Semi-Supervised Segmentation and Grading of Prostate Cancer Lesions from Multiparametric Magnetic Resonance Images

Project: Research

1 - 8 out of 8Page size: 20

Research Output

  1. 2024
  2. Published

    Multi-Scale and Multi-Network Deep Feature Fusion for Discriminative Scene Classification of High-Resolution Remote Sensing Images

    Yuan, B., Sehra, S. S. & Chiu, B., Nov 2024, In: Remote Sensing. 16, 21, 3961.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 2
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  3. Published

    Boundary-aware semantic clustering network for segmentation of prostate zones from T2-weighted MRI

    Kou, W., Marshall, H. & Chiu, B., 7 Sept 2024, In: Physics in Medicine and Biology. 69, 17, 175009.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 2
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  4. Published

    Interactive Cascaded Network for Prostate Cancer Segmentation from Multimodality MRI with Automated Quality Assessment

    Kou, W., Rey, C., Marshall, H. & Chiu, B., Aug 2024, In: Bioengineering. 11, 8, 796.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

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  5. Published

    Multimodal Image Classification by Multiview Latent Pattern Extraction, Selection, and Correlation

    Ma, J., Kou, W., Lin, M., Cho, C. C. M. & Chiu, B., Jun 2024, In: IEEE Transactions on Neural Networks and Learning Systems. 35, 6, p. 8134-8148

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 4
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  6. Published

    Multistream Fusion Segmentation and Classification of Prostate Lesions from Magnetic Resonance Images

    Wei, R., Zhang, W., Kou, W., Rey, C., Marshall, H. & Chiu, B., 2 Apr 2024, Medical Imaging 2024: Image Processing. Colliot, O. & Mitra, J. (eds.). SPIE - International Society for Optical Engineering, 1292629. (Proceedings of SPIE; vol. 12926).

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

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  7. Published

    Multiclass and Multilabel Classifications by Consensus and Complementarity-Based Multiview Latent Space Projection

    Ma, J., Kou, W., Lin, M., Cho, C. C. M. & Chiu, B., Mar 2024, In: IEEE Transactions on Systems, Man, and Cybernetics: Systems. 54, 3, p. 1705-1718

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 5
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  8. Published

    Combiner and HyperCombiner networks: Rules to combine multimodality MR images for prostate cancer localisation

    Yan, W., Chiu, B., Shen, Z., Yang, Q., Syer, T., Min, Z. & Punwani, S. & 4 others, Emberton, M., Atkinson, D., Barratt, D. C. & Hu, Y., Jan 2024, In: Medical Image Analysis. 91, 103030.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 4
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  9. 2023
  10. Published

    Prostate cancer segmentation from MRI by a multistream fusion encoder

    Jiang, M., Yuan, B., Kou, W., Yan, W., Marshall, H., Yang, Q. & Syer, T. & 6 others, Punwani, S., Emberton, M., Barratt, D. C., Cho, C. C. M., Hu, Y. & Chiu, B., Sept 2023, In: Medical Physics. 50, 9, p. 5489-5504

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 4
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