• 4937 Citations
  • 26 h-Index
20032019
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Fingerprint Dive into the research topics where Sharon Xiaolei Huang is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

Image segmentation Engineering & Materials Science
Textures Engineering & Materials Science
Classifiers Engineering & Materials Science
Tumors Engineering & Materials Science
Segmentation Mathematics
Tissue Engineering & Materials Science
Magnetic resonance imaging Engineering & Materials Science
Microscopic examination Engineering & Materials Science

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

Projects 2008 2011

Actins
Myosins
Constriction
Actin Cytoskeleton
Cytokinesis

Research Output 2003 2019

Automated Tracking of Biopolymer Growth and Network Deformation with TSOAX

Xu, T., Langouras, C., Koudehi, M. A., Vos, B. E., Wang, N., Koenderink, G. H., Huang, S. X. & Vavylonis, D., Dec 1 2019, In : Scientific reports. 9, 1, 1717.

Research output: Contribution to journalArticle

Open Access
Biopolymers
Growth
Muscle Stretching Exercises
Cell Tracking
Actin Cytoskeleton

Improved Disease Classification in Chest X-Rays with Transferred Features from Report Generation

Xue, Y. & Huang, S. X., Jan 1 2019, Information Processing in Medical Imaging - 26th International Conference, IPMI 2019, Proceedings. Chung, A. C. S., Bao, S., Gee, J. C. & Yushkevich, P. A. (eds.). Springer Verlag, p. 125-138 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11492 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Radiology
X rays
Pulmonary diseases
Performance Model
Medical Image

Online training for body part segmentation in infant movement videos

Zhang, Q., Xue, Y. & Huang, X., Apr 2019, ISBI 2019 - 2019 IEEE International Symposium on Biomedical Imaging. IEEE Computer Society, p. 489-492 4 p. 8759374. (Proceedings - International Symposium on Biomedical Imaging; vol. 2019-April).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Medical imaging
Diagnostic Imaging
Convolution
Human Body
Learning systems
1 Citation (Scopus)

Phase-field modeling and machine learning of electric-thermal-mechanical breakdown of polymer-based dielectrics

Shen, Z. H., Wang, J., Jiang, J. Y., Huang, S. X., Lin, Y. H., Nan, C. W., Chen, L. & Shen, Y., Dec 1 2019, In : Nature communications. 10, 1, 1843.

Research output: Contribution to journalArticle

Open Access
Nanocomposites
machine learning
learning
Learning systems
Polymers
3 Citations (Scopus)

StackGAN++: Realistic Image Synthesis with Stacked Generative Adversarial Networks

Zhang, H., Xu, T., Li, H., Zhang, S., Wang, X., Huang, S. X. & Metaxas, D. N., Aug 1 2019, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 41, 8, p. 1947-1962 16 p., 8411144.

Research output: Contribution to journalArticle

Image resolution
Network architecture
Synthesis
Discriminators
Image quality