Quality of science and reporting of radiomics in oncologic studies: room for improvement according to radiomics quality score and TRIPOD statement

[1] Gillies RJ(2016)Radiomics: images are more than pictures, they are data Radiology 278 563-577

[2] Kinahan PE(2017)Radiomics: the bridge between medical imaging and personalized medicine Nat Rev Clin Oncol 14 749-762

[3] Hricak H(2018)Tracking tumor biology with radiomics: a systematic review utilizing a radiomics quality score Radiother Oncol 127 349-360

[4] Lambin P(2017)Imaging biomarker roadmap for cancer studies Nat Rev Clin Oncol 14 169-186

[5] Leijenaar RTH(2003)Central challenges facing the national clinical research enterprise JAMA 289 1278-1287

[6] Deist TM(2016)Does the reporting quality of diagnostic test accuracy studies, as defined by STARD 2015, affect citation? Korean J Radiol 17 706-714

[7] Sanduleanu S(2012)Qualification of imaging biomarkers for oncology drug development Eur J Cancer 48 409-415

[8] Woodruff HC(2018)Poor reporting of multivariable prediction model studies: towards a targeted implementation strategy of the TRIPOD statement BMC Med 16 120-536

[9] de Jong EEC(2011)QUADAS-2: a revised tool for the quality assessment of diagnostic accuracy studies Ann Intern Med 155 529-2128

[10] O'Connor JP(2014)Decoding tumour phenotype by noninvasive imaging using a quantitative radiomics approach Nat Commun 5 4006-957

[1] Gillies RJ(2016)Radiomics: images are more than pictures, they are data Radiology 278 563-577

[2] Kinahan PE(2017)Radiomics: the bridge between medical imaging and personalized medicine Nat Rev Clin Oncol 14 749-762

[3] Hricak H(2018)Tracking tumor biology with radiomics: a systematic review utilizing a radiomics quality score Radiother Oncol 127 349-360

[4] Lambin P(2017)Imaging biomarker roadmap for cancer studies Nat Rev Clin Oncol 14 169-186

[5] Leijenaar RTH(2003)Central challenges facing the national clinical research enterprise JAMA 289 1278-1287

[6] Deist TM(2016)Does the reporting quality of diagnostic test accuracy studies, as defined by STARD 2015, affect citation? Korean J Radiol 17 706-714

[7] Sanduleanu S(2012)Qualification of imaging biomarkers for oncology drug development Eur J Cancer 48 409-415

[8] Woodruff HC(2018)Poor reporting of multivariable prediction model studies: towards a targeted implementation strategy of the TRIPOD statement BMC Med 16 120-536

[9] de Jong EEC(2011)QUADAS-2: a revised tool for the quality assessment of diagnostic accuracy studies Ann Intern Med 155 529-2128

[10] O'Connor JP(2014)Decoding tumour phenotype by noninvasive imaging using a quantitative radiomics approach Nat Commun 5 4006-957