Journal:  Phys Med Biol       Date:  2016-07-06       Impact factor: 3.609

10.  Radiomics analysis of pre-treatment [18F]FDG PET/CT for patients with metastatic colorectal cancer undergoing palliative systemic treatment.

Authors:  E J van Helden; Y J L Vacher; W N van Wieringen; F H P van Velden; H M W Verheul; O S Hoekstra; R Boellaard; C W Menke-van der Houven van Oordt
Journal:  Eur J Nucl Med Mol Imaging       Date:  2018-08-09       Impact factor: 9.236

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  1 in total

1.  11C-PABA as a PET Radiotracer for Functional Renal Imaging: Preclinical and First-in-Human Study.

Authors:  Camilo A Ruiz-Bedoya; Alvaro A Ordonez; Rudolf A Werner; Donika Plyku; Mariah H Klunk; Jeff Leal; Wojciech G Lesniak; Daniel P Holt; Robert F Dannals; Takahiro Higuchi; Steven P Rowe; Sanjay K Jain
Journal:  J Nucl Med       Date:  2020-03-20       Impact factor: 11.082

  1 in total

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