Literature DB >> 34292365

Update on quantitative radiomics of pancreatic tumors.

Mayur Virarkar1, Vincenzo K Wong2, Ajaykumar C Morani2, Eric P Tamm2, Priya Bhosale2.   

Abstract

Radiomics is a newer approach for analyzing radiological images obtained from conventional imaging modalities such as computed tomography, magnetic resonance imaging, endoscopic ultrasonography, and positron emission tomography. Radiomics involves extracting quantitative data from the images and assessing them to identify diagnostic or prognostic features such as tumor grade, resectability, tumor response to neoadjuvant therapy, and survival. The purpose of this review is to discuss the basic principles of radiomics and provide an overview of the current clinical applications of radiomics in the field of pancreatic tumors.
© 2021. The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature.

Entities:  

Keywords:  Pancreas; Quantitative; Radiomics; Texture analysis

Mesh：

Year:  2021        PMID： 34292365     DOI： 10.1007/s00261-021-03216-3

Source DB:  PubMed          Journal:  Abdom Radiol (NY)


  63 in total

Review 1.  CT and MRI of pancreatic tumors: an update in the era of radiomics.

Authors:  Marion Bartoli; Maxime Barat; Anthony Dohan; Sébastien Gaujoux; Romain Coriat; Christine Hoeffel; Christophe Cassinotto; Guillaume Chassagnon; Philippe Soyer
Journal:  Jpn J Radiol       Date:  2020-10-21       Impact factor: 2.374

Review 2.  Radiomics: the bridge between medical imaging and personalized medicine.

Authors:  Philippe Lambin; Ralph T H Leijenaar; Timo M Deist; Jurgen Peerlings; Evelyn E C de Jong; Janita van Timmeren; Sebastian Sanduleanu; Ruben T H M Larue; Aniek J G Even; Arthur Jochems; Yvonka van Wijk; Henry Woodruff; Johan van Soest; Tim Lustberg; Erik Roelofs; Wouter van Elmpt; Andre Dekker; Felix M Mottaghy; Joachim E Wildberger; Sean Walsh
Journal:  Nat Rev Clin Oncol       Date:  2017-10-04       Impact factor: 66.675

Review 3.  Radiomics: the process and the challenges.

Authors:  Virendra Kumar; Yuhua Gu; Satrajit Basu; Anders Berglund; Steven A Eschrich; Matthew B Schabath; Kenneth Forster; Hugo J W L Aerts; Andre Dekker; David Fenstermacher; Dmitry B Goldgof; Lawrence O Hall; Philippe Lambin; Yoganand Balagurunathan; Robert A Gatenby; Robert J Gillies
Journal:  Magn Reson Imaging       Date:  2012-08-13       Impact factor: 2.546

Review 4.  Pancreatic Adenocarcinoma Staging in the Era of Preoperative Chemotherapy and Radiation Therapy.

Authors:  Marc Zins; Celso Matos; Christophe Cassinotto
Journal:  Radiology       Date:  2018-05       Impact factor: 11.105

Review 5.  Diffusion-weighted MR imaging of the pancreas: current status and recommendations.

Authors:  Matthias Barral; Bachir Taouli; Boris Guiu; Doh-Mu Koh; Alain Luciani; Riccardo Manfredi; Valérie Vilgrain; Christine Hoeffel; Masayuki Kanematsu; Philippe Soyer
Journal:  Radiology       Date:  2015-01       Impact factor: 11.105

6.  Cancer Statistics, 2017.

Authors:  Rebecca L Siegel; Kimberly D Miller; Ahmedin Jemal
Journal:  CA Cancer J Clin       Date:  2017-01-05       Impact factor: 508.702

Review 7.  Pancreas image mining: a systematic review of radiomics.

Authors:  Bassam M Abunahel; Beau Pontre; Haribalan Kumar; Maxim S Petrov
Journal:  Eur Radiol       Date:  2020-11-05       Impact factor: 5.315

8.  Predictive global trends in the incidence and mortality of pancreatic cancer based on geographic location, socio-economic status, and demographic shift.

Authors:  Chandrakanth Are; Sanjib Chowdhury; Humera Ahmad; Advaitaa Ravipati; Tianqiang Song; Shailesh Shrikandhe; Lynette Smith
Journal:  J Surg Oncol       Date:  2016-08-11       Impact factor: 3.454

Review 9.  Radiomics in stratification of pancreatic cystic lesions: Machine learning in action.

Authors:  Vipin Dalal; Joseph Carmicheal; Amaninder Dhaliwal; Maneesh Jain; Sukhwinder Kaur; Surinder K Batra
Journal:  Cancer Lett       Date:  2019-10-17       Impact factor: 8.679

Review 10.  Pancreatic Cancer Imaging: A New Look at an Old Problem.

Authors:  Linda C Chu; Seyoun Park; Satomi Kawamoto; Alan L Yuille; Ralph H Hruban; Elliot K Fishman
Journal:  Curr Probl Diagn Radiol       Date:  2020-08-26
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  1 in total

1.  A systematic review of radiomics in pancreatitis: applying the evidence level rating tool for promoting clinical transferability.

Authors:  Jingyu Zhong; Yangfan Hu; Yue Xing; Xiang Ge; Defang Ding; Huan Zhang; Weiwu Yao
Journal:  Insights Imaging       Date:  2022-08-20
  1 in total

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