Projects per year
Personal profile
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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Projects
- 5 Finished
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Pilot Study: Deep Learning for Skin Lesions Classifications with Clinical Images
McKenna, S., Trucco, M. & Zhang, J.
1/07/19 → 31/03/20
Project: Research
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Artificial Intelligience for Automatic Extraction of Mucsle Architectural Biomarkers from Ultrasound Imaging
31/03/18 → 30/03/20
Project: Research
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Learning for Imperfect Annotations with Applications in Medical Image Analysis
1/04/12 → 31/08/14
Project: Research
Research output
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Adversarial Convolutional Networks with Weak Domain-Transfer for Multi-sequence Cardiac MR Images Segmentation
Chen, J., Li, H., Zhang, J. & Menze, B., 2020, Statistical Atlases and Computational Models of the Heart. Multi-Sequence CMR Segmentation, CRT-EPiggy and LV Full Quantification Challenges: 10th International Workshop, STACOM 2019, Held in Conjunction with MICCAI 2019, Revised Selected Papers. Pop, M., Sermesant, M., Camara, O., Zhuang, X., Li, S., Young, A., Mansi, T. & Suinesiaputra, A. (eds.). Springer Verlag, Vol. 12009. p. 317-325 9 p. (Lecture Notes in Computer Science).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open AccessFile8 Citations (Scopus)70 Downloads (Pure) -
Limited One-time Sampling Irregularity Map (LOTS-IM) for Automatic Unsupervised Assessment of White Matter Hyperintensities and Multiple Sclerosis Lesions in Structural Brain Magnetic Resonance Images
Rachmadi, M. F., Valdés-Hernández, M. D. C., Li, H., Guerrero, R., Meijboom, R., Wiseman, S., Waldman, A., Zhang, J., Rueckert, D., Wardlaw, J. & Komura, T., Jan 2020, In: Computerized Medical Imaging and Graphics. 79, 13 p., 101685.Research output: Contribution to journal › Article › peer-review
6 Citations (Scopus) -
Progressive Teacher-student Learning for Early Action Prediction
Wang, X., Hu, J-F., Lai, J., Zhang, J. & Zheng, W-S., 9 Jan 2020, 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). IEEE, p. 3551-3560 10 p. 8953742Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open AccessFile43 Citations (Scopus)107 Downloads (Pure) -
CARE: Class Attention to Regions of Lesion for Classification on Imbalanced Data
Zhuang, J., Cai, J., Wang, R., Zhang, J. & Zheng, W., 2019, Proceedings of The 2nd International Conference on Medical Imaging with Deep Learning. Cardoso, M. J., Feragen, A., Glocker, B., Konukoglu, E., Oguz, I., Unal, G. & Vercauteren, T. (eds.). Vol. 102. p. 588-597 10 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open AccessFile9 Downloads (Pure) -
Early Action Prediction by Soft Regression
Hu, J-F., Zheng, W-S., Ma, L., Wang, G. & Zhang, J., Nov 2019, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 41, 11Research output: Contribution to journal › Article › peer-review
Open AccessFile37 Citations (Scopus)638 Downloads (Pure)
Activities
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20th Anniversary International Conference on MultiMedia Modeling
Jianguo Zhang (Participant)
9 Jan 2014Activity: Participating in or organising an event types › Participation in conference
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16th International Conference on Medical Image Computing and Computer Assisted Intervention
Jianguo Zhang (Participant)
25 Sep 2013Activity: Participating in or organising an event types › Participation in conference
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10th International Symposium on Biomedical Imaging: From Nano to Macro
Jianguo Zhang (Participant)
9 Apr 2013Activity: Participating in or organising an event types › Participation in conference
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17th Annual Conference in Medical Image Understanding and Analysis
Jianguo Zhang (Participant)
19 Jul 2013Activity: Participating in or organising an event types › Participation in conference
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2013 IEEE International Conference on Multimedia and Expo Workshops
Jianguo Zhang (Participant)
18 Jul 2013Activity: Participating in or organising an event types › Participation in conference
Press / Media
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Context Aware Text Prediction for Enhancing Augmentative Communication
Rolf Black, Annalu Waller, Hasith Nandadasa, Tamas Suveges, Stephen McKenna, Per Ola Kristensson, Jianguo Zhang, Conor McKillop & Conor Mckillop
19/11/19
2 items of Media coverage
Press/Media: Research