PS
Pengfei Song
Image Interpretation, Computer-AssistedMulti-scale fusionAttention mechanismAutism Spectrum DisorderBrain NeoplasmsBreast CancerBreast NeoplasmsColonic PolypsColonoscopyConvolutional neural networks
On Valency
published · living versionsW_8vzymhg3·v1 · currentpublished
Preprints & journals
9 papers in the corpus · 2022–2026Time-periodic solutions of an SIS epidemic model2610.29062v1 · Fang Li, Pengfei Song, Kexin Zhang et al.2026 · 0 citationsarXivon Valency
GMENet: Generative Mixture of Experts Network for Multi-Center Glioma Diagnosis with Incomplete Imaging Sequences2605.23183v1 · Pengfei Song, Fangjin Liu, Wenwen Zeng et al.2026 · 0 citationsarXiv
Clinic-aligned Dual Distillation of Video and Image Foundation Models for Automated Breast Cancer US Diagnosis.41949457 · Zhao, Chengqian, Dong, Yijie, Xie, Xuan et al.2026 · 1 citationRadiology. Artificial intelligence. 2026;8(3):e250600
Imbalanced Multiclassification Challenges in Whole Slide Image: Cross-Patient Pseudo Bags Generation and Curriculum Contrastive Learning With Dynamic Rebalancing.41564047 · Wu, Yonghuang, Xie, Xuan, Zhao, Chengqian et al.2026 · 0 citationsIEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2026;35:904-914
Adaptive Multi-Scale Dynamic Graph Representation Learning With Overlapping Community-Awareness for ASD Classification.41359708 · Zeng, Wenwen, Yin, Feiyu, Song, Pengfei et al.2025 · 3 citationsIEEE journal of biomedical and health informatics. 2025;29(12):8711-8718
An integrated MRI-based diagnostic framework for glioma with incomplete imaging sequences and imperfect annotations.41131374 · Song, Pengfei, Shen, Chao, Fan, Zhen et al.2025 · 5 citationsNPJ precision oncology. 2025;9(1):328
Fine-tuning a Foundation Model Using Simulated Pre-operative Tumor Resection Data for Post-operative Glioma Segmentation.41336220 · Li, Yunkai, Xie, Xuan, Song, Pengfei et al.2025 · 0 citationsAnnual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference. 2025;2025:1-6
TGDAUNet: Transformer and GCNN based dual-branch attention UNet for medical image segmentation.37890420 · Song, Pengfei, Li, Jinjiang, Fan, Hui et al.2023 · 34 citationsComputers in biology and medicine. 2023;167:107583
Attention based multi-scale parallel network for polyp segmentation.35483226 · Song, Pengfei, Li, Jinjiang, Fan, Hui2022 · 68 citationsComputers in biology and medicine. 2022;146:105476
Career total: 15 works. 9 are in this corpus.
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