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Zhang, Jianguo

Dr

 https://orcid.org/0000-0001-9317-0268
  • 3445 Citations
  • 21 h-Index
20012020

Research output per year

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Projects

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

Artificial Intelligience for Automatic Extraction of Mucsle Architectural Biomarkers from Ultrasound Imaging

Zhang, J.

Royal Society

31/03/18 → 30/03/20

Project: Research

ACE-LP - Augmenting Communication Using Environmental Data to Drive Language Prediction (Joint with University of Cambridge)

Black, R., McKenna, S., Waller, A. & Zhang, J.

Engineering and Physical Sciences Research Council

1/02/16 → 31/01/20

Project: Research

Application of Support Vector Machine Learning to Predict the Risk of Death from Chronic Obstructive Pulmonary Disease Using Electronic Primary Care Medical Records

Flynn, R., Morales, D. & Zhang, J.

1/07/15 → 30/06/16

Project: Research

Research Output

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 Access
File
    • 13 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, p. 1-13 13 p., 101685.

    Research output: Contribution to journal › Article

    • 1 Citation (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. 8953742

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    File
    • 1 Citation (Scopus)
    31 Downloads (Pure)

    Multi-Scale Convolutional-Stack Aggregation for Robust White Matter Hyperintensities Segmentation

    Li, H., Zhang, J., Muehlau, M., Kirschke, J. & Menze, B., 26 Jan 2019, Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries. Crimi, A., Bakas, S., Kuijf, H., Keyvan, F., Reyes, M. & van Walsum, T. (eds.). Switzerland: Springer Verlag, Vol. 11393. p. 199-207 9 p. (Lecture Notes in Computer Science; vol. 11383).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    File
    • 103 Downloads (Pure)

    Deep Bilinear Learning for RGB-D Action Recognition

    Hu, J-F., Zheng, W-S., Pan, J., Lai, J. & Zhang, J., 2018, ECCV 2018: Computer Vision - ECCV 2018. Ferrari, V., Sminchisescu, C., Hebert, M. & Weiss, Y. (eds.). Switzerland: Springer , Vol. 11211. p. 346-362 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11211 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    • 4 Citations (Scopus)

    Activities

    • 9 Participation in conference
    • 1 Participation in workshop, seminar, course
    • 1 Editorial activity

    20th Anniversary International Conference on MultiMedia Modeling

    Jianguo Zhang (Participant)

    9 Jan 2014

    Activity: Participating in or organising an event types › Participation in conference

    16th International Conference on Medical Image Computing and Computer Assisted Intervention

    Jianguo Zhang (Participant)

    25 Sep 2013

    Activity: Participating in or organising an event types › Participation in conference

    17th Annual Conference in Medical Image Understanding and Analysis

    Jianguo Zhang (Participant)

    19 Jul 2013

    Activity: Participating in or organising an event types › Participation in conference

    10th International Symposium on Biomedical Imaging: From Nano to Macro

    Jianguo Zhang (Participant)

    9 Apr 2013

    Activity: Participating in or organising an event types › Participation in conference

    2013 IEEE International Conference on Multimedia and Expo Workshops

    Jianguo Zhang (Participant)

    18 Jul 2013

    Activity: Participating in or organising an event types › Participation in conference

    Press / Media

    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

    Thesis

    Analysis of Colorectal Polyps in Optical Projection Tomography

    Author: Li, W., 2015

    Supervisor: Zhang, J. (Supervisor) & McKenna, S. (Supervisor)

    Student thesis: Doctoral Thesis › Doctor of Philosophy

    File

    Sequential Recognition of Manipulation Actions Using Superpixel Group Mining

    Author: Huang, T., 2019

    Supervisor: McKenna, S. (Supervisor) & Zhang, J. (Supervisor)

    Student thesis: Doctoral Thesis › Doctor of Philosophy

    File