Literature DB >> 28711211

Advanced Tissue Characterization and Texture Analysis Using Dual-Energy Computed Tomography: Horizons and Emerging Applications.

Reza Forghani1, Ashok Srinivasan2, Behzad Forghani3.   

Abstract

In the last article of this issue, advanced analysis capabilities of DECT is reviewed, including spectral Hounsfield unit attenuation curves, virtual monochromatic images, material decomposition maps, tissue effective Z determination, and other advanced post-processing DECT tools, followed by different methods of analysis of the attenuation curves generated using DECT. The article concludes with exciting future horizons and potential applications, such as the use of the rich quantitative data in dual energy CT scans for texture or radiomic analysis and the use of machine learning methods for generation of prediction models using spectral data.
Copyright © 2017 Elsevier Inc. All rights reserved.

Keywords:  Dual-energy CT; Head and neck squamous cell carcinoma; Machine learning; Material decomposition iodine maps; Radiomic analysis; Spectral Hounsfield unit attenuation curves; Texture analysis; Virtual monochromatic images

Mesh:

Year:  2017        PMID: 28711211     DOI: 10.1016/j.nic.2017.04.007

Source DB:  PubMed          Journal:  Neuroimaging Clin N Am        ISSN: 1052-5149            Impact factor:   2.264


  5 in total

Review 1.  Extra-abdominal dual-energy CT applications: a comprehensive overview.

Authors:  Giuseppe Cicero; Giorgio Ascenti; Moritz H Albrecht; Alfredo Blandino; Marco Cavallaro; Tommaso D'Angelo; Maria Ludovica Carerj; Thomas J Vogl; Silvio Mazziotti
Journal:  Radiol Med       Date:  2020-01-10       Impact factor: 3.469

2.  Dual-Energy CT Texture Analysis With Machine Learning for the Evaluation and Characterization of Cervical Lymphadenopathy.

Authors:  Matthew Seidler; Behzad Forghani; Caroline Reinhold; Almudena Pérez-Lara; Griselda Romero-Sanchez; Nikesh Muthukrishnan; Julian L Wichmann; Gabriel Melki; Eugene Yu; Reza Forghani
Journal:  Comput Struct Biotechnol J       Date:  2019-07-16       Impact factor: 7.271

3.  Quantitative Assessment of Thyroid Nodules Using Dual-Energy Computed Tomography: Iodine Concentration Measurement and Multiparametric Texture Analysis for Differentiating between Malignant and Benign Lesions.

Authors:  Hayato Tomita; Hirofumi Kuno; Kotaro Sekiya; Katharina Otani; Osamu Sakai; Baojun Li; Takashi Hiyama; Keiichi Nomura; Hidefumi Mimura; Tatsushi Kobayashi
Journal:  Int J Endocrinol       Date:  2020-03-18       Impact factor: 3.257

Review 4.  Can activated titanium interbody cages accelerate or enhance spinal fusion? a review of the literature and a design for clinical trials.

Authors:  Nathaniel Toop; Connor Gifford; Rouzbeh Motiei-Langroudi; Arghavan Farzadi; Daniel Boulter; Reza Forghani; H Francis Farhadi
Journal:  J Mater Sci Mater Med       Date:  2021-12-18       Impact factor: 3.896

Review 5.  Radiomics and Artificial Intelligence for Biomarker and Prediction Model Development in Oncology.

Authors:  Reza Forghani; Peter Savadjiev; Avishek Chatterjee; Nikesh Muthukrishnan; Caroline Reinhold; Behzad Forghani
Journal:  Comput Struct Biotechnol J       Date:  2019-07-12       Impact factor: 7.271

  5 in total

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