Research output per year
Research output per year
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
Fingerprint
Dive into the research topics where Jianming Liang is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Network
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Research output
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Active, continual fine tuning of convolutional neural networks for reducing annotation effortsL Active continual fine tuningcnnrae
Zhou, Z., Shin, J. Y., Gurudu, S. R., Gotway, M. B. & Liang, J., Jul 2021, In: Medical image analysis. 71, 101997.Research output: Contribution to journal › Article › peer-review
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Machine-learning enabled wireless wearable sensors to study individuality of respiratory behaviors
Chen, A., Zhang, J., Zhao, L., Rhoades, R. D., Kim, D. Y., Wu, N., Liang, J. & Chae, J., Feb 1 2021, In: Biosensors and Bioelectronics. 173, 112799.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Models Genesis
Zhou, Z., Sodha, V., Pang, J., Gotway, M. B. & Liang, J., Jan 2021, In: Medical image analysis. 67, 101840.Research output: Contribution to journal › Article › peer-review
2 Scopus citations -
Transferable Visual Words: Exploiting the Semantics of Anatomical Patterns for Self-supervised Learning
Haghighi, F., Taher, M. R. H., Zhou, Z., Gotway, M. B. & Liang, J., 2021, (Accepted/In press) In: IEEE Transactions on Medical Imaging.Research output: Contribution to journal › Article › peer-review
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Learning semantics-enriched representation via self-discovery, self-classification, and self-restoration
Haghighi, F., Hosseinzadeh Taher, M. R., Zhou, Z., Gotway, M. B. & Liang, J., 2020, Medical Image Computing and Computer Assisted Intervention – MICCAI 2020 - 23rd International Conference, Proceedings. Martel, A. L., Abolmaesumi, P., Stoyanov, D., Mateus, D., Zuluaga, M. A., Zhou, S. K., Racoceanu, D. & Joskowicz, L. (eds.). Springer Science and Business Media Deutschland GmbH, p. 137-147 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12261 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
2 Scopus citations
Projects
- 13 Finished
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(Marley application Spring 2017) Robust intensity-modulated proton therapy to spare high linear energy transfer in organs at risk
8/1/17 → 2/28/18
Project: Research project
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Towards a Comprehensive Decision Support Enviornment in Biomedical Imaging for Value based Health Care Delivery
6/5/17 → 7/14/17
Project: Research project
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Towards Precise Intensity-Modulated Proton Therapy for Lung Cancer
3/1/17 → 5/25/18
Project: Research project
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Preliminary Clinical Study of Algorithms for Determining the Equality of Colonoscopy Videos
9/1/16 → 8/31/17
Project: Research project