标题/作者	年份
Unbox the black-box for the medical explainable AI via multi-modal and multi-centre data fusion: A mini-review, two showcases and beyond G Yang, Q Ye, J Xia Information Fusion 77, 29-52	2022
Understanding sources of variation to improve the reproducibility of radiomics B Zhao Frontiers in oncology 11, 826	2021
MRI-based radiomics in breast cancer: feature robustness with respect to inter-observer segmentation variability RWY Granzier, NMH Verbakel, A Ibrahim, JE Van Timmeren, ... scientific reports 10 (1), 14163	2020
Human, all too human? An all-around appraisal of the “artificial intelligence revolution” in medical imaging F Coppola, L Faggioni, M Gabelloni, F De Vietro, V Mendola, A Cattabriga, ... Frontiers in Psychology 12, 710982	2021
Artificial intelligence in oral and maxillofacial radiology: what is currently possible? MS Heo, JE Kim, JJ Hwang, SS Han, JS Kim, WJ Yi, IW Park Dentomaxillofacial Radiology 50 (3), 20200375	2021
Radiomics in breast MRI: Current progress toward clinical application in the era of artificial intelligence H Satake, S Ishigaki, R Ito, S Naganawa La radiologia medica, 1-18	2022
Incorporating radiomics into clinical trials: expert consensus endorsed by the European Society of Radiology on considerations for data-driven compared to biologically driven quantitative biomarkers L Fournier, L Costaridou, L Bidaut, N Michoux, FE Lecouvet, ... European radiology 31, 6001-6012	2021
Biology-guided radiotherapy: redefining the role of radiotherapy in metastatic cancer SM Shirvani, CJ Huntzinger, T Melcher, PD Olcott, Y Voronenko, ... The British journal of radiology 94 (1117), 20200873	2021
Whole‐volume tumor MRI radiomics for prognostic modeling in endometrial cancer KE Fasmer, E Hodneland, JA Dybvik, K Wagner‐Larsen, J Trovik, ... Journal of Magnetic Resonance Imaging 53 (3), 928-937	2021
A systematic review of radiomics in osteosarcoma: utilizing radiomics quality score as a tool promoting clinical translation J Zhong, Y Hu, L Si, G Jia, Y Xing, H Zhang, W Yao European radiology 31, 1526-1535	2021
Pre-treatment T2-WI based radiomics features for prediction of locally advanced rectal cancer non-response to neoadjuvant chemoradiotherapy: a preliminary study B Petresc, A Lebovici, C Caraiani, DS Feier, F Graur, MM Buruian Cancers 12 (7), 1894	2020
The effects of in-plane spatial resolution on CT-based radiomic features’ stability with and without ComBat harmonization A Ibrahim, T Refaee, S Primakov, B Barufaldi, RJ Acciavatti, ... Cancers 13 (8), 1848	2021
Pre-treatment CT-based radiomics nomogram for predicting microsatellite instability status in colorectal cancer Q Pei, X Yi, C Chen, P Pang, Y Fu, G Lei, C Chen, F Tan, G Gong, Q Li, ... European Radiology 32, 714-724	2022
Radiomics and machine learning with multiparametric breast MRI for improved diagnostic accuracy in breast cancer diagnosis I Daimiel Naranjo, P Gibbs, JS Reiner, R Lo Gullo, C Sooknanan, ... Diagnostics 11 (6), 919	2021
Does restaging MRI radiomics analysis improve pathological complete response prediction in rectal cancer patients? A prognostic model development G Chiloiro, D Cusumano, P de Franco, J Lenkowicz, L Boldrini, D Carano, ... La radiologia medica 127 (1), 11-20	2022
Radiomics and machine learning applications in rectal cancer: current update and future perspectives A Stanzione, F Verde, V Romeo, F Boccadifuoco, PP Mainenti, S Maurea World Journal of Gastroenterology 27 (32), 5306	2021
Prognostic and predictive value of integrated qualitative and quantitative magnetic resonance imaging analysis in glioblastoma M Verduin, S Primakov, I Compter, HC Woodruff, SMJ van Kuijk, ... Cancers 13 (4), 722	2021
An imageomics and multi-network based deep learning model for risk assessment of liver transplantation for hepatocellular cancer T He, JN Fong, LW Moore, CF Ezeana, D Victor, M Divatia, M Vasquez, ... Computerized Medical Imaging and Graphics 89, 101894	2021
Generalized ComBat harmonization methods for radiomic features with multi-modal distributions and multiple batch effects H Horng, A Singh, B Yousefi, EA Cohen, B Haghighi, S Katz, PB Noël, ... Scientific reports 12 (1), 4493	2022
3D DCE-MRI radiomic analysis for malignant lesion prediction in breast cancer patients C Militello, L Rundo, M Dimarco, A Orlando, R Woitek, I D'Angelo, ... Academic Radiology 29 (6), 830-840	2022

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