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Education and qualifications (1)

Institute of Science Tokyo: Tokyo, JP

2021-09 to 2025-04 | PhD
Education
Source: Self-asserted source
Zhipeng Deng

Works (5)

Federated Active Learning Framework for Efficient Annotation Strategy in Skin-Lesion Classification

Journal of Investigative Dermatology
2025-02 | Journal article
DOI: 10.1016/j.jid.2024.05.023
Contributors: Zhipeng Deng; Yuqiao Yang; Kenji Suzuki
Source: check_circle
Crossref

Enable the Right to be Forgotten with Federated Client Unlearning in Medical Imaging

Lecture Notes in Computer Science
2024 | Journal article
DOI: 10.1007/978-3-031-72117-5_23
WOSUID: WOS:001342237100023
Contributors: Deng, Zhipeng; Luo, Luyang; Chen, Hao
Source: check_circle
Web of Science Researcher Profile Sync

Scale Federated Learning for Label Set Mismatch in Medical Image Classification

Lecture Notes in Computer Science
2023 | Journal article
DOI: 10.1007/978-3-031-43898-1_12
WOSUID: WOS:001109627700012
Contributors: Deng, Zhipeng; Luo, Luyang; Chen, Hao
Source: check_circle
Web of Science Researcher Profile Sync

Radiation Dose Reduction in Digital Breast Tomosynthesis by MTANN with Multi-scale Kernels.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference
2023-07-01 | Conference paper
DOI: 10.1109/embc40787.2023.10340529
PMID: 38082827
Contributors: Deng Z; Jin Z; Suzuki K
Source: Self-asserted source
Zhipeng Deng

FedAL: An Federated Active Learning Framework for Efficient Labeling in Skin Lesion Analysis

2022 IEEE International Conference on Systems, Man, and Cybernetics (SMC)
2022-10-09 | Conference paper
DOI: 10.1109/smc53654.2022.9945452
Contributors: Zhipeng Deng; Yuqiao Yang; Kenji Suzuki; Ze Jin
Source: Self-asserted source
Zhipeng Deng

Peer review (4 reviews for 3 publications/grants)

Review activity for IEEE internet of things journal. (2)
Review activity for IEEE transactions on medical imaging. (1)
Review activity for IEEE transactions on neural networks and learning systems. (1)
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