Overlooked and underpowered: a meta-research addressing sample size in radiomics prediction models for binary outcomes.
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| Title: | Overlooked and underpowered: a meta-research addressing sample size in radiomics prediction models for binary outcomes. |
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| Authors: | Zhong J; Laboratory of Key Technology and Materials in Minimally Invasive Spine Surgery, Tongren Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China. wal_zjy@163.com.; Center for Spinal Minimally Invasive Research, Shanghai Jiao Tong University, Shanghai, China. wal_zjy@163.com.; Department of Imaging, Tongren Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China. wal_zjy@163.com., Liu X; Department of Imaging, Tongren Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China., Lu J; Department of Epidemiology and Population Health, Stanford University School of Medicine, Stanford, CA, USA., Yang J; Department of Biomedical Engineering, Boston University, Boston, MA, USA., Zhang G; Department of Orthopedics, Shanghai Sixth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China., Mao S; Department of Medical Oncology, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai, China., Chen H; Department of General Surgery, Pancreatic Disease Center, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China., Yin Q; Department of Pathology, Shanghai Sixth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China., Cen Q; Department of Dermatology, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China., Jiang R; Department of Pharmacovigilance, SciClone Pharmaceuticals (Holdings) Ltd., Shanghai, China., Song Y; MR Scientific Marketing, Siemens Healthineers Ltd., Shanghai, China., Lu M; MR Application, Siemens Healthineers Ltd., Shanghai, China., Chu J; Editorial Office of Journal of Diagnostics Concepts & Practice, Department of Science and Technology Development, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China., Xing Y; Department of Imaging, Tongren Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China., Hu Y; Department of Imaging, Tongren Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China., Ding D; Department of Imaging, Tongren Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China., Ge X; Department of Imaging, Tongren Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China., Zhang H; Department of Radiology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China. huanzhangy@163.com., Yao W; Laboratory of Key Technology and Materials in Minimally Invasive Spine Surgery, Tongren Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China. yaoweiwuhuan@163.com.; Center for Spinal Minimally Invasive Research, Shanghai Jiao Tong University, Shanghai, China. yaoweiwuhuan@163.com.; Department of Imaging, Tongren Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China. yaoweiwuhuan@163.com. |
| Source: | European radiology [Eur Radiol] 2025 Mar; Vol. 35 (3), pp. 1146-1156. Date of Electronic Publication: 2025 Jan 09. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: Springer International Country of Publication: Germany NLM ID: 9114774 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1432-1084 (Electronic) Linking ISSN: 09387994 NLM ISO Abbreviation: Eur Radiol Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
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| ISSN: | 1432-1084 |
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| DOI: | 10.1007/s00330-024-11331-0 |
