Literature DB >> 33779624

Radiomics in Chest CT: Where Are We Going?

Fernando U Kay1.   

Abstract

Year:  2020        PMID： 33779624      PMCID： PMC7977728          DOI： 10.1148/ryct.2020200411

Source DB:  PubMed          Journal:  Radiol Cardiothorac Imaging        ISSN： 2638-6135


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  7 in total

Review 1.  Radiomics: extracting more information from medical images using advanced feature analysis.

Authors:  Philippe Lambin; Emmanuel Rios-Velazquez; Ralph Leijenaar; Sara Carvalho; Ruud G P M van Stiphout; Patrick Granton; Catharina M L Zegers; Robert Gillies; Ronald Boellard; André Dekker; Hugo J W L Aerts
Journal:  Eur J Cancer       Date:  2012-01-16       Impact factor: 9.162

2.  Automated CT biomarkers for opportunistic prediction of future cardiovascular events and mortality in an asymptomatic screening population: a retrospective cohort study.

Authors:  Perry J Pickhardt; Peter M Graffy; Ryan Zea; Scott J Lee; Jiamin Liu; Veit Sandfort; Ronald M Summers
Journal:  Lancet Digit Health       Date:  2020-03-02

3.  Deep Learning Enables Automatic Classification of Emphysema Pattern at CT.

Authors:  Stephen M Humphries; Aleena M Notary; Juan Pablo Centeno; Matthew J Strand; James D Crapo; Edwin K Silverman; David A Lynch
Journal:  Radiology       Date:  2019-12-03       Impact factor: 11.105

4.  Radiomics of Coronary Artery Calcium in the Framingham Heart Study.

Authors:  Parastou Eslami; Chintan Parmar; Borek Foldyna; Jan-Erik Scholtz; Alexander Ivanov; Roman Zeleznik; Michael T Lu; Maros Ferencik; Ramachandran S Vasan; Kristin Baltrusaitis; Joseph M Massaro; Ralph B D'Agostino; Thomas Mayrhofer; Christopher J O'Donnell; Hugo J W L Aerts; Udo Hoffmann
Journal:  Radiol Cardiothorac Imaging       Date:  2020-02-27

5.  Decoding tumour phenotype by noninvasive imaging using a quantitative radiomics approach.

Authors:  Hugo J W L Aerts; Emmanuel Rios Velazquez; Ralph T H Leijenaar; Chintan Parmar; Patrick Grossmann; Sara Carvalho; Sara Cavalho; Johan Bussink; René Monshouwer; Benjamin Haibe-Kains; Derek Rietveld; Frank Hoebers; Michelle M Rietbergen; C René Leemans; Andre Dekker; John Quackenbush; Robert J Gillies; Philippe Lambin
Journal:  Nat Commun       Date:  2014-06-03       Impact factor: 14.919

6.  Retrospective Motion Correction in Multishot MRI using Generative Adversarial Network.

Authors:  Muhammad Usman; Siddique Latif; Muhammad Asim; Byoung-Dai Lee; Junaid Qadir
Journal:  Sci Rep       Date:  2020-03-16       Impact factor: 4.379

7.  A novel machine learning-derived radiotranscriptomic signature of perivascular fat improves cardiac risk prediction using coronary CT angiography.

Authors:  Evangelos K Oikonomou; Michelle C Williams; Christos P Kotanidis; Milind Y Desai; Mohamed Marwan; Alexios S Antonopoulos; Katharine E Thomas; Sheena Thomas; Ioannis Akoumianakis; Lampson M Fan; Sujatha Kesavan; Laura Herdman; Alaa Alashi; Erika Hutt Centeno; Maria Lyasheva; Brian P Griffin; Scott D Flamm; Cheerag Shirodaria; Nikant Sabharwal; Andrew Kelion; Marc R Dweck; Edwin J R Van Beek; John Deanfield; Jemma C Hopewell; Stefan Neubauer; Keith M Channon; Stephan Achenbach; David E Newby; Charalambos Antoniades
Journal:  Eur Heart J       Date:  2019-11-14       Impact factor: 35.855
  7 in total

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