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Table representation of search results timeline featuring number of search results per year.

Year Number of Results
2012 3
2013 3
2014 5
2015 33
2016 94
2017 254
2018 515
2019 893
2020 738
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2,240 results
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A radiomics approach to assess tumour-infiltrating CD8 cells and response to anti-PD-1 or anti-PD-L1 immunotherapy: an imaging biomarker, retrospective multicohort study.
Sun R, Limkin EJ, Vakalopoulou M, Dercle L, Champiat S, Han SR, Verlingue L, Brandao D, Lancia A, Ammari S, Hollebecque A, Scoazec JY, Marabelle A, Massard C, Soria JC, Robert C, Paragios N, Deutsch E, Ferté C. Sun R, et al. Lancet Oncol. 2018 Sep;19(9):1180-1191. doi: 10.1016/S1470-2045(18)30413-3. Epub 2018 Aug 14. Lancet Oncol. 2018. PMID: 30120041 Clinical Trial.
We aimed to develop and independently validate a radiomics-based biomarker of tumour-infiltrating CD8 cells in patients included in phase 1 trials of anti-programmed cell death protein (PD)-1 or anti-programmed cell death ligand 1 (PD-L1) monotherapy. ...From 84 input vari …
We aimed to develop and independently validate a radiomics-based biomarker of tumour-infiltrating CD8 cells in patients included in p …
Beyond imaging: The promise of radiomics.
Avanzo M, Stancanello J, El Naqa I. Avanzo M, et al. Phys Med. 2017 Jun;38:122-139. doi: 10.1016/j.ejmp.2017.05.071. Epub 2017 Jun 7. Phys Med. 2017. PMID: 28595812 Review.
The domain of investigation of radiomics consists of large-scale radiological image analysis and association with biological or clinical endpoints. ...The systematic literature search, performed in Pubmed using the keywords: "radiomics OR radiomic" provided 9 …
The domain of investigation of radiomics consists of large-scale radiological image analysis and association with biological or clini …
Radiomics of pulmonary nodules and lung cancer.
Wilson R, Devaraj A. Wilson R, et al. Transl Lung Cancer Res. 2017 Feb;6(1):86-91. doi: 10.21037/tlcr.2017.01.04. Transl Lung Cancer Res. 2017. PMID: 28331828 Free PMC article. Review.
In contrast to conventional visual image features radiomics can extract substantially greater numbers of nodule features with much better reproducibility. This paper summarizes the basic process of radiomics and outlines why radiomic feature analysis may be p …
In contrast to conventional visual image features radiomics can extract substantially greater numbers of nodule features with much be …
Radiomics: the bridge between medical imaging and personalized medicine.
Lambin P, Leijenaar RTH, Deist TM, Peerlings J, de Jong EEC, van Timmeren J, Sanduleanu S, Larue RTHM, Even AJG, Jochems A, van Wijk Y, Woodruff H, van Soest J, Lustberg T, Roelofs E, van Elmpt W, Dekker A, Mottaghy FM, Wildberger JE, Walsh S. Lambin P, et al. Nat Rev Clin Oncol. 2017 Dec;14(12):749-762. doi: 10.1038/nrclinonc.2017.141. Epub 2017 Oct 4. Nat Rev Clin Oncol. 2017. PMID: 28975929 Review.
Radiomic analysis exploits sophisticated image analysis tools and the rapid development and validation of medical imaging data that uses image-based signatures for precision diagnosis and treatment, providing a powerful tool in modern medicine. ...Currently, the field of
Radiomic analysis exploits sophisticated image analysis tools and the rapid development and validation of medical imaging data that u
Applications and limitations of radiomics.
Yip SS, Aerts HJ. Yip SS, et al. Phys Med Biol. 2016 Jul 7;61(13):R150-66. doi: 10.1088/0031-9155/61/13/R150. Epub 2016 Jun 8. Phys Med Biol. 2016. PMID: 27269645 Free PMC article. Review.
Radiomics is an emerging field in quantitative imaging that uses advanced imaging features to objectively and quantitatively describe tumour phenotypes. ...In this technical review, we describe applications and challenges of the radiomic field. We will review rad
Radiomics is an emerging field in quantitative imaging that uses advanced imaging features to objectively and quantitatively describe
Repeatability and Reproducibility of Radiomic Features: A Systematic Review.
Traverso A, Wee L, Dekker A, Gillies R. Traverso A, et al. Int J Radiat Oncol Biol Phys. 2018 Nov 15;102(4):1143-1158. doi: 10.1016/j.ijrobp.2018.05.053. Epub 2018 Jun 5. Int J Radiat Oncol Biol Phys. 2018. PMID: 30170872 Free PMC article.
Broadly generalizable validity of radiomics-assisted models may be impeded by concerns about reproducibility. We offer a qualitative synthesis of 41 studies that specifically investigated the repeatability and reproducibility of radiomic features, derived from a sys …
Broadly generalizable validity of radiomics-assisted models may be impeded by concerns about reproducibility. We offer a qualitative …
Radiomic signature of (18)F fluorodeoxyglucose PET/CT for prediction of gastric cancer survival and chemotherapeutic benefits.
Jiang Y, Yuan Q, Lv W, Xi S, Huang W, Sun Z, Chen H, Zhao L, Liu W, Hu Y, Lu L, Ma J, Li T, Yu J, Wang Q, Li G. Jiang Y, et al. Theranostics. 2018 Nov 12;8(21):5915-5928. doi: 10.7150/thno.28018. eCollection 2018. Theranostics. 2018. PMID: 30613271 Free PMC article.
A radiomics nomogram with the radiomic signature incorporated was constructed to demonstrate the incremental value of the radiomic signature to the TNM staging system for individualized survival estimation, which was then assessed with respect to calibration, …
A radiomics nomogram with the radiomic signature incorporated was constructed to demonstrate the incremental value of the r
Radiomics and liquid biopsy in oncology: the holons of systems medicine.
Neri E, Del Re M, Paiar F, Erba P, Cocuzza P, Regge D, Danesi R. Neri E, et al. Insights Imaging. 2018 Dec;9(6):915-924. doi: 10.1007/s13244-018-0657-7. Epub 2018 Nov 14. Insights Imaging. 2018. PMID: 30430428 Free PMC article. Review.
Radiomics is a process of extraction and analysis of quantitative features from diagnostic images. Liquid biopsy is a test done on a sample of blood to look for cancer cells or for pieces of tumourigenic DNA circulating in the blood. ...TEACHING POINTS: • Radiomics
Radiomics is a process of extraction and analysis of quantitative features from diagnostic images. Liquid biopsy is a test done on a
Radiomics: the facts and the challenges of image analysis.
Rizzo S, Botta F, Raimondi S, Origgi D, Fanciullo C, Morganti AG, Bellomi M. Rizzo S, et al. Eur Radiol Exp. 2018 Nov 14;2(1):36. doi: 10.1186/s41747-018-0068-z. Eur Radiol Exp. 2018. PMID: 30426318 Free PMC article. Review.
Radiomics is an emerging translational field of research aiming to extract mineable high-dimensional data from clinical images. ...After the definition of texture parameters (shape features; first-, second-, and higher-order features), we briefly discuss the origin of the
Radiomics is an emerging translational field of research aiming to extract mineable high-dimensional data from clinical images. ...Af
Radiomics and radiogenomics in lung cancer: A review for the clinician.
Thawani R, McLane M, Beig N, Ghose S, Prasanna P, Velcheti V, Madabhushi A. Thawani R, et al. Lung Cancer. 2018 Jan;115:34-41. doi: 10.1016/j.lungcan.2017.10.015. Epub 2017 Nov 8. Lung Cancer. 2018. PMID: 29290259 Review.
The major limitations of radiomics are the lack of standardization of acquisition parameters, inconsistent radiomic methods, and lack of reproducibility. Researchers are working on overcoming these limitations, which would make radiomics more acceptable in th …
The major limitations of radiomics are the lack of standardization of acquisition parameters, inconsistent radiomic methods, a …
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