Jianming Liang

Assoc Professor

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

1412 Citations
16 h-Index

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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

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.

Pulmonary Embolism Medicine & Life Sciences

Image analysis Engineering & Materials Science

Polyps Medicine & Life Sciences

Neural networks Engineering & Materials Science

Angiography Engineering & Materials Science

Colonoscopy Medicine & Life Sciences

Computer-aided Detection Mathematics

Lung Medicine & Life Sciences

Network Recent external collaboration on country level. Dive into details by clicking on the dots.

Research Output 1997 2019

1412 Citations
16 h-Index
31 Conference contribution
23 Article
14 Patent
4 Chapter
1 More
- 1 Review article

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

Three dimensional computer graphics

Computer aided diagnosis

Data visualization

Computerized tomography

Network architecture

Surrogate supervision for medical image analysis: Effective deep learning from limited quantities of labeled data

Tajbakhsh, N., Hu, Y., Cao, J., Yan, X., Xiao, Y., Lu, Y., Liang, J., Terzopoulos, D. & Ding, X., Apr 2019, ISBI 2019 - 2019 IEEE International Symposium on Biomedical Imaging. IEEE Computer Society, p. 1251-1255 5 p. 8759553. (Proceedings - International Symposium on Biomedical Imaging; vol. 2019-April).

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

Medical imaging

Diagnostic Imaging

Image segmentation

Image analysis

Learning

An ensemble of convolutional neural networks for the use in video endoscopy

Aksenov, S. V., Kostin, K. A., Ivanova, A. V., Liang, J. & Zamyatin, A. V., Jan 1 2018, In : Sovremennye Tehnologii v Medicine. 10, 2, p. 7-17 11 p.

Research output: Contribution to journal › Article

Endoscopy

Neural networks

Classifiers

Neural Networks (Computer)

Colonoscopy

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., Jan 1 2018, (Accepted/In press) In : Journal of Digital Imaging.

Research output: Contribution to journal › Article

Carotid Intima-Media Thickness

Problem-Based Learning

Tuning

Neural networks

Ultrasonography

14 Citations (Scopus)

Unet++: A nested u-net architecture for medical image segmentation

Zhou, Z., Rahman Siddiquee, M. M., Tajbakhsh, N. & Liang, J., Jan 1 2018, Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support - 4th International Workshop, DLMIA 2018 and 8th International Workshop, ML-CDS 2018 Held in Conjunction with MICCAI 2018. Maier-Hein, L., Syeda-Mahmood, T., Taylor, Z., Lu, Z., Stoyanov, D., Madabhushi, A., Tavares, J. M. R. S., Nascimento, J. C., Moradi, M., Martel, A., Papa, J. P., Conjeti, S., Belagiannis, V., Greenspan, H., Carneiro, G. & Bradley, A. (eds.). Springer Verlag, p. 3-11 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11045 LNCS).

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

Computerized tomography

Medical Image

Encoder

Image segmentation

Image Segmentation