Literature DB >> 33064169

Diffusion-weighted imaging and texture analysis: current role for diffuse liver disease.

Sofia Gourtsoyianni1, Joao Santinha2, Celso Matos3, Nikolaos Papanikolaou4.   

Abstract

Multiparametric MRI represents the primary imaging modality to assess diffuse liver disease, both in a qualitative and in a quantitative manner. Diffusion-weighted imaging (DWI) is among the imaging techniques that can be used to assess fibrosis due to its unique capability to assess microstructural changes at the tissue level. DWI is based on water mobility patterns and has the potential to become a non-invasive and non-destructive virtual biopsy to assess diffuse liver disease, overcoming sampling bias errors due to its three-dimensional imaging capabilities. Parallel to DWI, another quantitative method called texture analysis may be used to assess early and advanced diffused liver disease through quantifying spatial relationships in a global and local level, applying to any type of digital imaging technique like MRI or CT. Initial results using texture analysis hold great promise. In the current paper, we will review the role of DWI and texture analysis using MR images in assessing diffuse liver disease.

Entities:  

Keywords:  Diffuse liver disease; Diffusion-weighted imaging; Quantification; Texture analysis

Mesh:

Year:  2020        PMID: 33064169     DOI: 10.1007/s00261-020-02772-4

Source DB:  PubMed          Journal:  Abdom Radiol (NY)


  43 in total

1.  Single breath-hold diffusion-weighted imaging of the abdomen.

Authors:  Lawrence C Chow; Roland Bammer; Michael E Moseley; F Graham Sommer
Journal:  J Magn Reson Imaging       Date:  2003-09       Impact factor: 4.813

2.  Diffusion analysis with triexponential function in liver cirrhosis.

Authors:  Tatsuya Hayashi; Tosiaki Miyati; Junji Takahashi; Kei Fukuzawa; Hironobu Sakai; Masakatsu Tano; Satoshi Saitoh
Journal:  J Magn Reson Imaging       Date:  2012-12-12       Impact factor: 4.813

Review 3.  Liver fibrosis: Review of current imaging and MRI quantification techniques.

Authors:  Léonie Petitclerc; Giada Sebastiani; Guillaume Gilbert; Guy Cloutier; An Tang
Journal:  J Magn Reson Imaging       Date:  2016-12-16       Impact factor: 4.813

4.  Quantitative Imaging in Diffuse Liver Diseases.

Authors:  Bernard E Van Beers; Philippe Garteiser; Benjamin Leporq; Pierre-Emmanuel Rautou; Dominique Valla
Journal:  Semin Liver Dis       Date:  2017-08-28       Impact factor: 6.115

5.  New prospects in CT image processing via mathematical morphology.

Authors:  F Prêteux; A M Laval-Jeantet; B Roger; M H Laval-Jeantet
Journal:  Eur J Radiol       Date:  1985-11       Impact factor: 3.528

6.  Sampling error and intraobserver variation in liver biopsy in patients with chronic HCV infection.

Authors:  Arie Regev; Mariana Berho; Lennox J Jeffers; Clara Milikowski; Enrique G Molina; Nikolaos T Pyrsopoulos; Zheng-Zhou Feng; K Rajender Reddy; Eugene R Schiff
Journal:  Am J Gastroenterol       Date:  2002-10       Impact factor: 10.864

7.  Blipped-controlled aliasing in parallel imaging for simultaneous multislice echo planar imaging with reduced g-factor penalty.

Authors:  Kawin Setsompop; Borjan A Gagoski; Jonathan R Polimeni; Thomas Witzel; Van J Wedeen; Lawrence L Wald
Journal:  Magn Reson Med       Date:  2011-08-19       Impact factor: 4.668

8.  Reproducibility and Prognosis of Quantitative Features Extracted from CT Images.

Authors:  Yoganand Balagurunathan; Yuhua Gu; Hua Wang; Virendra Kumar; Olya Grove; Sam Hawkins; Jongphil Kim; Dmitry B Goldgof; Lawrence O Hall; Robert A Gatenby; Robert J Gillies
Journal:  Transl Oncol       Date:  2014-02-01       Impact factor: 4.243

Review 9.  Advanced MRI methods for assessment of chronic liver disease.

Authors:  Bachir Taouli; Richard L Ehman; Scott B Reeder
Journal:  AJR Am J Roentgenol       Date:  2009-07       Impact factor: 3.959

Review 10.  Diffusion-weighted imaging outside the brain: Consensus statement from an ISMRM-sponsored workshop.

Authors:  Bachir Taouli; Ambros J Beer; Thomas Chenevert; David Collins; Constance Lehman; Celso Matos; Anwar R Padhani; Andrew B Rosenkrantz; Amita Shukla-Dave; Eric Sigmund; Lawrence Tanenbaum; Harriet Thoeny; Isabelle Thomassin-Naggara; Sebastiano Barbieri; Idoia Corcuera-Solano; Matthew Orton; Savannah C Partridge; Dow-Mu Koh
Journal:  J Magn Reson Imaging       Date:  2016-02-19       Impact factor: 4.813

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  2 in total

1.  Diffusion-Weighted Magnetic Resonance Imaging: Clinical Potential and Applications.

Authors:  Anna Caroli
Journal:  J Clin Med       Date:  2022-06-10       Impact factor: 4.964

2.  The utility of texture analysis of kidney MRI for evaluating renal dysfunction with multiclass classification model.

Authors:  Yuki Hara; Keita Nagawa; Yuya Yamamoto; Kaiji Inoue; Kazuto Funakoshi; Tsutomu Inoue; Hirokazu Okada; Masahiro Ishikawa; Naoki Kobayashi; Eito Kozawa
Journal:  Sci Rep       Date:  2022-08-30       Impact factor: 4.996

  2 in total

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