Murali Ramanathan

According to our database, Murali Ramanathan authored at least 39 papers between 2001 and 2019.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2019

Evaluating digital medicine ingestion data from seriously mentally ill patients with a Bayesian Hybrid Model.

Jonathan Knights, Zahra Heidary, Timothy Peters-Strickland, Murali Ramanathan

npj Digit. Medicine, 2019

2018

Exploring Scalable Computing Architectures for Interactions Analysis.

Taruna Seth, Chao Feng, Murali Ramanathan, Vipin Chaudhary

Proceedings of the 27th International Conference on Computer Communication and Networks, 2018

2015

Prediction and Informative Risk Factor Selection of Bone Diseases.

Hui Li, Xiaoyi Li, Murali Ramanathan, Aidong Zhang

IEEE ACM Trans. Comput. Biol. Bioinform., 2015

Bone disease prediction and phenotype discovery using feature representation over electronic health records.

Hui Li, Xiaoyi Li, Xiaowei Jia, Murali Ramanathan, Aidong Zhang

Proceedings of the 6th ACM Conference on Bioinformatics, 2015

2013

BoneNET: a network model of bone microstructure and dynamics.

Taehyong Kim, Lawrence Bone, Murali Ramanathan, Aidong Zhang

Int. J. Data Min. Bioinform., 2013

A generative framework for prediction and informative risk factor selection of bone diseases.

Hui Li, Xiaoyi Li, Yuan Zhang, Murali Ramanathan, Aidong Zhang

Proceedings of the 2013 IEEE International Conference on Bioinformatics and Biomedicine, 2013

A Semi-Supervised Learning Approach to Integrated Salient Risk Features for Bone Diseases.

Hui Li, Xiaoyi Li, Murali Ramanathan, Aidong Zhang

Proceedings of the ACM Conference on Bioinformatics, 2013

2012

Algorithms for Efficient Mining of Statistically Significant Attribute Association Information

Pritam Chanda, Aidong Zhang, Murali Ramanathan

CoRR, 2012

3D bone microarchitecture modeling and fracture risk prediction.

Hui Li, Cathy Buyea, Xiaoyi Li, Murali Ramanathan, Lawrence Bone, Aidong Zhang

Proceedings of the ACM International Conference on Bioinformatics, 2012

Spatial modeling of bone microarchitecture.

Hui Li, Kang Li, Taehyong Kim, Aidong Zhang, Murali Ramanathan

Proceedings of the Three-Dimensional Image Processing (3DIP) and Applications II, 2012

2011

A Computational Model of Mitigating Disease Spread in Spatial Networks.

Taehyong Kim, Kang Li, Aidong Zhang, Surajit Sen, Murali Ramanathan

Int. J. Artif. Life Res., 2011

Mathematical network model for bone mineral density (BMD) and bone quality assessment.

Taehyong Kim, Murali Ramanathan, Lawrence Bone, Aidong Zhang

Proceedings of the ACM International Conference on Bioinformatics, 2011

2010

On Mining Statistically Significant Attribute Association Information.

Pritam Chanda, Jianmei Yang, Aidong Zhang, Murali Ramanathan

Proceedings of the SIAM International Conference on Data Mining, 2010

Identification of critical location on a microstructural bone network.

Taehyong Kim, Jaehan Koh, Kang Li, Murali Ramanathan, Aidong Zhang

Proceedings of the 2010 IEEE International Conference on Bioinformatics and Biomedicine, 2010

Computational Framework for Microstructural Bone Dynamics Model and Its Evaluation.

Taehyong Kim, Woochang Hwang, Aidong Zhang, Murali Ramanathan

Proceedings of the 10th IEEE International Conference on Bioinformatics and Bioengineering, 2010

A graph-based approach for computational model of bone microstructure.

Taehyong Kim, Murali Ramanathan, Aidong Zhang

Proceedings of the First ACM International Conference on Bioinformatics and Computational Biology, 2010

2009

Mining of Attribute Interactions Using Information Theoretic Metrics.

Pritam Chanda, Young-Rae Cho, Aidong Zhang, Murali Ramanathan

Proceedings of the ICDM Workshops 2009, 2009

2008

CASCADE: a novel quasi all paths-based network analysis algorithm for clustering biological interactions.

Woochang Hwang, Young-Rae Cho, Aidong Zhang, Murali Ramanathan

BMC Bioinform., 2008

A probabilistic framework to predict protein function from interaction data integrated with semantic knowledge.

Young-Rae Cho, Lei Shi, Murali Ramanathan, Aidong Zhang

BMC Bioinform., 2008

Bridging centrality: graph mining from element level to group level.

Woochang Hwang, Taehyong Kim, Murali Ramanathan, Aidong Zhang

Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2008

Multi-agent Model Analysis of the Containment Strategy for Avian Influenza (AI) in South Korea.

Taehyong Kim, Woochang Hwang, Aidong Zhang, Surajit Sen, Murali Ramanathan

Proceedings of the 2008 IEEE International Conference on Bioinformatics and Biomedicine, 2008

2007

Mining gene-sample-time microarray data: a coherent gene cluster discovery approach.

Daxin Jiang, Jian Pei, Murali Ramanathan, Chuan Lin, Chun Tang, Aidong Zhang

Knowl. Inf. Syst., 2007

Semantic integration to identify overlapping functional modules in protein interaction networks.

Young-Rae Cho, Woochang Hwang, Murali Ramanathan, Aidong Zhang

BMC Bioinform., 2007

SIGN: reliable protein interaction identification by integrating the Similarity In GO and the similarity in protein interaction Networks.

Woochang Hwang, Taehyong Kim, Young-Rae Cho, Aidong Zhang, Murali Ramanathan

Proceedings of the 7th IEEE International Conference on Bioinformatics and Bioengineering, 2007

2006

VizStruct for visualization of genome-wide SNP analyses.

Kavitha Bhasi, Li Zhang, Daniel Brazeau, Aidong Zhang, Murali Ramanathan

Bioinform., 2006

A novel functional module detection algorithm for protein-protein interaction networks.

Woochang Hwang, Young-Rae Cho, Aidong Zhang, Murali Ramanathan

Algorithms Mol. Biol., 2006

2005

BioStar models of clinical and genomic data for biomedical data warehouse design.

Liangjiang Wang, Aidong Zhang, Murali Ramanathan

Int. J. Bioinform. Res. Appl., 2005

SPLINDID: a semi-parametric, model-based method for obtaining transcription rates and gene regulation parameters from genomic and proteomic expression profiles.

Kavitha Bhasi, Alan Forrest, Murali Ramanathan

Bioinform., 2005

2004

VizStruct: exploratory visualization for gene expression profiling.

Li Zhang, Aidong Zhang, Murali Ramanathan

Bioinform., 2004

ESPD: a pattern detection model underlying gene expression profiles.

Chun Tang, Aidong Zhang, Murali Ramanathan

Bioinform., 2004

Mining coherent gene clusters from gene-sample-time microarray data.

Daxin Jiang, Jian Pei, Murali Ramanathan, Chun Tang, Aidong Zhang

Proceedings of the Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2004

2003

VizCluster and its Application on Classifying Gene Expression Data.

Li Zhang, Chun Tang, Yuqing Song, Aidong Zhang, Murali Ramanathan

Distributed Parallel Databases, 2003

An information theoretic approach for analyzing temporal patterns of gene expression.

Jyotsna Kasturi, Raj Acharya, Murali Ramanathan

Bioinform., 2003

Enhanced visualization of time series through higher fourier harmonics.

Li Zhang, Aidong Zhang, Murali Ramanathan

Proceedings of the 3nd ACM SIGKDD Workshop on Data Mining in Bioinformatics (BIOKDD 2003), 2003

Fourier Harmonic Approach for Visualizing Temporal Patterns of Gene Expression Data.

Li Zhang, Aidong Zhang, Murali Ramanathan

Proceedings of the 2nd IEEE Computer Society Bioinformatics Conference, 2003

Interrelated Clustering: An Approach for Gene Expression Data Analysis.

Chun Tang, Li Zhang, Aidong Zhang, Murali Ramanathan

Proceedings of the Computational Biology and Genome Informatics, 2003

2002

VizCluster: An Interactive Visualization Approach to Cluster Analysis and Its Application on Microarray Data.

Li Zhang, Chun Tang, Yong Shi, Yuqing Song, Aidong Zhang, Murali Ramanathan

Proceedings of the Second SIAM International Conference on Data Mining, 2002

Visualized Classification of Multiple Sample Types.

Li Zhang, Aidong Zhang, Murali Ramanathan

Proceedings of the 2nd ACM SIGKDD Workshop on Data Mining in Bioinformatics (BIOKDD 2002), 2002

2001

Interrelated Two-way Clustering: An Unsupervised Approach for Gene Expression Data Analysis.

Chun Tang, Li Zhang, Aidong Zhang, Murali Ramanathan

Proceedings of the 2nd IEEE International Symposium on Bioinformatics and Bioengineering, 2001