Peter J. Tonellato

Orcid: 0000-0003-0658-1734

According to our database1, Peter J. Tonellato authored at least 26 papers between 2002 and 2022.

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Bibliography

2022
Producing personalized statin treatment plans to optimize clinical outcomes using big data and machine learning.
J. Biomed. Informatics, 2022

Does comorbidity matrix provide similar amount of predictive information: Comparisons from Charlson and Elixhauser using Deep Learning.
Proceedings of the 10th IEEE International Conference on Healthcare Informatics, 2022

2021
Variant Analysis of Human Genome Sequences for COVID-19 Research.
Dataset, December, 2021

Electronic Medical Record Specialty Group Comparison by Multinomial Logistic Regression.
Proceedings of the 9th IEEE International Conference on Healthcare Informatics, 2021

Accelerating Variant Calling on Human Genomes Using a Commodity Cluster.
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.
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.
Proceedings of the Biocomputing 2018: Proceedings of the Pacific Symposium, 2018

Personalize Warfarin Trearment by Optimizing Protocol Assignment.
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.
J. Biomed. Informatics, 2017

MC-GenomeKey: a multicloud system for the detection and annotation of genomic variants.
BMC Bioinform., 2017

2016
Optimal decision support rules improve personalize warfarin treatment outcomes.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

2015
COSMOS: cloud enabled NGS analysis.
BMC Bioinform., 2015

2014
COSMOS: Python library for massively parallel workflows.
Bioinform., 2014

Discover Improved-Outcome Evidence for Personalized Treatment from Electronic Health Records (EHR).
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.
Proceedings of the AMIA 2013, 2013

2012
Personalized cloud-based bioinformatics services for research and education: use cases and the elasticHPC package.
BMC Bioinform., 2012

2011
Biomedical Cloud Computing With Amazon Web Services.
PLoS Comput. Biol., 2011

The Translational Medicine Ontology and Knowledge Base: driving personalized medicine by bridging the gap between bench and bedside.
J. Biomed. Semant., 2011

2010
Cloud computing for comparative genomics.
BMC Bioinform., 2010

Mining personalized medicine algorithms with surrogate algorithm tags.
Proceedings of the ACM International Health Informatics Symposium, 2010

2007
Cluster Methodology Defines Archetype Sentinel Consomic Rats.
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.
Nucleic Acids Res., 2005

Analysis of concordance of different haplotype block partitioning algorithms.
BMC Bioinform., 2005

2004
B.E.A.R. GeneInfo: A tool for identifying gene-related biomedical publications through user modifiable queries.
BMC Bioinform., 2004

2003
A New Self-Organizing Map and Fuzzy Logic Based Data Mining Approach for Genetic and Phenotypic Analysis of Rat Strains.
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.
Nucleic Acids Res., 2002


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