Murali Ramanathan

Publication Activity (10 Years)

Years Active: 2001-2019
Publications (10 Years): 4

Top Topics

Prediction Accuracy

Feature Representation

Statistically Significant

Electronic Health Records

Top Venues

IEEE ACM Trans. Comput. Biol. Bioinform.

npj Digit. Medicine

Publications

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)
Taruna Seth, Chao Feng, Murali Ramanathan, Vipin Chaudhary
Exploring Scalable Computing Architectures for Interactions Analysis. ICCCN (2018)
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) (2015)
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)
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)
Taehyong Kim, Lawrence Bone, Murali Ramanathan, Aidong Zhang
BoneNET: a network model of bone microstructure and dynamics. Int. J. Data Min. Bioinform. 8 (2) (2013)
Hui Li, Xiaoyi Li, Murali Ramanathan, Aidong Zhang
A Semi-Supervised Learning Approach to Integrated Salient Risk Features for Bone Diseases. BCB (2013)
Pritam Chanda, Aidong Zhang, Murali Ramanathan
Algorithms for Efficient Mining of Statistically Significant Attribute Association Information CoRR (2012)
Hui Li, Cathy Buyea, Xiaoyi Li, Murali Ramanathan, Lawrence Bone, Aidong Zhang
3D bone microarchitecture modeling and fracture risk prediction. BCB (2012)
Hui Li, Kang Li, Taehyong Kim, Aidong Zhang, Murali Ramanathan
Spatial modeling of bone microarchitecture. Three-Dimensional Image Processing (3DIP) and Applications (2012)
Taehyong Kim, Murali Ramanathan, Lawrence Bone, Aidong Zhang
Mathematical network model for bone mineral density (BMD) and bone quality assessment. BCB (2011)
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) (2011)
Taehyong Kim, Woochang Hwang, Aidong Zhang, Murali Ramanathan
Computational Framework for Microstructural Bone Dynamics Model and Its Evaluation. BIBE (2010)
Taehyong Kim, Jaehan Koh, Kang Li, Murali Ramanathan, Aidong Zhang
Identification of critical location on a microstructural bone network. BIBM (2010)
Pritam Chanda, Jianmei Yang, Aidong Zhang, Murali Ramanathan
On Mining Statistically Significant Attribute Association Information. SDM (2010)
Taehyong Kim, Murali Ramanathan, Aidong Zhang
A graph-based approach for computational model of bone microstructure. BCB (2010)
Pritam Chanda, Young-Rae Cho, Aidong Zhang, Murali Ramanathan
Mining of Attribute Interactions Using Information Theoretic Metrics. ICDM Workshops (2009)
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)
Woochang Hwang, Taehyong Kim, Murali Ramanathan, Aidong Zhang
Bridging centrality: graph mining from element level to group level. KDD (2008)
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)
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)
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) (2007)
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)
Young-Rae Cho, Woochang Hwang, Murali Ramanathan, Aidong Zhang
Semantic integration to identify overlapping functional modules in protein interaction networks. BMC Bioinform. 8 (2007)
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)
Kavitha Bhasi, Li Zhang, Daniel Brazeau, Aidong Zhang, Murali Ramanathan
VizStruct for visualization of genome-wide SNP analyses. Bioinform. 22 (13) (2006)
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) (2005)
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) (2005)
Li Zhang, Aidong Zhang, Murali Ramanathan
VizStruct: exploratory visualization for gene expression profiling. Bioinform. 20 (1) (2004)
Daxin Jiang, Jian Pei, Murali Ramanathan, Chun Tang, Aidong Zhang
Mining coherent gene clusters from gene-sample-time microarray data. KDD (2004)
Chun Tang, Aidong Zhang, Murali Ramanathan
ESPD: a pattern detection model underlying gene expression profiles. Bioinform. 20 (6) (2004)
Li Zhang, Chun Tang, Yuqing Song, Aidong Zhang, Murali Ramanathan
VizCluster and its Application on Classifying Gene Expression Data. Distributed Parallel Databases 13 (1) (2003)
Li Zhang, Aidong Zhang, Murali Ramanathan
Enhanced visualization of time series through higher fourier harmonics. BIOKDD (2003)
Jyotsna Kasturi, Raj Acharya, Murali Ramanathan
An information theoretic approach for analyzing temporal patterns of gene expression. Bioinform. 19 (4) (2003)
Li Zhang, Aidong Zhang, Murali Ramanathan
Fourier Harmonic Approach for Visualizing Temporal Patterns of Gene Expression Data. CSB (2003)
Li Zhang, Aidong Zhang, Murali Ramanathan
Visualized Classification of Multiple Sample Types. BIOKDD (2002)
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)
Chun Tang, Li Zhang, Aidong Zhang, Murali Ramanathan
Interrelated Two-way Clustering: An Unsupervised Approach for Gene Expression Data Analysis. BIBE (2001)