Deep learning-driven modality imputation and subregion segmentation to enhance high-grade glioma grading
The proposed deep learning framework improves high-grade glioma grading by modality imputation and segmentation, aiding the senior radiologist and offering potential to advance clinical decision-making.
Authors
- Xiaofeng Zhou (ORCID: https://orcid.org/0000-0003-3096-409X)
- Enyu Wang
- Yuhang Ye (ORCID: https://orcid.org/0000-0003-4608-1451)
- Yang Li (ORCID: https://orcid.org/0000-0001-8145-3834)
- Yahan Zhou (ORCID: https://orcid.org/0000-0001-5808-2801)
- Hongmei Mi (ORCID: https://orcid.org/0009-0002-5398-4106)
- Binggang Xiao (ORCID: https://orcid.org/0000-0001-6920-101X)
- Zhirui Zhou
- Fengming Zhang
- Qinqin Zhou (ORCID: https://orcid.org/0000-0003-3941-3534)
- Lin Zheng (ORCID: https://orcid.org/0000-0002-8057-4949)
- Vicky Y. Wang (ORCID: https://orcid.org/0000-0003-0895-3132)
- Chen Chen (ORCID: https://orcid.org/0000-0003-1406-5721)
- Ming Chen (ORCID: https://orcid.org/0000-0002-2188-5472)
- Jiayi Wang (ORCID: https://orcid.org/0000-0002-7785-3381)
- Qi Liu (ORCID: https://orcid.org/0000-0001-6242-7307)
- Haoyang Wang (ORCID: https://orcid.org/0000-0003-2187-9205)
- Jiajun Xu (ORCID: https://orcid.org/0009-0002-3464-5168)
- Ling Zhu (ORCID: https://orcid.org/0009-0008-5054-6446)
- Chenjie Xu (ORCID: https://orcid.org/0000-0002-8997-9299)
- Dong Xu (ORCID: https://orcid.org/0000-0001-5643-7197)
- Dongping Zhang (ORCID: https://orcid.org/0000-0001-6743-8945)
- Zhiwei Wu
- Jiabin Yu
Institutions
- Fujian Medical University (CN)
- Northeast Normal University (CN)
- Wenzhou Medical University (CN)
- Zhejiang Cancer Hospital (CN)
- Zhangzhou Municipal Hospital of Fujian Province (CN)
- Xing Wei College (CN)
- Shanghai East Hospital (CN)
- Second Affiliated Hospital of Zhejiang University (CN)
- Zhejiang Taizhou Hospital (CN)
- Huashan Hospital (CN)
- China Jiliang University (CN)
Publication Details
- Journal
- BMC Medical Informatics and Decision Making
- Published
- 2025-05-30
- DOI
- https://doi.org/10.1186/s12911-025-03029-0
- Citations
- 3
- Primary Topic
- Brain Tumor Detection and Classification
- Type
- article
- Field-Weighted Citation Impact
- 2.53
Funders
- National Natural Science Foundation of China