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ORCIDMurali Ramanathan
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2010 – 2019
- 2019
[j16]Jonathan Knights
, Zahra Heidary, Timothy Peters-Strickland, Murali Ramanathan:
Evaluating digital medicine ingestion data from seriously mentally ill patients with a Bayesian Hybrid Model. npj Digit. Medicine 2 (2019)- 2018
- [c21]Taruna Seth, Chao Feng, Murali Ramanathan, Vipin Chaudhary:
Exploring Scalable Computing Architectures for Interactions Analysis. ICCCN 2018: 1-9 - 2015
- [j15]Hui Li, Xiaoyi Li, Murali Ramanathan, Aidong Zhang:
Prediction and Informative Risk Factor Selection of Bone Diseases. IEEE ACM Trans. Comput. Biol. Bioinform. 12(1): 79-91 (2015) - [c20]Hui Li, Xiaoyi Li, Xiaowei Jia, Murali Ramanathan, Aidong Zhang:
Bone disease prediction and phenotype discovery using feature representation over electronic health records. BCB 2015: 212-221 - 2013
- [j14]Taehyong Kim, Lawrence Bone, Murali Ramanathan, Aidong Zhang:
BoneNET: a network model of bone microstructure and dynamics. Int. J. Data Min. Bioinform. 8(2): 123-149 (2013) - [c19]Hui Li, Xiaoyi Li, Murali Ramanathan, Aidong Zhang:
A Semi-Supervised Learning Approach to Integrated Salient Risk Features for Bone Diseases. BCB 2013: 42 - [c18]Hui Li, Xiaoyi Li, Yuan Zhang, Murali Ramanathan, Aidong Zhang:
A generative framework for prediction and informative risk factor selection of bone diseases. BIBM 2013: 554-559 - 2012
- [c17]Hui Li, Kang Li, Taehyong Kim, Aidong Zhang, Murali Ramanathan:
Spatial modeling of bone microarchitecture. Three-Dimensional Image Processing (3DIP) and Applications 2012: 82900P - [c16]Hui Li, Cathy Buyea, Xiaoyi Li, Murali Ramanathan, Lawrence Bone, Aidong Zhang:
3D bone microarchitecture modeling and fracture risk prediction. BCB 2012: 361-368 - [i1]Pritam Chanda, Aidong Zhang, Murali Ramanathan:
Algorithms for Efficient Mining of Statistically Significant Attribute Association Information. CoRR abs/1208.3812 (2012) - 2011
- [j13]Taehyong Kim, Kang Li, Aidong Zhang, Surajit Sen, Murali Ramanathan:
A Computational Model of Mitigating Disease Spread in Spatial Networks. Int. J. Artif. Life Res. 2(2): 77-94 (2011) - [c15]Taehyong Kim, Murali Ramanathan, Lawrence Bone, Aidong Zhang:
Mathematical network model for bone mineral density (BMD) and bone quality assessment. BCB 2011: 69-75 - 2010
- [c14]Taehyong Kim, Murali Ramanathan, Aidong Zhang:
A graph-based approach for computational model of bone microstructure. BCB 2010: 563-568 - [c13]Taehyong Kim, Woochang Hwang, Aidong Zhang, Murali Ramanathan:
Computational Framework for Microstructural Bone Dynamics Model and Its Evaluation. BIBE 2010: 92-98 - [c12]Taehyong Kim, Jaehan Koh, Kang Li, Murali Ramanathan, Aidong Zhang:
Identification of critical location on a microstructural bone network. BIBM 2010: 557-562 - [c11]Pritam Chanda, Jianmei Yang, Aidong Zhang, Murali Ramanathan:
On Mining Statistically Significant Attribute Association Information. SDM 2010: 141-152
2000 – 2009
- 2009
- [c10]Pritam Chanda, Young-Rae Cho, Aidong Zhang, Murali Ramanathan:
Mining of Attribute Interactions Using Information Theoretic Metrics. ICDM Workshops 2009: 350-355 - 2008
- [j12]Young-Rae Cho, Lei Shi, Murali Ramanathan, Aidong Zhang:
A probabilistic framework to predict protein function from interaction data integrated with semantic knowledge. BMC Bioinform. 9 (2008) - [j11]Woochang Hwang, Young-Rae Cho, Aidong Zhang, Murali Ramanathan:
CASCADE: a novel quasi all paths-based network analysis algorithm for clustering biological interactions. BMC Bioinform. 9 (2008) - [c9]Taehyong Kim, Woochang Hwang, Aidong Zhang, Surajit Sen, Murali Ramanathan:
Multi-agent Model Analysis of the Containment Strategy for Avian Influenza (AI) in South Korea. BIBM 2008: 335-338 - [c8]Woochang Hwang, Taehyong Kim, Murali Ramanathan, Aidong Zhang:
Bridging centrality: graph mining from element level to group level. KDD 2008: 336-344 - 2007
- [j10]Young-Rae Cho, Woochang Hwang, Murali Ramanathan, Aidong Zhang:
Semantic integration to identify overlapping functional modules in protein interaction networks. BMC Bioinform. 8 (2007) - [j9]Daxin Jiang, Jian Pei, Murali Ramanathan, Chuan Lin, Chun Tang, Aidong Zhang:
Mining gene-sample-time microarray data: a coherent gene cluster discovery approach. Knowl. Inf. Syst. 13(3): 305-335 (2007) - [c7]Woochang Hwang, Taehyong Kim, Young-Rae Cho, Aidong Zhang, Murali Ramanathan:
SIGN: reliable protein interaction identification by integrating the Similarity In GO and the similarity in protein interaction Networks. BIBE 2007: 1384-1388 - 2006
- [j8]Woochang Hwang, Young-Rae Cho, Aidong Zhang, Murali Ramanathan:
A novel functional module detection algorithm for protein-protein interaction networks. Algorithms Mol. Biol. 1 (2006) - [j7]Kavitha Bhasi, Li Zhang, Daniel Brazeau, Aidong Zhang, Murali Ramanathan:
VizStruct for visualization of genome-wide SNP analyses. Bioinform. 22(13): 1569-1576 (2006) - 2005
- [j6]Kavitha Bhasi, Alan Forrest, Murali Ramanathan:
SPLINDID: a semi-parametric, model-based method for obtaining transcription rates and gene regulation parameters from genomic and proteomic expression profiles. Bioinform. 21(20): 3873-3879 (2005) - [j5]Liangjiang Wang, Aidong Zhang, Murali Ramanathan:
BioStar models of clinical and genomic data for biomedical data warehouse design. Int. J. Bioinform. Res. Appl. 1(1): 63-80 (2005) - 2004
- [j4]Li Zhang, Aidong Zhang, Murali Ramanathan:
VizStruct: exploratory visualization for gene expression profiling. Bioinform. 20(1): 85-92 (2004) - [j3]Chun Tang, Aidong Zhang, Murali Ramanathan:
ESPD: a pattern detection model underlying gene expression profiles. Bioinform. 20(6): 829-838 (2004) - [c6]Daxin Jiang, Jian Pei, Murali Ramanathan, Chun Tang, Aidong Zhang:
Mining coherent gene clusters from gene-sample-time microarray data. KDD 2004: 430-439 - 2003
- [j2]Jyotsna Kasturi, Raj Acharya, Murali Ramanathan:
An information theoretic approach for analyzing temporal patterns of gene expression. Bioinform. 19(4): 449-458 (2003) - [j1]Li Zhang, Chun Tang, Yuqing Song, Aidong Zhang, Murali Ramanathan:
VizCluster and its Application on Classifying Gene Expression Data. Distributed Parallel Databases 13(1): 73-97 (2003) - [c5]Li Zhang, Aidong Zhang, Murali Ramanathan:
Fourier Harmonic Approach for Visualizing Temporal Patterns of Gene Expression Data. CSB 2003: 137-147 - [c4]Li Zhang, Aidong Zhang, Murali Ramanathan:
Enhanced visualization of time series through higher fourier harmonics. BIOKDD 2003: 49-56 - [p1]Chun Tang, Li Zhang, Aidong Zhang, Murali Ramanathan:
Interrelated Clustering: An Approach for Gene Expression Data Analysis. Computational Biology and Genome Informatics 2003: 183-206 - 2002
- [c3]Li Zhang, Aidong Zhang, Murali Ramanathan:
Visualized Classification of Multiple Sample Types. BIOKDD 2002: 55-62 - [c2]Li Zhang, Chun Tang, Yong Shi, Yuqing Song, Aidong Zhang, Murali Ramanathan:
VizCluster: An Interactive Visualization Approach to Cluster Analysis and Its Application on Microarray Data. SDM 2002: 19-40 - 2001
- [c1]Chun Tang, Li Zhang, Aidong Zhang, Murali Ramanathan:
Interrelated Two-way Clustering: An Unsupervised Approach for Gene Expression Data Analysis. BIBE 2001: 41-48
Coauthor Index
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