Peter J. Tonellato

Publication Activity (10 Years)

Years Active: 2002-2022
Publications (10 Years): 10

Top Topics

Electronic Medical Record

Healthcare Providers

Top Venues

J. Biomed. Informatics

Publications

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
Producing personalized statin treatment plans to optimize clinical outcomes using big data and machine learning. J. Biomed. Informatics 128 (2022)
Prajwal Mani Pradhan, Matt Loth, Peter J. Tonellato, Yue Liang, Terrence J. Adam, Chin-Lin Chi, Pui Ying Yew, Jennifer G. Robinson
Does comorbidity matrix provide similar amount of predictive information: Comparisons from Charlson and Elixhauser using Deep Learning. ICHI (2022)
Praveen Rao, Arun Zachariah, Deepthi S. Rao, Peter J. Tonellato, Wesley C. Warren, Eduardo Simoes
Accelerating Variant Calling on Human Genomes Using a Commodity Cluster. CIKM (2021)
Katie Wilkinson, Kangwon Seo, Robert Pierce, Peter J. Tonellato, Jung Hyup Kim, Danny Myers
Electronic Medical Record Specialty Group Comparison by Multinomial Logistic Regression. ICHI (2021)
Olha Kholod, Zhen Lyu, Jonathan B. Mitchem, Peter J. Tonellato, Trupti Joshi, Dmitriy Shin
Mutational Forks: Inferring Deregulated Flow of Signal Transduction Based on Patient-Specific Mutations. BIBM (2019)
Chih-Lin Chi, Xinpeng Shen, Kourosh Ravvaz, John Weissert, Peter J. Tonellato
Personalize Warfarin Trearment by Optimizing Protocol Assignment. ICHI (2018)
Chih-Lin Chi, Lu He, Kourosh Ravvaz, John Weissert, Peter J. Tonellato
Using simulation and optimization approach to improve outcome through warfarin precision treatment. PSB (2018)
Chih-Lin Chi, Wenjun Zeng, Wonsuk Oh, Soo Borson, Tatiana Lenskaia, Xinpeng Shen, Peter J. Tonellato
Personalized long-term prediction of cognitive function: Using sequential assessments to improve model performance. J. Biomed. Informatics 76 (2017)
Hatem Elshazly, Yassine Souilmi, Peter J. Tonellato, Dennis P. Wall, Mohamed Abouelhoda
MC-GenomeKey: a multicloud system for the detection and annotation of genomic variants. BMC Bioinform. 18 (1) (2017)
Chih-Lin Chi, Kourosh Ravvaz, John Weissert, Peter J. Tonellato
Optimal decision support rules improve personalize warfarin treatment outcomes. EMBC (2016)
Yassine Souilmi, Jae-Yoon Jung, Alex Lancaster, Erik Gafni, Saaid Amzazi, Hassan Ghazal, Dennis P. Wall, Peter J. Tonellato
COSMOS: cloud enabled NGS analysis. BMC Bioinform. 16 (S-2) (2015)
Erik Gafni, Lovelace J. Luquette, Alex Lancaster, Jared B. Hawkins, Jae-Yoon Jung, Yassine Souilmi, Dennis P. Wall, Peter J. Tonellato
COSMOS: Python library for massively parallel workflows. Bioinform. 30 (20) (2014)
Chih-Lin Chi, Peter J. Tonellato
Discover Improved-Outcome Evidence for Personalized Treatment from Electronic Health Records (EHR). AMIA (2014)
Kourosh Ravvaz, Michael Michalkiewicz, Peter J. Tonellato
Secondary Use of a Statewide Electronic Health Record System for Patient-Centered Outcome Research: An Application to Anticoagulation Agents. AMIA (2013)
Mohamed El-Kalioby, Mohamed Abouelhoda, Jan Krüger, Robert Giegerich, Alexander Sczyrba, Dennis P. Wall, Peter J. Tonellato
Personalized cloud-based bioinformatics services for research and education: use cases and the elasticHPC package. BMC Bioinform. 13 (S-17) (2012)
Vincent A. Fusaro, Prasad Patil, Erik Gafni, Dennis P. Wall, Peter J. Tonellato
Biomedical Cloud Computing With Amazon Web Services. PLoS Comput. Biol. 7 (8) (2011)
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
The Translational Medicine Ontology and Knowledge Base: driving personalized medicine by bridging the gap between bench and bedside. J. Biomed. Semant. 2 (S-2) (2011)
Chih-Lin Chi, Peter J. Kos, Vincent A. Fusaro, Rimma Pivovarov, Prasad Patil, Peter J. Tonellato
Mining personalized medicine algorithms with surrogate algorithm tags. IHI (2010)
Dennis P. Wall, Parul Kudtarkar, Vincent A. Fusaro, Rimma Pivovarov, Prasad Patil, Peter J. Tonellato
Cloud computing for comparative genomics. BMC Bioinform. 11 (2010)
Nancy L. Sobczak, George F. Corliss, Martin A. Seitz, Peter J. Tonellato
Cluster Methodology Defines Archetype Sentinel Consomic Rats. CIBCB (2007)
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
The Rat Genome Database (RGD): developments towards a phenome database. Nucleic Acids Res. 33 (Database-Issue) (2005)
Amit R. Indap, Gabor T. Marth, Craig A. Struble, Peter J. Tonellato, Michael Olivier
Analysis of concordance of different haplotype block partitioning algorithms. BMC Bioinform. 6 (2005)
Guohui Zhou, Xinyu Wen, Hang Liu, Michael J. Schlicht, Martin J. Hessner, Peter J. Tonellato, Milton W. Datta
B.E.A.R. GeneInfo: A tool for identifying gene-related biomedical publications through user modifiable queries. BMC Bioinform. 5 (2004)
Xin Feng, Hao Jiang, Xiao Dong, Peter J. Tonellato
A New Self-Organizing Map and Fuzzy Logic Based Data Mining Approach for Genetic and Phenotypic Analysis of Rat Strains. METMBS (2003)
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
Rat Genome Database (RGD): mapping disease onto the genome. Nucleic Acids Res. 30 (1) (2002)