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.
Image analysis
Engineering & Materials Science
Pulmonary Embolism
Medicine & Life Sciences
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
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
Pulmonary Embolism
Visualization
Computer aided design
Defects
Crops
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
Medical Image Analysis
3D Image
Image analysis
Model
Transfer Learning
3
Citations
(Scopus)
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
Image analysis
Learning
Medical imaging
Neural Networks (Computer)
Diagnostic Imaging
1
Citation
(Scopus)
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
1
Citation
(Scopus)
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
Projects 2010 2020
Computer-Aided Diagnosis of Pulmonary Embolism
HHS: National Institutes of Health (NIH)
7/1/16 → 4/30/20
Project: Research project
Pulmonary Embolism
Embolism
Workload
Precision Medicine
Explosions
(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
Towards a Comprehensive Decision Support Enviornment in Biomedical Imaging for Value based Health Care Delivery
6/5/17 → 7/14/17
Project: Research project
Towards Precise Intensity-Modulated Proton Therapy for Lung Cancer
3/1/17 → 5/25/18
Project: Research project