Cape Town - 2026 ISMRM-ISMRT Annual Meeting and Exhibition
9 May 2026 – 14 May 2026 · Cape Town, South Africa
565-04-007 ISMRM Abstract

Radiomics-based differentiation between GBM and PCNSL: a combination of structural MRI, DCE and DTI

Primary: Analysis Methods
Secondary: Neuro
565-04-007 · Neuroradiomics · Wednesday, 13 May, 2:35 PM–3:30 PM · Digital Posters Row F
Keywords: Radiomics Diagnostic differentiation Glioblastoma Primary Central Nervous System Lymphoma
Accepted
Huiquan Yang 1, Zhengyang Zhu1,2, Xin Zhang1, Bing Zhang1
1Department of Radiology, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, China
2Department of Radiology, Mayo Clinic, Rochester, United States of America
Presenting Author: Huiquan Yang

Synopsis

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References

1. 1.Kunimatsu A, Kunimatsu N, Kamiya K, Watadani T, Mori H, Abe O. Comparison between Glioblastoma and Primary Central Nervous System Lymphoma Using MR Image-based Texture Analysis. Magn Reson Med Sci. 201810;17(1):50-57. doi: 10.2463/mrms.mp.2017-0044. PMID: 28638001. [doi] [pmid]
2. Liu X, Yao C, Chen H, Xiang R, Wu H, Du P, Yu Z, Liu W, Liu J, Geng D. BTSC-TNAS: A neural architecture search-based transformer for brain tumor segmentation and classification. Comput Med Imaging Graph. 2023;110:102307. doi: 10.1016/j.compmedimag.2023.102307. PMID: 37913635. [doi] [pmid]
3. Kim Y, Cho HH, Kim ST, Park H, Nam D, Kong DS. Radiomics features to distinguish glioblastoma from primary central nervous system lymphoma on multi-parametric MRI. Neuroradiology. 2018;60(12):1297-1305. doi: 10.1007/s00234-018-2091-4. PMID: 30232517. [doi] [pmid]
4. Xia X, Qiu J, Tan Q, Du W, Gou Q. Radiomics-Based Differentiation of Primary Central Nervous System Lymphoma and Solitary Brain Metastasis Using Contrast-Enhanced T1-Weighted Imaging: A Retrospective Machine Learning Study. Acad Radiol. 2025;32(9):5401-5412. doi: 10.1016/j.acra.2025.05.043. PMID: 40467374. [doi] [pmid]

Cite this abstract

http://echo.ismrm.org/p/ISMRM2026/565-04-007