• 1363 Citations
  • 18 h-Index
19982019
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Fingerprint Fingerprint is based on mining the text of the experts' scientific documents to create an index of weighted terms, which defines the key subjects of each individual researcher.

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Research Output 1998 2019

  • 1363 Citations
  • 18 h-Index
  • 47 Article
  • 7 Conference contribution
  • 4 Chapter
  • 1 Conference article

Feature learning using stacked autoencoder for shared and multimodal fusion of medical images

Singh, V., Verma, N. K., Ul Islam, Z. & Cui, Y., Jan 1 2019, Advances in Intelligent Systems and Computing. Springer Verlag, p. 53-66 14 p. (Advances in Intelligent Systems and Computing; vol. 798).

Research output: Chapter in Book/Report/Conference proceedingChapter

Fusion reactions
Image analysis
Learning systems
Deep learning

Deletion of DGCR8 in VSMCs of adult mice results in loss of vascular reactivity, reduced blood pressure and neointima formation

Zou, Y., Chen, Z., Jennings, B. L., Zhao, G., Gu, Q., Bhattacharya, A., Cui, Y., Yu, B., Malik, K. & Yue, J., Dec 1 2018, In : Scientific Reports. 8, 1, 19660.

Research output: Contribution to journalArticle

DiGeorge Syndrome
Neointima
Vascular Smooth Muscle
Smooth Muscle Myocytes
Blood Vessels
1 Citations

Transfer Learning for Molecular Cancer classification using Deep Neural Networks

Sevakula, R. K., Singh, V., Verma, N. K., Kumar, C. & Cui, Y., Apr 3 2018, (Accepted/In press) In : IEEE/ACM Transactions on Computational Biology and Bioinformatics.

Research output: Contribution to journalArticle

Cancer Classification
Transfer Learning
Tumor
Neural Networks
Tumors
3 Citations

A GPU-accelerated algorithm for biclustering analysis and detection of condition-dependent coexpression network modules

Bhattacharya, A. & Cui, Y., Dec 1 2017, In : Scientific Reports. 7, 1, 4162.

Research output: Contribution to journalArticle

Gene expression
Genes
Graphics processing unit
1 Citations

Layerwise feature selection in Stacked Sparse Auto-Encoder for tumor type prediction

Singh, V., Baranwal, N., Sevakula, R. K., Verma, N. K. & Cui, Y., Jan 17 2017, Proceedings - 2016 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2016. Institute of Electrical and Electronics Engineers Inc., p. 1542-1548 7 p. 7822750

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

Feature extraction
Tumors
Gene expression
Benchmarking
Neoplasms