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Peter J. Tonellato
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2020 – today
- 2022
- [j13]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: 104029 (2022) - [c12]Prajwal Mani Pradhan, Matt Loth
Does comorbidity matrix provide similar amount of predictive information: Comparisons from Charlson and Elixhauser using Deep Learning. ICHI 2022: 508-510 - 2021
- [c11]Praveen Rao, Arun Zachariah, Deepthi S. Rao, Peter J. Tonellato, Wesley C. Warren, Eduardo J. Simões
Accelerating Variant Calling on Human Genomes Using a Commodity Cluster. CIKM 2021: 3388-3392 - [c10]Katie Wilkinson, Kangwon Seo
Electronic Medical Record Specialty Group Comparison by Multinomial Logistic Regression. ICHI 2021: 415-421 - [e1]Aboul Ella Hassanien
Proceedings of the International Conference on Artificial Intelligence and Computer Vision, AICV 2021, Hassan 1st University, Morocco, June 28-30, 2021. Advances in Intelligent Systems and Computing 1377, Springer 2021, ISBN 978-3-030-76345-9 [contents] - [d1]Praveen Rao, Arun Zachariah, Deepthi S. Rao, Peter J. Tonellato, Wesley C. Warren, Eduardo J. Simões
Variant Analysis of Human Genome Sequences for COVID-19 Research. IEEE DataPort, 2021
2010 – 2019
- 2019
- [c9]Olha Kholod
Mutational Forks: Inferring Deregulated Flow of Signal Transduction Based on Patient-Specific Mutations. BIBM 2019: 2063-2068 - 2018
- [c8]Chih-Lin Chi, Xinpeng Shen, Kourosh Ravvaz, John Weissert, Peter J. Tonellato:
Personalize Warfarin Trearment by Optimizing Protocol Assignment. ICHI 2018: 388-389 - [c7]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: 412-423 - 2017
- [j12]Hatem Elshazly
MC-GenomeKey: a multicloud system for the detection and annotation of genomic variants. BMC Bioinform. 18(1): 49:1-49:14 (2017) - [j11]Chih-Lin Chi, Wenjun Zeng, Wonsuk Oh
Personalized long-term prediction of cognitive function: Using sequential assessments to improve model performance. J. Biomed. Informatics 76: 78-86 (2017) - 2016
- [c6]Chih-Lin Chi, Kourosh Ravvaz, John Weissert, Peter J. Tonellato:
Optimal decision support rules improve personalize warfarin treatment outcomes. EMBC 2016: 2594-2597 - 2015
- [j10]Yassine Souilmi
COSMOS: cloud enabled NGS analysis. BMC Bioinform. 16(S-2): A2 (2015) - 2014
- [j9]Erik Gafni, Lovelace J. Luquette, Alex Lancaster
COSMOS: Python library for massively parallel workflows. Bioinform. 30(20): 2956-2958 (2014) - [c5]Chih-Lin Chi, Peter J. Tonellato:
Discover Improved-Outcome Evidence for Personalized Treatment from Electronic Health Records (EHR). AMIA 2014 - 2013
- [c4]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 - 2012
- [j8]Mohamed El-Kalioby
Personalized cloud-based bioinformatics services for research and education: use cases and the elasticHPC package. BMC Bioinform. 13(S-17): S22 (2012) - 2011
- [j7]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): S1 (2011) - [j6]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) - 2010
- [j5]Dennis P. Wall, Parul Kudtarkar
Cloud computing for comparative genomics. BMC Bioinform. 11: 259 (2010) - [c3]Chih-Lin Chi, Peter J. Kos, Vincent A. Fusaro, Rimma Pivovarov
Mining personalized medicine algorithms with surrogate algorithm tags. IHI 2010: 474-478
2000 – 2009
- 2007
- [c2]Nancy L. Sobczak, George F. Corliss, Martin A. Seitz, Peter J. Tonellato:
Cluster Methodology Defines Archetype Sentinel Consomic Rats. CIBCB 2007: 54-57 - 2005
- [j4]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: 303 (2005) - [j3]Norberto de la Cruz, Susan Bromberg, Dean Pasko, Mary Shimoyama, Simon N. Twigger
The Rat Genome Database (RGD): developments towards a phenome database. Nucleic Acids Res. 33(Database-Issue): 485-491 (2005) - 2004
- [j2]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: 46 (2004) - 2003
- [c1]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: 54-59 - 2002
- [j1]Simon N. Twigger
Rat Genome Database (RGD): mapping disease onto the genome. Nucleic Acids Res. 30(1): 125-128 (2002)
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