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Applications and limitations of radiomics
scientific article published on 08 June 2016
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scholarly article
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Europe PubMed Central
PMCID
4927328
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17 August 2017
review article
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Europe PubMed Central
title
Applications and limitations of radiomics
(English)
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stated in
Europe PubMed Central
PMCID
4927328
retrieved
17 August 2017
author
Hugo Aerts
series ordinal
2
1 reference
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Europe PubMed Central
PMCID
4927328
reference URL
https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:27269645%20AND%20SRC:MED&resulttype=core&format=json
retrieved
7 June 2020
author name string
Stephen S F Yip
series ordinal
1
1 reference
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Europe PubMed Central
PMCID
4927328
reference URL
https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:27269645%20AND%20SRC:MED&resulttype=core&format=json
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7 June 2020
publication date
8 June 2016
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Europe PubMed Central
PMCID
4927328
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17 August 2017
published in
Physics in Medicine and Biology
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Europe PubMed Central
PMCID
4927328
reference URL
https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:27269645%20AND%20SRC:MED&resulttype=core&format=json
retrieved
7 June 2020
volume
61
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Europe PubMed Central
PMCID
4927328
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https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:27269645%20AND%20SRC:MED&resulttype=core&format=json
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7 June 2020
issue
13
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Europe PubMed Central
PMCID
4927328
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https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:27269645%20AND%20SRC:MED&resulttype=core&format=json
retrieved
7 June 2020
page(s)
R150-66
1 reference
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Europe PubMed Central
PMCID
4927328
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https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:27269645%20AND%20SRC:MED&resulttype=core&format=json
retrieved
7 June 2020
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PubMed Central
reference URL
https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4927328
retrieved
4 September 2018
Staging of cervical cancer based on tumor heterogeneity characterized by texture features on (18)F-FDG PET images.
1 reference
stated in
PubMed Central
reference URL
https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4927328
retrieved
4 September 2018
Preliminary investigation into sources of uncertainty in quantitative imaging features.
1 reference
stated in
PubMed Central
reference URL
https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4927328
retrieved
4 September 2018
Zone-size nonuniformity of 18F-FDG PET regional textural features predicts survival in patients with oropharyngeal cancer.
1 reference
stated in
PubMed Central
reference URL
https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4927328
retrieved
4 September 2018
Texture analysis on (18)F-FDG PET/CT images to differentiate malignant and benign bone and soft-tissue lesions.
1 reference
stated in
PubMed Central
reference URL
https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4927328
retrieved
4 September 2018
Visual versus quantitative assessment of intratumor 18F-FDG PET uptake heterogeneity: prognostic value in non-small cell lung cancer.
1 reference
stated in
PubMed Central
reference URL
https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4927328
retrieved
4 September 2018
Textural Parameters of Tumor Heterogeneity in ¹⁸F-FDG PET/CT for Therapy Response Assessment and Prognosis in Patients with Locally Advanced Rectal Cancer.
1 reference
stated in
PubMed Central
reference URL
https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4927328
retrieved
4 September 2018
Textural features of pretreatment 18F-FDG PET/CT images: prognostic significance in patients with advanced T-stage oropharyngeal squamous cell carcinoma.
1 reference
stated in
PubMed Central
reference URL
https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4927328
retrieved
4 September 2018
Robustness of intratumour ¹⁸F-FDG PET uptake heterogeneity quantification for therapy response prediction in oesophageal carcinoma
1 reference
stated in
PubMed Central
reference URL
https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4927328
retrieved
4 September 2018
Test-retest variability of various quantitative measures to characterize tracer uptake and/or tracer uptake heterogeneity in metastasized liver for patients with colorectal carcinoma.
1 reference
stated in
PubMed Central
reference URL
https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4927328
retrieved
4 September 2018
Assessment of tumor heterogeneity by CT texture analysis: can the largest cross-sectional area be used as an alternative to whole tumor analysis?
1 reference
stated in
PubMed Central
reference URL
https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4927328
retrieved
4 September 2018
Head and neck squamous cell carcinoma: diagnostic performance of diffusion-weighted MR imaging for the prediction of treatment response.
1 reference
stated in
PubMed Central
reference URL
https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4927328
retrieved
4 September 2018
The retrospective binning method improves the consistency of phase binning in respiratory-gated PET/CT.
1 reference
stated in
PubMed Central
reference URL
https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4927328
retrieved
4 September 2018
Three-dimensional positron emission tomography image texture analysis of esophageal squamous cell carcinoma: relationship between tumor 18F-fluorodeoxyglucose uptake heterogeneity, maximum standardized uptake value, and tumor stage
1 reference
stated in
PubMed Central
reference URL
https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4927328
retrieved
4 September 2018
Analysis of parametric histogram from dynamic contrast-enhanced MRI: application in evaluating brain tumor response to radiotherapy
1 reference
stated in
PubMed Central
reference URL
https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4927328
retrieved
4 September 2018
Probabilistic radiographic atlas of glioblastoma phenotypes.
1 reference
stated in
PubMed Central
reference URL
https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4927328
retrieved
4 September 2018
Reproducibility of tumor uptake heterogeneity characterization through textural feature analysis in 18F-FDG PET.
1 reference
stated in
PubMed Central
reference URL
https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4927328
retrieved
4 September 2018
Evaluating FDG uptake changes between pre and post therapy respiratory gated PET scans.
1 reference
stated in
PubMed Central
reference URL
https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4927328
retrieved
4 September 2018
Tumour heterogeneity in oesophageal cancer assessed by CT texture analysis: preliminary evidence of an association with tumour metabolism, stage, and survival.
1 reference
stated in
PubMed Central
reference URL
https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4927328
retrieved
4 September 2018
Analysis of pretreatment FDG-PET SUV parameters in head-and-neck cancer: tumor SUVmean has superior prognostic value.
1 reference
stated in
PubMed Central
reference URL
https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4927328
retrieved
4 September 2018
(18)F-FDG PET-CT respiratory gating in characterization of pulmonary lesions: approximation towards clinical indications
1 reference
stated in
PubMed Central
reference URL
https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4927328
retrieved
4 September 2018
Prognostic value of serial [18F]fluorodeoxyglucose PET-CT uptake in stage III patients with non-small cell lung cancer treated by concurrent chemoradiotherapy
1 reference
stated in
PubMed Central
reference URL
https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4927328
retrieved
4 September 2018
Automated radiation targeting in head-and-neck cancer using region-based texture analysis of PET and CT images
1 reference
stated in
PubMed Central
reference URL
https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4927328
retrieved
4 September 2018
Predicting survival and early clinical response to primary chemotherapy for patients with locally advanced breast cancer using DCE-MRI.
1 reference
stated in
PubMed Central
reference URL
https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4927328
retrieved
4 September 2018
Three dimensional texture analysis in MRI: a preliminary evaluation in gliomas.
1 reference
stated in
PubMed Central
reference URL
https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4927328
retrieved
4 September 2018
Contrast-enhanced dynamic computed tomography for the evaluation of tumor angiogenesis in patients with lung carcinoma.
1 reference
stated in
PubMed Central
reference URL
https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4927328
retrieved
4 September 2018
Relative cerebral blood volume measurements in intracranial mass lesions: interobserver and intraobserver reproducibility study.
1 reference
stated in
PubMed Central
reference URL
https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4927328
retrieved
4 September 2018
Effect of respiratory gating on quantifying PET images of lung cancer.
1 reference
stated in
PubMed Central
reference URL
https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4927328
retrieved
4 September 2018
MR image texture analysis--an approach to tissue characterization.
1 reference
stated in
PubMed Central
reference URL
https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4927328
retrieved
4 September 2018
Texture analysis in quantitative MR imaging. Tissue characterisation of normal brain and intracranial tumours at 1.5 T.
1 reference
stated in
PubMed Central
reference URL
https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4927328
retrieved
4 September 2018
Fractal-based description of natural scenes
1 reference
stated in
PubMed Central
reference URL
https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4927328
retrieved
20 October 2018
A Collaborative Enterprise for Multi-Stakeholder Participation in the Advancement of Quantitative Imaging
1 reference
stated in
PubMed Central
reference URL
https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4927328
retrieved
4 December 2018
The promise and limits of PET texture analysis
1 reference
stated in
PubMed
reference URL
https://pubmed.ncbi.nlm.nih.gov/27269645
retrieved
12 December 2020
based on heuristic
inferred from PubMed ID database lookup
FDG uptake, tumor proliferation and expression of glycolysis associated genes in animal tumor models
1 reference
stated in
PubMed
reference URL
https://pubmed.ncbi.nlm.nih.gov/27269645
retrieved
12 December 2020
based on heuristic
inferred from PubMed ID database lookup
Heterogeneity and reproducibility of microvessel counts in breast cancer
1 reference
stated in
PubMed
reference URL
https://pubmed.ncbi.nlm.nih.gov/27269645
retrieved
12 December 2020
based on heuristic
inferred from PubMed ID database lookup
Fractal analysis of small peripheral pulmonary nodules in thin-section CT: evaluation of the lung-nodule interfaces
1 reference
stated in
PubMed
reference URL
https://pubmed.ncbi.nlm.nih.gov/27269645
retrieved
12 December 2020
based on heuristic
inferred from PubMed ID database lookup
Fractal analysis of contrast-enhanced CT images to predict survival of patients with hepatocellular carcinoma treated with sunitinib
1 reference
stated in
PubMed
reference URL
https://pubmed.ncbi.nlm.nih.gov/27269645
retrieved
12 December 2020
based on heuristic
inferred from PubMed ID database lookup
Evolving role of molecular imaging with PET in detecting and characterizing heterogeneity of cancer tissue at the primary and metastatic sites, a plausible explanation for failed attempts to cure malignant disorders
1 reference
stated in
PubMed
reference URL
https://pubmed.ncbi.nlm.nih.gov/27269645
retrieved
12 December 2020
based on heuristic
inferred from PubMed ID database lookup
Tumor texture analysis in 18F-FDG PET: relationships between texture parameters, histogram indices, standardized uptake values, metabolic volumes, and total lesion glycolysis
1 reference
stated in
PubMed
reference URL
https://pubmed.ncbi.nlm.nih.gov/27269645
retrieved
12 December 2020
based on heuristic
inferred from PubMed ID database lookup
Why do so many prognostic factors fail to pan out?
1 reference
stated in
PubMed
reference URL
https://pubmed.ncbi.nlm.nih.gov/27269645
retrieved
12 December 2020
based on heuristic
inferred from PubMed ID database lookup
Identifiers
DOI
10.1088/0031-9155/61/13/R150
1 reference
stated in
Europe PubMed Central
PMCID
4927328
reference URL
https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:27269645%20AND%20SRC:MED&resulttype=core&format=json
retrieved
7 June 2020
PMCID
4927328
1 reference
stated in
Europe PubMed Central
PMCID
4927328
reference URL
https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:27269645%20AND%20SRC:MED&resulttype=core&format=json
retrieved
7 June 2020
PubMed ID
27269645
1 reference
stated in
Europe PubMed Central
PMCID
4927328
reference URL
https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:27269645%20AND%20SRC:MED&resulttype=core&format=json
retrieved
7 June 2020
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