Research output per year
Research output 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):
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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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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Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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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
6 Scopus citations -
A Systematic Benchmarking Analysis of Transfer Learning for Medical Image Analysis
Hosseinzadeh Taher, M. R., Haghighi, F., Feng, R., Gotway, M. B. & Liang, J., 2021, Domain Adaptation and Representation Transfer, and Affordable Healthcare and AI for Resource Diverse Global Health - 3rd MICCAI Workshop, DART 2021, and 1st MICCAI Workshop, FAIR 2021, Held in Conjunction with MICCAI 2021, Proceedings. Albarqouni, S., Cardoso, M. J., Dou, Q., Kamnitsas, K., Khanal, B., Rekik, I., Rieke, N., Sheet, D., Tsaftaris, S., Xu, D. & Xu, Z. (eds.). Springer Science and Business Media Deutschland GmbH, p. 3-13 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12968 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
2 Scopus citations -
Guest Editorial Annotation-Efficient Deep Learning: The Holy Grail of Medical Imaging
Tajbakhsh, N., Roth, H., Terzopoulos, D. & Liang, J., Oct 1 2021, In: IEEE Transactions on Medical Imaging. 40, 10, p. 2526-2533 8 p.Research output: Contribution to journal › Review article › peer-review
Open Access1 Scopus citations -
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
10 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
Open Access25 Scopus citations
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CC Compute The Arizona Federated Open Research Computing Enclave AFORCE an Advanced Computing Platform for Science Engineering and Health
Sulc, P., Herrmann, M., Sankar, L., Oswald, J., Muhich, C., Jennewein, D., Pfeifer, S., Yang, Y., Line, M., Liang, J., Ren, Y., Singharoy, A., Heyden, B. M., Liu, Y., Zheng, W., Beckstein, O., Seo, J., Jayasuriya, S., Wang, Y., Singh, A., Ozkan, S. & Jiao, Y.
National Science Foundation (NSF)
10/1/21 → 9/30/23
Project: Research project
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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