Radiomics for predicting grades, isocitrate dehydrogenase mutation, and oxygen 6-methylguanine-DNA methyltransferase promoter methylation of adult diffuse gliomas: combination of structural MRI, apparent diffusion coefficient, and susceptibility-weig
The combined structural MRI, ADC, and SWI models achieved promising performance in assessing WHO Grade and <i>IDH</i> mutation status but showed no efficacy in predicting MGMT methylation status. Adding SWI and ADC features cannot provide extra information to structural MRI in predicting WHO grade and <i>IDH</i> mutation.
Authors
- Jiawei Liang (ORCID: https://orcid.org/0000-0003-0748-3183)
- Sixuan Chen (ORCID: https://orcid.org/0000-0002-6343-2092)
- Yajing Zhu (ORCID: https://orcid.org/0000-0001-8035-2337)
- Jiaming Lu (ORCID: https://orcid.org/0009-0001-6888-8849)
- Linqing Fu
- Huiquan Yang (ORCID: https://orcid.org/0009-0008-6980-8792)
- Meiping Ye
- Ling Ni (ORCID: https://orcid.org/0000-0003-1569-882X)
- Yuying Sun (ORCID: https://orcid.org/0000-0001-9582-4421)
- Jingfei Shen
- Xin Li (ORCID: https://orcid.org/0000-0001-8328-4894)
- Xue Liang (ORCID: https://orcid.org/0000-0001-7134-0182)
- Bing Zhang (ORCID: https://orcid.org/0000-0001-8676-2425)
- Qian Chen (ORCID: https://orcid.org/0000-0002-7916-1370)
- Wen Zhang (ORCID: https://orcid.org/0000-0003-1939-4807)
- Jianan Zhou (ORCID: https://orcid.org/0000-0002-1775-6221)
- Danni Ge
- Xin Zhang (ORCID: https://orcid.org/0009-0003-1112-6397)
- Zhengyang Zhu
- Han Wang (ORCID: https://orcid.org/0000-0003-3931-4878)
Institutions
- Nanjing Brain Hospital (CN)
- Nanjing Drum Tower Hospital (CN)
- Southeast University (CN)
- Nanjing University (CN)
Publication Details
- Journal
- Quantitative Imaging in Medicine and Surgery
- Published
- 2024-12-01
- DOI
- https://doi.org/10.21037/qims-24-1110
- Citations
- 7
- Primary Topic
- Glioma Diagnosis and Treatment
- Type
- article
- Field-Weighted Citation Impact
- 3.07
Funders
- Government of Jiangsu Province
- Nanjing University