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Table 2 Literature review for oncologic imaging or phantom studies with positron emission tomography

From: Radiomics in medical imaging—“how-to” guide and critical reflection

  Ref. Study (first author) Year Factor Site/Organ
Test-retest [77] Konert et al. 2020   NSCLC
[78] Vuong et al. 2019   Lung cancer
[79] Gallivanone et al. 2018   Phantom
[40] Desseroit et al. 2017   NSCLC
[80] Leijenaar et al. 2013   NSCLC
Acquisition [77] Konert et al. 2020 Breathing NSCLC
[81] Pfaehler et al. 2019 Acquisition time Phantom
[82] Branchini et al. 2019 Injected activity Pedriatic cancer
[78] Vuong et al. 2019 Breathing Lung cancer
[83] Charles et al. 2017 Breathing Phantom
[84] Lovat et al. 2017 Scan timing Neurofibromatosis-1
[85] Reuzé et al. 2017 Scanner Cervical cancer
[86] Shiri et al. 2017 Acquisition time Phantom, lung, HN, liver cancer
[13] Bailly et al. 2016 Acquisition time Neuroendocrine tumors
[87] Forgacs et al. 2016 Acquisition time Phantom, lung cancer
[88] Grootjans et al. 2016 Breathing, duty cycle Lung cancer
[89] Nyflot et al. 2015 Injected activity, acquisiton time Simulated phantom
Reconstruction [81] Pfaehler et al. 2019 Algorithm, PSF, FWHM Phantom
[79] Gallivanone et al. 2018 PSF, TOF, matrix size, iterations, subsets, FWHM Phantom
[12] Altazi et al. 2017 Algorithm Cervical tumor
[86] Shiri et al. 2017 PSF, TOF, iterations, subsets, FWHM, matrix size Phantom, lung, HN, liver cancer
[13] Bailly et al. 2016 Algorithm, iterations, FWHM, matrix size Neuroendocrine tumors
[90] Cheng et al. 2016 Attenuation correction NSCLC
[87] Forgacs et al. 2016 Algorithm, TOF, FWHM, voxel size Phantom, lung cancer
[91] Lasnon et al. 2016 PSF, FWHM Lung cancer
[92] van Velden et al. 2016 Algorithm NSCLC
[93] Doumou et al. 2015 FWHM Esophageal cancer
[89] Nyflot et al. 2015 Iterations, FWHM Phantom
[94] Yan et al. 2015 PSF, TOF, iterations, FWHM, matrix size Lung cancer
Segmentation [77] Konert et al. 2020   NSCLC
[95] Yang et al. 2020   Simulated lung lesions
[81] Pfaehler et al. 2019   Phantom
[78] Vuong et al. 2019   Lung cancer
[79] Gallivanone et al. 2018   Phantom
[96] Hatt et al. 2018   NSCLC, HN, simulated lesions
[12] Altazi et al. 2017   Cervical tumor
[83] Charles et al. 2017   Phantom
[97] Lu et al. 2016   Nasopharyngeal carcinoma
[92] van Velden et al. 2016   NSCLC
[93] Doumou et al. 2015   Esophageal cancer
[98] Hatt et al. 2013   Esophageal cancer
[80] Leijenaar et al. 2013   NSCLC
Image processing [77] Konert et al. 2020 Discretization NSCLC
[95] Yang et al. 2020 Discretization Simulated lung lesions
[82] Branchini et al. 2019 Discretization Pedriatic cancer
[87] Forgacs et al. 2019 Discretization Lung cancer
[81] Pfaehler et al. 2019 Discretization Phantom
[99] Whybra et al. 2019 Resampling Esophageal cancer
[100] Presotto et al. 2018 Discretization Phantom
[12] Altazi et al. 2017 Discretization Cervical cancer
[85] Reuzé et al. 2017 Resampling Cervical cancer
[101] Yip et al. 2017 Discretization, resampling NSCLC
[97] Lu et al. 2016 Discretization Nasopharyngeal carcinoma
[92] van Velden et al. 2016 Discretization NSCLC
[93] Doumou et al. 2015 Discretization Esophageal cancer
[14] Leijenaar et al. 2015 Discretization NSCLC