Literature DB >> 31049614

Radiogenomics: bridging imaging and genomics.

Zuhir Bodalal1,2, Stefano Trebeschi1,2, Thi Dan Linh Nguyen-Kim1,2,3, Winnie Schats4, Regina Beets-Tan5,6.   

Abstract

From diagnostics to prognosis to response prediction, new applications for radiomics are rapidly being developed. One of the fastest evolving branches involves linking imaging phenotypes to the tumor genetic profile, a field commonly referred to as "radiogenomics." In this review, a general outline of radiogenomic literature concerning prominent mutations across different tumor sites will be provided. The field of radiogenomics originates from image processing techniques developed decades ago; however, many technical and clinical challenges still need to be addressed. Nevertheless, increasingly accurate and robust radiogenomic models are being presented and the future appears to be bright.

Entities:  

Keywords:  Brain neoplasms; Breast neoplasms; Colorectal neoplasms; Genomics; Kidney neoplasms; Liver neoplasms; Lung neoplasms; Prostate neoplasms; Quantitative imaging; Radiogenomics; Radiomics

Year:  2019        PMID: 31049614     DOI: 10.1007/s00261-019-02028-w

Source DB:  PubMed          Journal:  Abdom Radiol (NY)


  46 in total

1.  Mutation Profiles of Urothelial Cancer: Will Genomics Change Radiology or Vice Versa?

Authors:  Peter L Choyke
Journal:  Radiology       Date:  2020-03-31       Impact factor: 11.105

Review 2.  AI-based computer-aided diagnosis (AI-CAD): the latest review to read first.

Authors:  Hiroshi Fujita
Journal:  Radiol Phys Technol       Date:  2020-01-02

Review 3.  Radiogenomics Based on PET Imaging.

Authors:  Yong-Jin Park; Mu Heon Shin; Seung Hwan Moon
Journal:  Nucl Med Mol Imaging       Date:  2020-05-09

4.  Development and validation of an MRI-based nomogram for the preoperative prediction of tumor mutational burden in lower-grade gliomas.

Authors:  En-Tao Liu; Shuqin Zhou; Yingwen Li; Siwei Zhang; Zelan Ma; Junbiao Guo; Lei Guo; Yue Zhang; Quanlai Guo; Li Xu
Journal:  Quant Imaging Med Surg       Date:  2022-03

5.  Spatially coherent modeling of 3D FDG-PET data for assessment of intratumoral heterogeneity and uptake gradients.

Authors:  Eric Wolsztynski; Finbarr O'Sullivan; Janet F Eary
Journal:  J Med Imaging (Bellingham)       Date:  2022-07-29

Review 6.  Radiomics in immuno-oncology.

Authors:  Z Bodalal; I Wamelink; S Trebeschi; R G H Beets-Tan
Journal:  Immunooncol Technol       Date:  2021-04-16

Review 7.  [A primer on radiomics].

Authors:  Jacob M Murray; Georgios Kaissis; Rickmer Braren; Jens Kleesiek
Journal:  Radiologe       Date:  2020-01       Impact factor: 0.635

Review 8.  Artificial Intelligence-based Radiomics in the Era of Immuno-oncology.

Authors:  Cyra Y Kang; Samantha E Duarte; Hye Sung Kim; Eugene Kim; Jonghanne Park; Alice Daeun Lee; Yeseul Kim; Leeseul Kim; Sukjoo Cho; Yoojin Oh; Gahyun Gim; Inae Park; Dongyup Lee; Mohamed Abazeed; Yury S Velichko; Young Kwang Chae
Journal:  Oncologist       Date:  2022-06-08       Impact factor: 5.837

Review 9.  Radiogenomics in brain, breast, and lung cancer: opportunities and challenges.

Authors:  Apurva Singh; Rhea Chitalia; Despina Kontos
Journal:  J Med Imaging (Bellingham)       Date:  2021-06-18

10.  The Image Biomarker Standardization Initiative: Standardized Quantitative Radiomics for High-Throughput Image-based Phenotyping.

Authors:  Alex Zwanenburg; Martin Vallières; Mahmoud A Abdalah; Hugo J W L Aerts; Vincent Andrearczyk; Aditya Apte; Saeed Ashrafinia; Spyridon Bakas; Roelof J Beukinga; Ronald Boellaard; Marta Bogowicz; Luca Boldrini; Irène Buvat; Gary J R Cook; Christos Davatzikos; Adrien Depeursinge; Marie-Charlotte Desseroit; Nicola Dinapoli; Cuong Viet Dinh; Sebastian Echegaray; Issam El Naqa; Andriy Y Fedorov; Roberto Gatta; Robert J Gillies; Vicky Goh; Michael Götz; Matthias Guckenberger; Sung Min Ha; Mathieu Hatt; Fabian Isensee; Philippe Lambin; Stefan Leger; Ralph T H Leijenaar; Jacopo Lenkowicz; Fiona Lippert; Are Losnegård; Klaus H Maier-Hein; Olivier Morin; Henning Müller; Sandy Napel; Christophe Nioche; Fanny Orlhac; Sarthak Pati; Elisabeth A G Pfaehler; Arman Rahmim; Arvind U K Rao; Jonas Scherer; Muhammad Musib Siddique; Nanna M Sijtsema; Jairo Socarras Fernandez; Emiliano Spezi; Roel J H M Steenbakkers; Stephanie Tanadini-Lang; Daniela Thorwarth; Esther G C Troost; Taman Upadhaya; Vincenzo Valentini; Lisanne V van Dijk; Joost van Griethuysen; Floris H P van Velden; Philip Whybra; Christian Richter; Steffen Löck
Journal:  Radiology       Date:  2020-03-10       Impact factor: 29.146

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