Gil Alterovitz

According to our database1, Gil Alterovitz authored at least 50 papers between 2006 and 2020.

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Bibliography

2020
An efficient causal structure learning algorithm for linear arbitrarily distributed continuous data.
J. Supercomput., 2020

Recommendations for patient similarity classes: results of the AMIA 2019 workshop on defining patient similarity.
J. Am. Medical Informatics Assoc., 2020

Digital personal health libraries: a systematic literature review.
CoRR, 2020

2019
Sparse online collaborative filtering with dynamic regularization.
Inf. Sci., 2019

Extracting causal relations from the literature with word vector mapping.
Comput. Biol. Medicine, 2019

Predicting of Associations Between MicroRNA and Human Diseases Based on Multiple Similarities and Arbitrarily-Order Proximity Network Embedding.
IEEE Access, 2019

Deep Probabilistic Matrix Factorization Framework for Online Collaborative Filtering.
IEEE Access, 2019

2018
Subtype dependent biomarker identification and tumor classification from gene expression profiles.
Knowl. Based Syst., 2018

2017
Biobrick chain recommendations for genetic circuit design.
Comput. Biol. Medicine, 2017

Wrapper-based gene selection with Markov blanket.
Comput. Biol. Medicine, 2017

SNP by SNP by environment interaction network of alcoholism.
BMC Syst. Biol., 2017

Nonlinear dimensionality reduction methods for synthetic biology biobricks' visualization.
BMC Bioinform., 2017

2016
A Partial Correlation Statistic Structure Learning Algorithm Under Linear Structural Equation Models.
IEEE Trans. Knowl. Data Eng., 2016

Classification of hospital acquired complications using temporal clinical information from a large electronic health record.
J. Biomed. Informatics, 2016

SMART precision cancer medicine: a FHIR-based app to provide genomic information at the point of care.
J. Am. Medical Informatics Assoc., 2016

Gene expression prediction using low-rank matrix completion.
BMC Bioinform., 2016

2015
Accelerating wrapper-based feature selection with K-nearest-neighbor.
Knowl. Based Syst., 2015

Seeing the forest through the trees: uncovering phenomic complexity through interactive network visualization.
J. Am. Medical Informatics Assoc., 2015

SMART on FHIR Genomics: facilitating standardized clinico-genomic apps.
J. Am. Medical Informatics Assoc., 2015

Predicting hypertension without measurement: A non-invasive, questionnaire-based approach.
Expert Syst. Appl., 2015

Improving PLS-RFE based gene selection for microarray data classification.
Comput. Biol. Medicine, 2015

2014
Modified Anderson-Darling Test-Based Target Detector in Non-Homogenous Environments.
Sensors, 2014

Bayesian Prognostic Model for Genomic Discovery in Bipolar Disorder.
Proceedings of the BIOINFORMATICS 2014, 2014

Incremental wrapper based gene selection with Markov blanket.
Proceedings of the 2014 IEEE International Conference on Bioinformatics and Biomedicine, 2014

Accelerating incremental wrapper based gene selection with K-Nearest-Neighbor.
Proceedings of the 2014 IEEE International Conference on Bioinformatics and Biomedicine, 2014

2013
Brief communication: External phenome analysis enables a rational federated query strategy to detect changing rates of treatment-related complications associated with multiple myeloma.
J. Am. Medical Informatics Assoc., 2013

Automated Synthesis and Visualization of a Chemotherapy Treatment Regimen Network.
Proceedings of the MEDINFO 2013, 2013

Analytic Approaches to Phenotypic Complexity.
Proceedings of the MEDINFO 2013, 2013

Causal discovery based on healthcare information.
Proceedings of the 2013 IEEE International Conference on Bioinformatics and Biomedicine, 2013

Phenometric analysis of electronic health records: a new approach to visualization of high dimensional biomedical information.
Proceedings of the AMIA 2013, 2013

Sharing of Genomic Information: Perspectives from Stakeholders.
Proceedings of the AMIA 2013, 2013

Constructing a Novel Cancer Ontology.
Proceedings of the AMIA 2013, 2013

2012
Reverse engineering biomolecular systems using -omic data: challenges, progress and opportunities.
Briefings Bioinform., 2012

Phenome-Based Analysis as a Means for Discovering Context-Dependent Clinical Reference Ranges.
Proceedings of the AMIA 2012, 2012

2011
Is the reduction of dimensionality to a small number of features always necessary in constructing predictive models for analysis of complex diseases or behaviours?
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2010
Introduction to the special issue on information theory in molecular biology and neuroscience.
IEEE Trans. Inf. Theory, 2010

Mapping transcription mechanisms from multimodal genomic data.
BMC Bioinform., 2010

The challenges of informatics in synthetic biology: from biomolecular networks to artificial organisms.
Briefings Bioinform., 2010

Session Introduction.
Proceedings of the Biocomputing 2010: Proceedings of the Pacific Symposium, 2010

2009
Session Introduction.
Proceedings of the Biocomputing 2009: Proceedings of the Pacific Symposium, 2009

2008
Automated programming for bioinformatics algorithm deployment.
Bioinform., 2008

System-Wide Peripheral Biomarker Discovery Using Information Theory.
Proceedings of the Biocomputing 2008, 2008

An information theoretic framework for genomic data analysis.
Proceedings of the 8th IEEE International Conference on Bioinformatics and Bioengineering, 2008

2007
Erratum to "Bioinformatics and Proteomics: An Engineering Problem Solving-Based Approach".
IEEE Trans. Educ., 2007

Bioinformatics and Proteomics: An Engineering Problem Solving-Based Approach.
IEEE Trans. Educ., 2007

GO PaD: the Gene Ontology Partition Database.
Nucleic Acids Res., 2007

A Systematic Approach to Quantifying Evolutionary Functional Trends Across the Universal Tree of Life.
Proceedings of the 7th IEEE International Conference on Bioinformatics and Bioengineering, 2007

Linking Protein Mass with Function via Organismal Massome Networks.
Proceedings of the 7th IEEE International Conference on Bioinformatics and Bioengineering, 2007

2006
Gene Lethality Detection and Characterization via Topological Analysis of Regulatory Networks.
IEEE Trans. Circuits Syst. I Regul. Pap., 2006

Discovering Biological Guilds through Topological Abstraction.
Proceedings of the AMIA 2006, 2006


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