Personal profile
Author IDs
ORCID iD: 0000-0001-9227-9093
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 3 Good Health and Well-being
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Collaborations from the last five years
Research output
- 6 RGC 21 - Publication in refereed journal
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FedACT: Federated Agnostic Learning on Limited Decentralized CT Images With Knowledge Transferring Process
Chen, L., Wang, L., Liang, G. & Zhang, Z., 3 Dec 2025, (Online published) In: IEEE Journal of Biomedical and Health Informatics. 14 p.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
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CMTT-JTracker: a fully test-time adaptive framework serving automated cell lineage construction
Chen, L., Fu, S. & Zhang, Z., Nov 2024, In: Briefings in Bioinformatics. 25, 6, bbae591.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Open AccessFile1 Link opens in a new tab Citation (Scopus)28 Downloads (CityUHK Scholars) -
The self-distillation trained multitask dense-attention network for diagnosing lung cancers based on CT scans
Chen, L. & Zhang, Z., Mar 2024, In: Medical Physics. 51, 3, p. 1738-1753 16 p.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
2 Link opens in a new tab Citations (Scopus) -
Vision Intelligence Assisted Lung Function Estimation Based on Transformer Encoder-Decoder Network with Invertible Modeling
Chen, L., Lu, D., Zhai, J., Cai, K., Wang, L. & Zhang, Z., Jul 2024, In: IEEE Transactions on Artificial Intelligence. 5, 7, p. 3336-3349Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
2 Link opens in a new tab Citations (Scopus) -
A deep learning based CT image analytics protocol to identify lung adenocarcinoma category and high-risk tumor area
Chen, L., Qi, H., Lu, D., Zhai, J., Cai, K., Wang, L., Liang, G. & Zhang, Z., 16 Sept 2022, In: STAR Protocols. 3, 3, 101485.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Open AccessFile6 Link opens in a new tab Citations (Scopus)90 Downloads (CityUHK Scholars)
Prizes
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Outstanding Academic Performance Award for Research Degree Students (non-local UGC-funded students)
CHEN, L. (Recipient), 16 Aug 2022
Prize: RGC 64B - Prizes and awards
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Thesis
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Deep Learning Methods for Computer-Aided Image-Based Medical Diagnosis
CHEN, L. (Author), ZHANG, Z. (Supervisor), 14 Aug 2023Student thesis: Doctoral Thesis