Jianming Liang

Assoc Professor

Associate Professor, IAFSE-ECEE: Biosignatures Discovery Automation, Center for
Associate Professor, Health Solutions, College of (CHS)

2038 Citations
18 h-Index

Research output per year

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Personal profile

Education/Academic qualification

Computer Science, PHD, Turku Centre for Computer Science

… → 2001

Computer Science, MS, North China Institute of Computing Technology

… → 1990

Computer Science, BS, University of Science and Technology

… → 1987

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Research Output

2038 Citations
18 h-Index
33 Conference contribution
22 Article
14 Patent
3 Chapter
2 More
- 1 Letter
- 1 Review article

UNet++: Redesigning Skip Connections to Exploit Multiscale Features in Image Segmentation

Zhou, Z., Siddiquee, M. M. R., Tajbakhsh, N. & Liang, J., Jun 2020, In : IEEE Transactions on Medical Imaging. 39, 6, p. 1856-1867 12 p., 8932614.

Research output: Contribution to journal › Article

4 Scopus citations

Computer-aided detection and visualization of pulmonary embolism using a novel, compact, and discriminative image representation

Tajbakhsh, N., Shin, J. Y., Gotway, M. B. & Liang, J., Dec 2019, In : Medical image analysis. 58, 101541.

Research output: Contribution to journal › Article

4 Scopus citations

Integrating Active Learning and Transfer Learning for Carotid Intima-Media Thickness Video Interpretation

Zhou, Z., Shin, J., Feng, R., Hurst, R. T., Kendall, C. B. & Liang, J., Apr 15 2019, In : Journal of Digital Imaging. 32, 2, p. 290-299 10 p.

Research output: Contribution to journal › Article

1 Scopus citations

Learning fixed points in generative adversarial networks: From image-to-image translation to disease detection and localization

Siddiquee, M. M. R., Zhou, Z., Tajbakhsh, N., Feng, R., Gotway, M., Bengio, Y. & Liang, J., Oct 2019, Proceedings - 2019 International Conference on Computer Vision, ICCV 2019. Institute of Electrical and Electronics Engineers Inc., p. 191-200 10 p. 9008137. (Proceedings of the IEEE International Conference on Computer Vision; vol. 2019-October).

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

1 Scopus citations

Models genesis: generic autodidactic models for 3d medical image analysis

Zhou, Z., Sodha, V., Rahman Siddiquee, M. M., Feng, R., Tajbakhsh, N., Gotway, M. B. & Liang, J., Jan 1 2019, Medical Image Computing and Computer Assisted Intervention – MICCAI 2019 - 22nd International Conference, Proceedings. Shen, D., Yap, P-T., Liu, T., Peters, T. M., Khan, A., Staib, L. H., Essert, C. & Zhou, S. (eds.). Springer, p. 384-393 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11767 LNCS).

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