LIU Rui (劉瑞)

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Research Output

  1. 2023
  2. Online published

    Source Free Semi-Supervised Transfer Learning for Diagnosis of Mental Disorders on fMRI Scans

    Hu, Y., Huang, Z., Liu, R., Xue, X., Sun, X., Song, L. & Tan, K. C., 24 Jul 2023, (Online published) In: IEEE Transactions on Pattern Analysis and Machine Intelligence. p. 1-18

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review

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  3. Published

    Federated Multi-Task Learning for Joint Diagnosis of Multiple Mental Disorders on MRI Scans

    Huang, Z., Hu, Y., Liu, R., Xue, X., Zhu, Z., Song, L. & Tan, K. C., Apr 2023, In: IEEE Transactions on Biomedical Engineering. 70, 4, p. 1137-1149 13 p.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review

    Scopus citations: 3
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  4. Published

    Spatial–Temporal Co-Attention Learning for Diagnosis of Mental Disorders From Resting-State fMRI Data

    Liu, R., Huang, Z., Hu, Y., Zhu, Z., Wong, K. & Tan, K. C., 18 Feb 2023, In: IEEE Transactions on Neural Networks and Learning Systems.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review

    Scopus citations: 1
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  5. 2022
  6. Online published

    Multitask Learning for Joint Diagnosis of Multiple Mental Disorders in Resting-State fMRI

    Huang, Z., Liu, R., Zhu, Z. & Tan, K. C., 2 Dec 2022, (Online published) In: IEEE Transactions on Neural Networks and Learning Systems.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review

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  7. Published

    Classifying ASD based on time-series fMRI using spatial-temporal transformer

    Deng, X., Zhang, J., Liu, R. & Liu, K., Dec 2022, In: Computers in Biology and Medicine. 151, Part B, 106320.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review

    Scopus citations: 1
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  8. Online published

    Attention-Like Multimodality Fusion With Data Augmentation for Diagnosis of Mental Disorders Using MRI

    Liu, R., Huang, Z., Hu, Y., Zhu, Z., Wong, K. & Tan, K. C., 14 Nov 2022, (Online published) In: IEEE Transactions on Neural Networks and Learning Systems.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review

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  9. Published

    CoaDTI: multi-modal co-attention based framework for drug-target interaction annotation

    Huang, L., Lin, J., Liu, R., Zheng, Z., Meng, L., Chen, X., Li, X., & 1 othersWong, K., Nov 2022, In: Briefings in Bioinformatics. 23, 6, bbac446.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review

    Scopus citations: 4
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  10. Published

    A dual-stage pseudo-labeling method for the diagnosis of mental disorder on MRI scans

    Hu, Y., Huang, Z., Liu, R., Xue, X., Song, L. & Tan, K. C., 2022, 2022 International Joint Conference on Neural Networks (IJCNN): 2022 Conference Proceedings. IEEE, 8 p. (Proceedings of the International Joint Conference on Neural Networks; vol. 2022-July).

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with host publication) › peer-review

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  11. 2020
  12. Published

    Multi-LSTM Networks for Accurate Classification of Attention Deficit Hyperactivity Disorder from Resting-State fMRI Data

    Liu, R., Huang, Z., Jiang, M. & Tan, K. C., Oct 2020, The 2nd International Conference on Industrial Artificial Intelligence (IAI 2020). IEEE, 9262176. (2nd International Conference on Industrial Artificial Intelligence, IAI ).

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with host publication) › peer-review

    Scopus citations: 7
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  13. Published

    Multi-Task Learning for Efficient Diagnosis of ASD and ADHD using Resting-State fMRI Data

    Huang, Z., Liu, R. & Tan, K. C., Jul 2020, 2020 International Joint Conference on Neural Networks (IJCNN) - 2020 Conference Proceedings. IEEE, 9206852. (Proceedings of the International Joint Conference on Neural Networks).

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with host publication) › peer-review

    Scopus citations: 6
    Check@CityULib