Investigating the impact of the CT Hounsfield unit range on radiomic feature stability using dual energy CT data-Reference-Cited by-同舟云学术

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Investigating the impact of the CT Hounsfield unit range on radiomic feature stability using dual energy CT data

Published:2021-08 Issue: Volume:88 Page:272-277
ISSN:1120-1797
Container-title:Physica Medica
language:en
Short-container-title:Physica Medica

Author:

Chatterjee Avishek,Valliéres Martin,Forghani Reza,Seuntjens Jan

Publisher

Elsevier BV

Subject

General Physics and Astronomy,Radiology Nuclear Medicine and imaging,General Medicine,Biophysics

Reference17 articles.

1. Radiomics: images are more than pictures, they are data;Gillies;Radiology,2016

2. Radiomics: extracting more information from medical images using advanced feature analysis;Lambin;Eur J Cancer,2012

3. Radiomics: the process and the challenges;Kumar;Magn Reson Imaging,2012

4. Quantitative radiomics studies for tissue characterization: a review of technology and methodological procedures;Larue;Br J Radiol,2017

5. An empirical approach for avoiding false discoveries when applying high-dimensional radiomics to small datasets;Chatterjee;IEEE TRPMS,2018

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1. Effects of Reconstruction Filter Kernels in Computed Tomography on Radiomic Image Features;2023 19th International Symposium on Medical Information Processing and Analysis (SIPAIM);2023-11-15

2. Robustness of radiomics features of virtual unenhanced and virtual monoenergetic images in dual-energy CT among different imaging platforms and potential role of CT number variability;Insights into Imaging;2023-05-11

3. Deep learning image reconstruction algorithm reduces image noise while alters radiomics features in dual-energy CT in comparison with conventional iterative reconstruction algorithms: a phantom study;European Radiology;2022-10-05

4. Adaptive Region Growing based on detecting the seed point in the central trachea to the pre-segment respiratory system;2022 11th International Symposium on Signal, Image, Video and Communications (ISIVC);2022-05-18

5. HeLLePhant: A phantom mimicking non-small cell lung cancer for texture analysis in CT images;Physica Medica;2022-05

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