Clinical Sciences - QBRC

Research Output

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Conference contribution
2018

Deep integrative analysis for survival prediction

Huang, C., Zhang, A. & Xiao, G., Jan 1 2018, PACIFIC SYMPOSIUM ON BIOCOMPUTING 2018. 212669 ed. World Scientific Publishing Co. Pte Ltd, p. 343-352 10 p.

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

1 Scopus citations
2017

Imaging-genetic data mapping for clinical outcome prediction via supervised conditional Gaussian graphical model

Zhu, X., Yao, J., Xiao, G., Xie, Y., Rodriguez-Canales, J., Parra, E. R., Behrens, C., Wistuba, I. I. & Huang, J., Jan 17 2017, Proceedings - 2016 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2016. Institute of Electrical and Electronics Engineers Inc., p. 455-459 5 p. 7822559

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

4 Scopus citations
2016

Lung cancer survival prediction from pathological images and genetic data - An integration study

Zhu, X., Yao, J., Luo, X., Xiao, G., Xie, Y., Gazdar, A. & Huang, J., Jun 15 2016, 2016 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2016 - Proceedings. IEEE Computer Society, Vol. 2016-June. p. 1173-1176 4 p. 7493475

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

20 Scopus citations
2015

Computer-assisted diagnosis of lung cancer using quantitative topology features

Yao, J., Ganti, D., Luo, X., Xiao, G., Xie, Y., Yan, S. & Huang, J., 2015, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Verlag, Vol. 9352. p. 288-295 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9352).

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

13 Scopus citations
2014

Convex optimization for binary classifier aggregation in multiclass problems

Park, S., Hwang, T. H. & Choi, S., 2014, SIAM International Conference on Data Mining 2014, SDM 2014. Society for Industrial and Applied Mathematics Publications, Vol. 1. p. 280-288 9 p.

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

2012

Prioritizing disease genes by bi-random walk

Xie, M., Hwang, T. & Kuang, R., May 29 2012, Advances in Knowledge Discovery and Data Mining - 16th Pacific-Asia Conference, PAKDD 2012, Proceedings. PART 2 ed. p. 292-303 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7301 LNAI, no. PART 2).

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

25 Scopus citations

Sparse robust matrix tri-factorization with application to cancer genomics

Kim, S. J., Hwang, T. & Giannakis, G. B., Aug 13 2012, 2012 3rd International Workshop on Cognitive Information Processing, CIP 2012. 6232906. (2012 3rd International Workshop on Cognitive Information Processing, CIP 2012).

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

4 Scopus citations
2010

A heterogeneous label propagation algorithm for disease gene discovery

Hwang, T. & Kuang, R., 2010, Proceedings of the 10th SIAM International Conference on Data Mining, SDM 2010. p. 583-594 12 p.

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

42 Scopus citations
2009

A hypergraph-based learning algorithm for classifying arraycgh data with spatial prior

Tian, Z., Hwang, T. & Kuang, R., Oct 2 2009, 2009 IEEE International Workshop on Genomic Signal Processing and Statistics, GENSIPS 2009. 5174345. (2009 IEEE International Workshop on Genomic Signal Processing and Statistics, GENSIPS 2009).

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

2008

Learning on weighted hypergraphs to integrate protein interactions and gene expressions for cancer outcome prediction

Hwang, T., Tian, Z., Kuang, R. & Kocher, J. P., Dec 1 2008, Proceedings - 8th IEEE International Conference on Data Mining, ICDM 2008. p. 293-302 10 p. 4781124. (Proceedings - IEEE International Conference on Data Mining, ICDM).

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

23 Scopus citations
2007

High performance ZnO nanowire FET with ITO contacts

Hollister, M. A., Le, J. D., Xiao, G., Lu, X. & Kiehl, R. A., Dec 1 2007, 65th DRC Device Research Conference. p. 113-114 2 p. 4373675. (65th DRC Device Research Conference).

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

1 Scopus citations

MCTA: Target tracking algorithm based on minimal contour in wireless sensor networks

Jeong, J., Hwang, T., He, T. & Du, D., Sep 4 2007, Proceedings - IEEE INFOCOM 2007: 26th IEEE International Conference on Computer Communications. p. 2371-2375 5 p. 4215865. (Proceedings - IEEE INFOCOM).

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

59 Scopus citations