Peter J. Tonellato

26 papers A 1C 1Misc 3Journal 13Unranked 7
YearRankTypeTitle / Venue / Authors
2022 — conf
Does comorbidity matrix provide similar amount of predictive information: Comparisons from Charlson and Elixhauser using Deep Learning.
ICHI
Prajwal Mani Pradhan, Matt Loth, Peter J. Tonellato, Yue Liang, Terrence J. Adam, Chin-Lin Chi, Pui Ying Yew, Jennifer G. Robinson
2022 J jnl
Producing personalized statin treatment plans to optimize clinical outcomes using big data and machine learning.
J. Biomed. Informatics
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
2021 A conf
Accelerating Variant Calling on Human Genomes Using a Commodity Cluster.
CIKM
Praveen Rao, Arun Zachariah, Deepthi S. Rao, Peter J. Tonellato, Wesley C. Warren, Eduardo J. Simões
2021 — conf
Electronic Medical Record Specialty Group Comparison by Multinomial Logistic Regression.
ICHI
Katie Wilkinson, Kangwon Seo, Robert Pierce, Peter J. Tonellato, Jung Hyup Kim, Danny Myers
2021 — ed.
Proceedings of the International Conference on Artificial Intelligence and Computer Vision, AICV 2021, Hassan 1st University, Morocco, June 28-30, 2021.
AICV
Aboul Ella Hassanien, Abdelkrim Haqiq, Peter J. Tonellato, Ladjel Bellatreche, Sam Goundar, Ahmad Taher Azar, Essaid Sabir, Driss Bouzidi
2019 — conf
Mutational Forks: Inferring Deregulated Flow of Signal Transduction Based on Patient-Specific Mutations.
BIBM
Olha Kholod, Zhen Lyu, Jonathan B. Mitchem, Peter J. Tonellato, Trupti Joshi, Dmitriy Shin
2018 — conf
Personalize Warfarin Trearment by Optimizing Protocol Assignment.
ICHI
Chih-Lin Chi, Xinpeng Shen, Kourosh Ravvaz, John Weissert, Peter J. Tonellato
2018 Misc conf
Using simulation and optimization approach to improve outcome through warfarin precision treatment.
PSB
Chih-Lin Chi, Lu He, Kourosh Ravvaz, John Weissert, Peter J. Tonellato
2017 J jnl
MC-GenomeKey: a multicloud system for the detection and annotation of genomic variants.
BMC Bioinform.
Hatem Elshazly, Yassine Souilmi, Peter J. Tonellato, Dennis P. Wall, Mohamed Abouelhoda
2017 J jnl
Personalized long-term prediction of cognitive function: Using sequential assessments to improve model performance.
J. Biomed. Informatics
Chih-Lin Chi, Wenjun Zeng, Wonsuk Oh, Soo Borson, Tatiana Lenskaia, Xinpeng Shen, Peter J. Tonellato
2016 — conf
Optimal decision support rules improve personalize warfarin treatment outcomes.
EMBC
Chih-Lin Chi, Kourosh Ravvaz, John Weissert, Peter J. Tonellato
2015 J jnl
COSMOS: cloud enabled NGS analysis.
BMC Bioinform.
Yassine Souilmi, Jae-Yoon Jung, Alex Lancaster, Erik Gafni, Saaid Amzazi, Hassan Ghazal, Dennis P. Wall, Peter J. Tonellato
2014 J jnl
COSMOS: Python library for massively parallel workflows.
Bioinform.
Erik Gafni, Lovelace J. Luquette, Alex Lancaster, Jared B. Hawkins, Jae-Yoon Jung, Yassine Souilmi, Dennis P. Wall, Peter J. Tonellato
2014 Misc conf
Discover Improved-Outcome Evidence for Personalized Treatment from Electronic Health Records (EHR).
AMIA
Chih-Lin Chi, Peter J. Tonellato
2013 Misc conf
Secondary Use of a Statewide Electronic Health Record System for Patient-Centered Outcome Research: An Application to Anticoagulation Agents.
AMIA
Kourosh Ravvaz, Michael Michalkiewicz, Peter J. Tonellato
2012 J jnl
Personalized cloud-based bioinformatics services for research and education: use cases and the elasticHPC package.
BMC Bioinform.
Mohamed El-Kalioby, Mohamed Abouelhoda, Jan Krüger, Robert Giegerich, Alexander Sczyrba, Dennis P. Wall, Peter J. Tonellato
2011 J jnl
Biomedical Cloud Computing With Amazon Web Services.
PLoS Comput. Biol.
Vincent A. Fusaro, Prasad Patil, Erik Gafni, Dennis P. Wall, Peter J. Tonellato
2011 J jnl
The Translational Medicine Ontology and Knowledge Base: driving personalized medicine by bridging the gap between bench and bedside.
J. Biomed. Semant.
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
2010 J jnl
Cloud computing for comparative genomics.
BMC Bioinform.
Dennis P. Wall, Parul Kudtarkar, Vincent A. Fusaro, Rimma Pivovarov, Prasad Patil, Peter J. Tonellato
2010 — conf
Mining personalized medicine algorithms with surrogate algorithm tags.
IHI
Chih-Lin Chi, Peter J. Kos, Vincent A. Fusaro, Rimma Pivovarov, Prasad Patil, Peter J. Tonellato
2007 C conf
Cluster Methodology Defines Archetype Sentinel Consomic Rats.
CIBCB
Nancy L. Sobczak, George F. Corliss, Martin A. Seitz, Peter J. Tonellato
2005 J jnl
Analysis of concordance of different haplotype block partitioning algorithms.
BMC Bioinform.
Amit R. Indap, Gabor T. Marth, Craig A. Struble, Peter J. Tonellato, Michael Olivier
2005 J jnl
The Rat Genome Database (RGD): developments towards a phenome database.
Nucleic Acids Res.
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
2004 J jnl
B.E.A.R. GeneInfo: A tool for identifying gene-related biomedical publications through user modifiable queries.
BMC Bioinform.
Guohui Zhou, Xinyu Wen, Hang Liu, Michael J. Schlicht, Martin J. Hessner, Peter J. Tonellato, Milton W. Datta
2003 — conf
A New Self-Organizing Map and Fuzzy Logic Based Data Mining Approach for Genetic and Phenotypic Analysis of Rat Strains.
METMBS
Xin Feng, Hao Jiang, Xiao Dong, Peter J. Tonellato
2002 J jnl
Rat Genome Database (RGD): mapping disease onto the genome.
Nucleic Acids Res.
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