Mod-SE(2): a geometric deep learning framework for brain tumor classification and segmentation in MRI images.
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| Title: | Mod-SE(2): a geometric deep learning framework for brain tumor classification and segmentation in MRI images. |
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| Authors: | Angelina CL; Graduate School of Engineering Science and Technology, National Yunlin University of Science and Technology, Yunlin, 64002, Taiwan.; Department of Electrical Engineering, National Yunlin University of Science and Technology, Yunlin, 64002, Taiwan.; Institute of Medical Device and Imaging, National Taiwan University, Taipei, 10051, Taiwan., Xiao FR; Institute of Medical Device and Imaging, National Taiwan University, Taipei, 10051, Taiwan.; Program for Precision Health and Intelligent Medicine, National Taiwan University, Taipei, 106319, Taiwan., Vyas S; Institute of Medical Device and Imaging, National Taiwan University, Taipei, 10051, Taiwan.; YongLin Institute of Health, National Taiwan University, Taipei, 10087, Taiwan., Yang PC; Department of Internal Medicine, National Taiwan University Hospital, Taipei, 100225, Taiwan. pcyang@ntu.edu.tw.; College of Medicine, National Taiwan University Hospital, National Taiwan University, Taipei, 10051, Taiwan. pcyang@ntu.edu.tw.; YongLin Institute of Health, National Taiwan University, Taipei, 10087, Taiwan. pcyang@ntu.edu.tw.; Taiwan International Bio Research Center, National Taiwan University, Taipei, 106319, Taiwan. pcyang@ntu.edu.tw.; Program for Precision Health and Intelligent Medicine, National Taiwan University, Taipei, 106319, Taiwan. pcyang@ntu.edu.tw., Chang HT; Graduate School of Engineering Science and Technology, National Yunlin University of Science and Technology, Yunlin, 64002, Taiwan. htchang@yuntech.edu.tw.; Department of Electrical Engineering, National Yunlin University of Science and Technology, Yunlin, 64002, Taiwan. htchang@yuntech.edu.tw.; Graduate School of Intelligent Data Science, National Yunlin University of Science and Technology, Yunlin, 64002, Taiwan. htchang@yuntech.edu.tw., Luo Y; Institute of Medical Device and Imaging, National Taiwan University, Taipei, 10051, Taiwan. yuanluo@ntu.edu.tw.; YongLin Institute of Health, National Taiwan University, Taipei, 10087, Taiwan. yuanluo@ntu.edu.tw.; Department of Biomedical Engineering, National Taiwan University, Taipei, 10617, Taiwan. yuanluo@ntu.edu.tw.; Taiwan International Bio Research Center, National Taiwan University, Taipei, 106319, Taiwan. yuanluo@ntu.edu.tw.; Program for Precision Health and Intelligent Medicine, National Taiwan University, Taipei, 106319, Taiwan. yuanluo@ntu.edu.tw. |
| Source: | Journal of biomedical science [J Biomed Sci] 2026 Jan 12; Vol. 33 (1), pp. 11. Date of Electronic Publication: 2026 Jan 12. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: BioMed Central Country of Publication: England NLM ID: 9421567 Publication Model: Electronic Cited Medium: Internet ISSN: 1423-0127 (Electronic) Linking ISSN: 10217770 NLM ISO Abbreviation: J Biomed Sci Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
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