Jiang Liu

2024

A ranking-based multi-scale feature calibration network for nuclear cataract grading in AS-OCT images

Gu, Y., Fang, L., Mou, L., Ma, S., Yan, Q., Zhang, J., Liu, F., Liu, J. & Zhao, Y., Apr 2024, In: Biomedical Signal Processing and Control. 90, 105836.

Research output: Journal Publication › Article › peer-review

2 Citations (Scopus)

Cross-modal attention network for retinal disease classification based on multi-modal images

Liu, Z., Hu, Y., Qiu, Z., Niu, Y., Zhou, D., Li, X., Shen, J., Jiang, H., Li, H. & Liu, J., 1 Jun 2024, In: Biomedical Optics Express. 15, 6, p. 3699-3714 16 p.

Research output: Journal Publication › Article › peer-review

Open Access

DCAMIL: Eye-tracking guided dual-cross-attention multi-instance learning for refining fundus disease detection

Jiang, H., Gao, M., Huang, J., Tang, C., Zhang, X. & Liu, J., 1 Jun 2024, In: Expert Systems with Applications. 243, 122889.

Research output: Journal Publication › Article › peer-review

3 Citations (Scopus)

Deep learning for macular fovea detection based on ultra-widefield fundus images

Wang, M. H., Huang, L., Hou, G., Yang, J., Xing, L., Yuan, Q., Chong, K. K. L., Lin, Z., Zeng, P., Fang, X., Yao, X., Li, Q., Liu, J. & Lin, C., 2024, Second International Conference on Electrical, Electronics, and Information Engineering, EEIE 2023. Limongi, T. & Lin, H. (eds.). SPIE, 129831Z. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 12983).

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

Open Access

Enhancing and Adapting in the Clinic: Source-Free Unsupervised Domain Adaptation for Medical Image Enhancement

Li, H., Lin, Z., Qiu, Z., Li, Z., Niu, K., Guo, N., Fu, H., Hu, Y. & Liu, J., 1 Apr 2024, In: IEEE Transactions on Medical Imaging. 43, 4, p. 1323-1336 14 p.

Research output: Journal Publication › Article › peer-review

Open Access

3 Citations (Scopus)

FLATTENING SINGULAR VALUES OF FACTORIZED CONVOLUTION FOR MEDICAL IMAGES

Feng, Z., Zeng, N., Fang, J., Wang, X., Lu, X., Meng, H. & Liu, J., 2024, 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1791-1795 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

Open Access

GlanceSeg: Real-time microaneurysm lesion segmentation with gaze-map-guided foundation model for early detection of diabetic retinopathy

Jiang, H., Gao, M., Liu, Z., Tang, C., Zhang, X., Jiang, S., Yuan, W. & Liu, J., 2024, (Accepted/In press) In: IEEE Journal of Biomedical and Health Informatics. p. 1-14 14 p.

Research output: Journal Publication › Article › peer-review

1 Citation (Scopus)

Guidewire Endpoint Detection Based on Pixel-Adjacent Relation during Robot-Assisted Intravascular Catheterization: In Vivo Mammalian Models

Du, W., Yi, G., Omisore, O. M., Duan, W., Chen, X., Akinyemi, T., Liu, J., Lee, B. G. & Wang, L., 6 Jan 2024, (Published Online) In: Advanced Intelligent Systems. 6, 4, 2300687.

Research output: Journal Publication › Article › peer-review

Open Access

1 Citation (Scopus)

Instrument-Tissue Interaction Detection Framework for Surgical Video Understanding

Lin, W., Hu, Y., Fu, H., Yang, M., Chng, C. B., Kawasaki, R., Chui, C. & Liu, J., 2024, In: IEEE Transactions on Medical Imaging. 43, 8, p. 2803-2813 11 p.

Research output: Journal Publication › Article › peer-review

Open Access

Investigation and Analysis of Corneal Morphology in Young Divers

Mao, C., Wang, X., Li, H., Li, H., Zhou, D., Chen, J., Dong, H., Hu, Y. & Liu, J., 2024, Applied Intelligence - First International Conference, ICAI 2023, Proceedings. Huang, D.-S., Premaratne, P. & Yuan, C. (eds.). Springer Science and Business Media Deutschland GmbH, p. 3-12 10 p. (Communications in Computer and Information Science; vol. 2014 CCIS).

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

Low-Contrast Medical Image Segmentation via Transformer and Boundary Perception

Zhang, Y., Xi, R., Wang, W., Li, H., Hu, L., Lin, H., Towey, D., Bai, R., Fu, H., Higashita, R. & Liu, J., 1 Jun 2024, In: IEEE Transactions on Emerging Topics in Computational Intelligence. 8, 3, p. 2297-2309 13 p.

Research output: Journal Publication › Article › peer-review

1 Citation (Scopus)

Mixed-decomposed convolutional network: A lightweight yet efficient convolutional neural network for ocular disease recognition

Zhang, X., Wu, X., Xiao, Z., Hu, L., Qiu, Z., Sun, Q., Higashita, R. & Liu, J., Apr 2024, In: CAAI Transactions on Intelligence Technology. 9, 2, p. 319-332 14 p.

Research output: Journal Publication › Article › peer-review

Open Access

7 Citations (Scopus)

Multi-style spatial attention module for cortical cataract classification in AS-OCT image with supervised contrastive learning

Xiao, Z., Zhang, X., Zheng, B., Guo, Y., Higashita, R. & Liu, J., Feb 2024, In: Computer Methods and Programs in Biomedicine. 244, 107958.

Research output: Journal Publication › Article › peer-review

3 Citations (Scopus)

Pyramid Pixel Context Adaption Network for Medical Image Classification With Supervised Contrastive Learning

Zhang, X., Xiao, Z., Wu, X., Chen, Y., Zhao, J., Hu, Y. & Liu, J., 2024, (Accepted/In press) In: IEEE Transactions on Neural Networks and Learning Systems. p. 1-14 14 p.

Research output: Journal Publication › Article › peer-review

Open Access

2 Citations (Scopus)

Regional context-based recalibration network for cataract recognition in AS-OCT

Zhang, X., Xiao, Z., Yang, B., Wu, X., Higashita, R. & Liu, J., Mar 2024, In: Pattern Recognition. 147, 110069.

Research output: Journal Publication › Article › peer-review

9 Citations (Scopus)

Rethinking Dual-Stream Super-Resolution Semantic Learning in Medical Image Segmentation

Qiu, Z., Hu, Y., Chen, X., Zeng, D., Hu, Q. & Liu, J., 1 Jan 2024, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 46, 1, p. 451-464 14 p.

Research output: Journal Publication › Article › peer-review

Open Access

3 Citations (Scopus)

Scale Optimization Using Evolutionary Reinforcement Learning for Object Detection on Drone Imagery

Zhang, J., Yang, X., He, W., Ren, J., Zhang, Q., Zhao, Y., Bai, R., He, X. & Liu, J., 25 Mar 2024, Technical Tracks 14. Wooldridge, M., Dy, J. & Natarajan, S. (eds.). 1 ed. Association for the Advancement of Artificial Intelligence, p. 410-418 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 38, no. 1).

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

Open Access

4 Citations (Scopus)

Suppressing label noise in medical image classification using mixup attention and self-supervised learning

Gao, M., Jiang, H., Hu, Y., Ren, Q., Xie, Z. & Liu, J., 21 May 2024, In: Physics in Medicine and Biology. 69, 10, 105026.

Research output: Journal Publication › Article › peer-review

Open Access

2023

ACT-Net: Anchor-Context Action Detection in Surgery Videos

Hao, L., Hu, Y., Lin, W., Wang, Q., Li, H., Fu, H., Duan, J. & Liu, J., 2023, Medical Image Computing and Computer Assisted Intervention – MICCAI 2023 - 26th International Conference, Proceedings. Greenspan, H., Greenspan, H., Madabhushi, A., Mousavi, P., Salcudean, S., Duncan, J., Syeda-Mahmood, T. & Taylor, R. (eds.). Springer Science and Business Media Deutschland GmbH, p. 196-206 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14228 LNCS).

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

1 Citation (Scopus)

A generic fundus image enhancement network boosted by frequency self-supervised representation learning

Li, H., Liu, H., Fu, H., Xu, Y., Shu, H., Niu, K., Hu, Y. & Liu, J., Dec 2023, In: Medical Image Analysis. 90, 102945.

Research output: Journal Publication › Article › peer-review

Open Access

5 Citations (Scopus)

Association of retinal microvascular abnormalities and neuromyelitis optica spectrum disorders with optical coherence tomography angiography

Guo, J., Zhang, D., Gong, Y., Liu, J., Zhang, J. & Zhao, Y., 2023, In: Frontiers in Neuroscience. 17, 1194661.

Research output: Journal Publication › Article › peer-review

Open Access

2 Citations (Scopus)

A Structure-Consistency GAN for Unpaired AS-OCT Image Inpainting

Bai, G., Li, S., Zhang, H., Higashita, R., Liu, J., Li, J. & Zhang, M., 2023, Ophthalmic Medical Image Analysis - 10th International Workshop, OMIA 2023, Held in Conjunction with MICCAI 2023, Proceedings. Antony, B., Chen, H., Fang, H., Fu, H., Lee, C. S. & Zheng, Y. (eds.). Springer Science and Business Media Deutschland GmbH, p. 142-151 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14096 LNCS).

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

2 Citations (Scopus)

Automatic Step Recognition with Video and Kinematic Data for Intelligent Operating Room and Beyond

Chng, C. B., Lin, W., Hu, Y., Hu, Y., Liu, J. & Chui, C. K., 7 Dec 2023, SOICT 2023 - 12th International Symposium on Information and Communication Technology. Association for Computing Machinery, p. 599-606 8 p. (ACM International Conference Proceeding Series).

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

Open Access

Cascaded face super-resolution with shape and identity priors

Zeng, D., Li, Z., Yan, X., Jiang, W., Wang, X., Liu, J. & Tang, B., 18 Sept 2023, In: IET Image Processing. 17, 11, p. 3309-3322 14 p.

Research output: Journal Publication › Article › peer-review

Open Access

1 Citation (Scopus)

CGBA-Net: context-guided bidirectional attention network for surgical instrument segmentation

Wang, Y., Hu, Y., Shen, J., Zhang, X., Li, H., Qiu, Z., Ye, F. & Liu, J., Oct 2023, In: International journal of computer assisted radiology and surgery. 18, 10, p. 1769-1781 13 p.

Research output: Journal Publication › Article › peer-review

7 Citations (Scopus)

Clinical Pixel Feature Recalibration Module for Ophthalmic Image Classification

Zhao, J. L., Zhang, X., Wu, X., Zhang, Z. X., Zhang, T., Li, H., Hu, Y. & Liu, J., 2023, Artificial Neural Networks and Machine Learning – ICANN 2023 - 32nd International Conference on Artificial Neural Networks, Proceedings. Iliadis, L., Papaleonidas, A., Angelov, P. & Jayne, C. (eds.). Springer Science and Business Media Deutschland GmbH, p. 87-98 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14257 LNCS).

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

Combating Coronary Calcium Scoring Bias for Non-gated CT by Semantic Learning on Gated CT

Li, J., Li, A., Fang, J., Hou, Y., Song, C., Yang, H., Wang, J., Liu, H. & Liu, J., 2023, Proceedings - 2023 IEEE/CVF International Conference on Computer Vision Workshops, ICCVW 2023. Institute of Electrical and Electronics Engineers Inc., p. 2575-2583 9 p. (Proceedings - 2023 IEEE/CVF International Conference on Computer Vision Workshops, ICCVW 2023).

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

Computational approaches for the reconstruction of optic nerve fibers along the visual pathway from medical images: a comprehensive review

Jin, R., Cai, Y., Zhang, S., Yang, T., Feng, H., Jiang, H., Zhang, X., Hu, Y. & Liu, J., 2023, In: Frontiers in Neuroscience. 17, 1191999.

Research output: Journal Publication › Review article › peer-review

Open Access

5 Citations (Scopus)

Content-Preserving Diffusion Model for Unsupervised AS-OCT Image Despeckling

Li, S., Higashita, R., Fu, H., Li, H., Niu, J. & Liu, J., 2023, Medical Image Computing and Computer Assisted Intervention – MICCAI 2023 - 26th International Conference, Proceedings. Greenspan, H., Greenspan, H., Madabhushi, A., Mousavi, P., Salcudean, S., Duncan, J., Syeda-Mahmood, T. & Taylor, R. (eds.). Springer Science and Business Media Deutschland GmbH, p. 660-670 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14226 LNCS).

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

Open Access

Corneal Endothelial Cell Segmentation with Multiple Long-range Dependencies

Zeng, L., Zhang, Y., Higashita, R. & Liu, J., 9 Nov 2023, ICBBE 2023 - Proceedings of the 2023 10th International Conference on Biomedical and Bioinformatics Engineering. Association for Computing Machinery, p. 67-72 6 p. (ACM International Conference Proceeding Series).

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

Crystalline lens nuclear age prediction as a new biomarker of nucleus degeneration

Guo, M., Higashita, R., Lin, C., Hu, L., Chen, W., Li, F., Lai, G. W. K., Nguyen, A., Sakata, R., Okamoto, K., Tang, B., Xu, Y., Fu, H., Gao, F., Aihara, M., Zhang, X., Yuan, J., Lin, S., Leung, C. K. S. & Liu, J., 26 Jul 2023, In: British Journal of Ophthalmology. 108, 4, p. 513-521 9 p.

Research output: Journal Publication › Article › peer-review

Deep learning based ultrasonic visualization of distal humeral cartilage for image-guided therapy: a pilot validation study

Zhao, W., Su, X., Guo, Y., Li, H., Basnet, S., Chen, J., Yang, Z., Zhong, R., Liu, J., Chui, E. C. S., Pei, G. & Li, H., Aug 2023, In: Quantitative Imaging in Medicine and Surgery. 13, 8, p. 5306-5320 15 p.

Research output: Journal Publication › Article › peer-review

Open Access

2 Citations (Scopus)

Deep learning for computational cytology: A survey

Jiang, H., Zhou, Y., Lin, Y., Chan, R. C. K., Liu, J. & Chen, H., Feb 2023, In: Medical Image Analysis. 84, 102691.

Research output: Journal Publication › Review article › peer-review

Open Access

47 Citations (Scopus)

Deep metric learning with mirror attention and fine triplet loss for fundus image retrieval in ophthalmology

Fang, J., Zeng, M., Zhang, X., Liu, H., Zhao, Y., Zhang, P., Yang, H., Liu, J., Miao, H., Hu, Y. & Liu, J., Feb 2023, In: Biomedical Signal Processing and Control. 80, 104277.

Research output: Journal Publication › Article › peer-review

3 Citations (Scopus)

Deep segmentation of OCTA for evaluation and association of changes of retinal microvasculature with Alzheimer’s disease and mild cognitive impairment

Xie, J., Yi, Q., Wu, Y., Zheng, Y., Liu, Y., Macerollo, A., Fu, H., Xu, Y., Zhang, J., Behera, A., Fan, C., Frangi, A. F., Liu, J., Lu, Q., Qi, H. & Zhao, Y., 3 Jan 2023, In: British Journal of Ophthalmology. 108, 3, p. 432-439 8 p.

Research output: Journal Publication › Article › peer-review

Open Access

18 Citations (Scopus)

DMINet: A lightweight dual-mixed channel-independent network for cataract recognition

Wu, X., Chen, Y., Yan, Q., Zhao, Y., Zhao, J., Zhang, X., Higashita, R. & Liu, J., 2023, IJCNN 2023 - International Joint Conference on Neural Networks, Proceedings. Institute of Electrical and Electronics Engineers Inc., (Proceedings of the International Joint Conference on Neural Networks; vol. 2023-June).

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

Domain Adaptative Retinal Image Quality Assessment with Knowledge Distillation Using Competitive Teacher-Student Network

Lin, Y., Li, H., Liu, H., Shu, H., Li, Z., Hu, Y. & Liu, J., 2023, 2023 IEEE International Symposium on Biomedical Imaging, ISBI 2023. IEEE Computer Society, (Proceedings - International Symposium on Biomedical Imaging; vol. 2023-April).

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

1 Citation (Scopus)

Dual-Path Framework for Intra-Class Imbalance Medical Image Segmentation

Lin, X., Yang, B., Zhou, Y., Higashita, R. & Liu, J., 2023, 2023 IEEE International Symposium on Biomedical Imaging, ISBI 2023. IEEE Computer Society, (Proceedings - International Symposium on Biomedical Imaging; vol. 2023-April).

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

Elongated Physiological Structure Segmentation via Spatial and Scale Uncertainty-Aware Network

Zhang, Y., Xi, R., Fu, H., Towey, D., Bai, R. B., Higashita, R. & Liu, J., 2023, Medical Image Computing and Computer Assisted Intervention – MICCAI 2023 - 26th International Conference, Proceedings. Greenspan, H., Greenspan, H., Madabhushi, A., Mousavi, P., Salcudean, S., Duncan, J., Syeda-Mahmood, T. & Taylor, R. (eds.). Springer Science and Business Media Deutschland GmbH, p. 323-332 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14223 LNCS).

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

Open Access

1 Citation (Scopus)

Eye tracking based deep learning analysis for the early detection of diabetic retinopathy: A pilot study

Jiang, H., Hou, Y., Miao, H., Ye, H., Gao, M., Li, X., Jin, R. & Liu, J., Jul 2023, In: Biomedical Signal Processing and Control. 84, 104830.

Research output: Journal Publication › Article › peer-review

9 Citations (Scopus)

FFNET: An End-To-End Framework Based on Feature Pyramid Network and Filter Network for Pulmonary Nodule Detection

Lu, X., Zeng, N., Wang, X., Huang, J., Hu, Y., Fang, J. & Liu, J., 2023, 2023 IEEE International Symposium on Biomedical Imaging, ISBI 2023. IEEE Computer Society, (Proceedings - International Symposium on Biomedical Imaging; vol. 2023-April).

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

1 Citation (Scopus)

Focusing Intracranial Aneurysm Lesion Segmentation by Graph Mask2Former with Local Refinement in DSA Images

Mo, Y., Chen, Y., Hu, Y., Xu, J., Wang, H., Dai, L. & Liu, J., 2023, Proceedings - 2023 2023 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2023. Jiang, X., Wang, H., Alhajj, R., Hu, X., Engel, F., Mahmud, M., Pisanti, N., Cui, X. & Song, H. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 899-903 5 p. (Proceedings - 2023 2023 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2023).

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

Frequency-Mixed Single-Source Domain Generalization for Medical Image Segmentation

Li, H., Li, H., Zhao, W., Fu, H., Su, X., Hu, Y. & Liu, J., 2023, Medical Image Computing and Computer Assisted Intervention – MICCAI 2023 - 26th International Conference, Proceedings. Greenspan, H., Greenspan, H., Madabhushi, A., Mousavi, P., Salcudean, S., Duncan, J., Syeda-Mahmood, T. & Taylor, R. (eds.). Springer Science and Business Media Deutschland GmbH, p. 127-136 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14225 LNCS).

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

Open Access

7 Citations (Scopus)

Global-Local Framework for Medical Image Segmentation with Intra-class Imbalance Problem

Zhou, Y., Yang, B., Lin, X., Higashita, R. & Liu, J., 17 Mar 2023, CACML 2023 - Conference Proceedings 2023 2nd Asia Conference on Algorithms, Computing and Machine Learning. Association for Computing Machinery, p. 366-370 5 p. (ACM International Conference Proceeding Series).

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

Guidewire Endpoint Detection Based on Pixel Adjacent Relation in Robot-assisted Cardiovascular Interventions

Du, W., Yi, G., Omisore, O. M., Duan, W., Akinyemi, T. O., Chen, X., Wang, L., Lee, B. G. & Liu, J., 1 Jul 2023, In: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference. 2023, p. 1-5 5 p.

Research output: Journal Publication › Article › peer-review

1 Citation (Scopus)

HA-Net: Hierarchical Attention Network Based on Multi-Task Learning for Ciliary Muscle Segmentation in AS-OCT

Yang, B., Zhang, X., Li, S., Higashita, R. & Liu, J., 2023, In: IEEE Signal Processing Letters. 30, p. 1342-1346 5 p.

Research output: Journal Publication › Article › peer-review

3 Citations (Scopus)

High-speed all-in-focus 3D imaging technology based on the liquid lens focus scanning

Cheng, H., Wang, L., Tabata, S., He, Y., Hu, Y. & Liu, J., 2023, Optoelectronic Imaging and Multimedia Technology X. Dai, Q., Shimura, T. & Zheng, Z. (eds.). SPIE, 127670C. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 12767).

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

Lens structure segmentation from AS-OCT images via shape-based learning

Fang, H., Yin, P., Chen, H., Fang, Y., Chen, W., Yuan, J., Risa, H., Liu, J. & Xu, Y., Mar 2023, In: Computer Methods and Programs in Biomedicine. 230, 107322.

Research output: Journal Publication › Article › peer-review

2 Citations (Scopus)

LoGo Transformer: Hierarchy Lightweight Full Self-Attention Network for Corneal Endothelial Cell Segmentation

Zhang, Y., Cai, Z., Higashita, R. & Liu, J., 2023, IJCNN 2023 - International Joint Conference on Neural Networks, Proceedings. Institute of Electrical and Electronics Engineers Inc., (Proceedings of the International Joint Conference on Neural Networks; vol. 2023-June).

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

Long-term gridded land evapotranspiration reconstruction using Deep Forest with high generalizability

Feng, Q., Shen, J., Yang, F., Liang, S., Liu, J., Kuang, X., Wang, D. & Zeng, Z., Dec 2023, In: Scientific data. 10, 1, 908.

Research output: Journal Publication › Article › peer-review

Open Access

2 Citations (Scopus)

Prof Jiang Liu

Research output

Search results