Peter J. Tonellato

According to our database, Peter J. Tonellato authored at least 26 papers between 2002 and 2022.

Collaborative distances:

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

2022

Producing personalized statin treatment plans to optimize clinical outcomes using big data and machine learning.

Chih-Lin Chi, Jin Wang, Pui Ying Yew, Tatiana Lenskaia, Matt Loth, Prajwal Mani Pradhan, Yue Liang, Prashanth Kurella, Rishabh Mehta, Jennifer G. Robinson, Peter J. Tonellato, Terrence J. Adam

J. Biomed. Informatics, 2022

Does comorbidity matrix provide similar amount of predictive information: Comparisons from Charlson and Elixhauser using Deep Learning.

Prajwal Mani Pradhan, Matt Loth, Peter J. Tonellato, Yue Liang, Terrence J. Adam, Chin-Lin Chi, Pui Ying Yew, Jennifer G. Robinson

Proceedings of the 10th IEEE International Conference on Healthcare Informatics, 2022

2021

Variant Analysis of Human Genome Sequences for COVID-19 Research.

Praveen Rao, Arun Zachariah, Deepthi S. Rao, Peter J. Tonellato, Wesley C. Warren, Eduardo J. Simões

Dataset, December, 2021

Electronic Medical Record Specialty Group Comparison by Multinomial Logistic Regression.

Katie Wilkinson, Kangwon Seo, Robert Pierce, Peter J. Tonellato, Jung Hyup Kim, Danny Myers

Proceedings of the 9th IEEE International Conference on Healthcare Informatics, 2021

Accelerating Variant Calling on Human Genomes Using a Commodity Cluster.

Praveen Rao, Arun Zachariah, Deepthi S. Rao, Peter J. Tonellato, Wesley C. Warren, Eduardo J. Simões

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

2019

Mutational Forks: Inferring Deregulated Flow of Signal Transduction Based on Patient-Specific Mutations.

Olha Kholod, Zhen Lyu, Jonathan B. Mitchem, Peter J. Tonellato, Trupti Joshi, Dmitriy Shin

Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019

2018

Using simulation and optimization approach to improve outcome through warfarin precision treatment.

Chih-Lin Chi, Lu He, Kourosh Ravvaz, John Weissert, Peter J. Tonellato

Proceedings of the Biocomputing 2018: Proceedings of the Pacific Symposium, 2018

Personalize Warfarin Trearment by Optimizing Protocol Assignment.

Chih-Lin Chi, Xinpeng Shen, Kourosh Ravvaz, John Weissert, Peter J. Tonellato

Proceedings of the IEEE International Conference on Healthcare Informatics, 2018

2017

Personalized long-term prediction of cognitive function: Using sequential assessments to improve model performance.

Chih-Lin Chi, Wenjun Zeng, Wonsuk Oh, Soo Borson, Tatiana Lenskaia, Xinpeng Shen, Peter J. Tonellato

J. Biomed. Informatics, 2017

MC-GenomeKey: a multicloud system for the detection and annotation of genomic variants.

Hatem Elshazly, Yassine Souilmi, Peter J. Tonellato, Dennis P. Wall, Mohamed Abouelhoda

BMC Bioinform., 2017

2016

Optimal decision support rules improve personalize warfarin treatment outcomes.

Chih-Lin Chi, Kourosh Ravvaz, John Weissert, Peter J. Tonellato

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

2015

COSMOS: cloud enabled NGS analysis.

Yassine Souilmi, Jae-Yoon Jung, Alex Lancaster, Erik Gafni, Saaid Amzazi, Hassan Ghazal, Dennis P. Wall, Peter J. Tonellato

BMC Bioinform., 2015

2014

COSMOS: Python library for massively parallel workflows.

Erik Gafni, Lovelace J. Luquette, Alex Lancaster, Jared B. Hawkins, Jae-Yoon Jung, Yassine Souilmi, Dennis P. Wall, Peter J. Tonellato

Bioinform., 2014

Discover Improved-Outcome Evidence for Personalized Treatment from Electronic Health Records (EHR).

Chih-Lin Chi, Peter J. Tonellato

Proceedings of the AMIA 2014, 2014

2013

Secondary Use of a Statewide Electronic Health Record System for Patient-Centered Outcome Research: An Application to Anticoagulation Agents.

Kourosh Ravvaz, Michael Michalkiewicz, Peter J. Tonellato

Proceedings of the AMIA 2013, 2013

2012

Personalized cloud-based bioinformatics services for research and education: use cases and the elasticHPC package.

Mohamed El-Kalioby, Mohamed Abouelhoda, Jan Krüger, Robert Giegerich, Alexander Sczyrba, Dennis P. Wall, Peter J. Tonellato

BMC Bioinform., 2012

2011

Biomedical Cloud Computing With Amazon Web Services.

Vincent A. Fusaro, Prasad Patil, Erik Gafni, Dennis P. Wall, Peter J. Tonellato

PLoS Comput. Biol., 2011

The Translational Medicine Ontology and Knowledge Base: driving personalized medicine by bridging the gap between bench and bedside.

Joanne S. Luciano, Bosse Andersson, Colin R. Batchelor, Olivier Bodenreider, Tim Clark, Christine K. Denney, Christopher Domarew, Thomas Gambet, Lee Harland, Anja Jentzsch, Vipul Kashyap, Peter J. Kos, Julia Kozlovsky, Timothy Lebo, M. Scott Marshall, Jamie P. McCusker, Deborah L. McGuinness, Chimezie Ogbuji, Elgar Pichler, Robert L. Powers, Eric Prud'hommeaux, Matthias Samwald, Lynn M. Schriml, Peter J. Tonellato, Patricia L. Whetzel, Jun Zhao, Susie Stephens, Michel Dumontier

J. Biomed. Semant., 2011

2010

Cloud computing for comparative genomics.

Dennis P. Wall, Parul Kudtarkar, Vincent A. Fusaro, Rimma Pivovarov, Prasad Patil, Peter J. Tonellato

BMC Bioinform., 2010

Mining personalized medicine algorithms with surrogate algorithm tags.

Chih-Lin Chi, Peter J. Kos, Vincent A. Fusaro, Rimma Pivovarov, Prasad Patil, Peter J. Tonellato

Proceedings of the ACM International Health Informatics Symposium, 2010

2007

Cluster Methodology Defines Archetype Sentinel Consomic Rats.

Nancy L. Sobczak, George F. Corliss, Martin A. Seitz, Peter J. Tonellato

Proceedings of the 2007 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2007

2005

The Rat Genome Database (RGD): developments towards a phenome database.

Norberto de la Cruz, Susan Bromberg, Dean Pasko, Mary Shimoyama, Simon N. Twigger, Jiali Chen, Chin-Fu Chen, Chunyu Fan, Cindy Foote, Gopal R. Gopinath, Glenn Harris, Aubrey Hughes, Yuan Ji, Weihong Jin, Dawei Li, Jedidiah Mathis, Natalya Nenasheva, Jeff Nie, Rajni Nigam, Victoria Petri, Dorothy Reilly, Weiye Wang, Wenhua Wu, Angela Zuniga-Meyer, Lan Zhao, Anne E. Kwitek, Peter J. Tonellato, Howard J. Jacob

Nucleic Acids Res., 2005

Analysis of concordance of different haplotype block partitioning algorithms.

Amit R. Indap, Gabor T. Marth, Craig A. Struble, Peter J. Tonellato, Michael Olivier

BMC Bioinform., 2005

2004

B.E.A.R. GeneInfo: A tool for identifying gene-related biomedical publications through user modifiable queries.

Guohui Zhou, Xinyu Wen, Hang Liu, Michael J. Schlicht, Martin J. Hessner, Peter J. Tonellato, Milton W. Datta

BMC Bioinform., 2004

2003

A New Self-Organizing Map and Fuzzy Logic Based Data Mining Approach for Genetic and Phenotypic Analysis of Rat Strains.

Xin Feng, Hao Jiang, Xiao Dong, Peter J. Tonellato

Proceedings of the International Conference on Mathematics and Engineering Techniques in Medicine and Biological Scienes, 2003

2002

Rat Genome Database (RGD): mapping disease onto the genome.

Simon N. Twigger, Jian Lu, Mary Shimoyama, Dan Chen, Dean Pasko, Hanping Long, Jessica Ginster, Chin-Fu Chen, Rajni Nigam, Anne E. Kwitek, Janan T. Eppig, Lois Maltais, Donna R. Maglott, Gregory D. Schuler, Howard J. Jacob, Peter J. Tonellato

Nucleic Acids Res., 2002