TD
Tianpeng Deng
Image Interpretation, Computer-AssistedDeep Learningcs.CVeess.IVImage Processing, Computer-AssistedBrain NeoplasmsBreast NeoplasmsCell NucleusColorectal NeoplasmsComputational pathology
On Valency
published · living versionsW_btf2nzmd·v1 · currentpublished
RapidMitDet: Boosting Computational Efficiency for Mitosis Detection via Magnification Alignment
with Longfei Wang, Jiatai Lin, Junyu Guo, Chaoqun Chen +10
1 version
Preprints & journals
8 papers in the corpus · 2023–2026A Magnification Alignment Framework Enables Computation- and Communication-Efficient Computational Pathology.41861284 · Han, Chu, Zhao, Bingchao, Deng, Tianpeng et al.2026 · 0 citationsCancer research. 2026;86(12):3060-3073
Unsupervised single-domain generalization for tissue classification via progressive domain transformation.42096955 · Lin, Jiatai, Li, Qian, Cui, Yanfen et al.2026 · 0 citationsMedical image analysis. 2026;112:104118
FKDNuSeg: Flawless knowledge distillation for lightweight and fast nuclei instance segmentation and classification.42048957 · Zhao, Bingchao, Luo, Jingxin, Lin, Jiatai et al.2026 · 0 citationsMedical image analysis. 2026;112:104089
Molecular alterations prediction in gliomas via an interpretable deep learning model: a multicentre and retrospective study.42115062 · Han, Chu, Li, Danyi, Zhao, Bingchao et al.2026 · 2 citationsThe Lancet. Digital health. 2026;8(4):100977
Longitudinal MRI-based deep learning model for predicting pathological complete response in breast cancer: a multicenter, retrospective cohort study.41491286 · Huang, Xu, Xu, Zeyan, Zhao, Yingnan et al.2026 · 6 citationsNPJ precision oncology. 2026
FedBCD: Federated Ultrasound Video and Image Joint Learning for Breast Cancer Diagnosis.40031191 · Deng, Tianpeng, Huang, Chunwang, Cai, Ming et al.2025 · 15 citationsIEEE transactions on medical imaging. 2025;44(6):2395-2407
Towards Computation- and Communication-efficient Computational Pathology2504.02628v2 · Chu Han, Bingchao Zhao, Jiatai Lin et al.2025 · 0 citationsarXiv
FedDBL: Communication and Data Efficient Federated Deep-Broad Learning for Histopathological Tissue Classification.38923486 · Deng, Tianpeng, Huang, Yanqi, Han, Guoqiang et al.2025 · 20 citationsIEEE transactions on cybernetics. 2024;54(12):7851-7864
Career total: 22 works. 8 are in this corpus.
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