Sorin Draghici
Orcid: 0000-0002-0786-8377
According to our database1,
Sorin Draghici
authored at least 73 papers
between 1996 and 2021.
Collaborative distances:
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Bibliography
2021
CPA: a web-based platform for consensus pathway analysis and interactive visualization.
Nucleic Acids Res., 2021
COVID-19: disease pathways and gene expression changes predict methylprednisolone can improve outcome in severe cases.
Bioinform., 2021
2020
GSMA: an approach to identify robust global and test Gene Signatures using Meta-Analysis.
Bioinform., 2020
Proceedings of the Pacific Symposium on Biocomputing 2020, 2020
2019
A new computational drug repurposing method using established disease-drug pair knowledge.
Bioinform., 2019
Bioinform., 2019
2018
Bioinform., 2018
Bioinform., 2018
A survey of the approaches for identifying differential methylation using bisulfite sequencing data.
Briefings Bioinform., 2018
Proceedings of the 2018 ACM International Conference on Bioinformatics, 2018
2017
DANUBE: Data-Driven Meta-ANalysis Using UnBiased Empirical Distributions - Applied to Biological Pathway Analysis.
Proc. IEEE, 2017
Proc. IEEE, 2017
An approach to infer putative disease-specific mechanisms using neighboring gene networks.
Bioinform., 2017
MicroRNA-Augmented Pathways (mirAP) and Their Applications to Pathway Analysis and Disease Subtyping.
Proceedings of the Biocomputing 2017: Proceedings of the Pacific Symposium, 2017
2016
Bioinform., 2016
Proceedings of the Machine Learning, Optimization, and Big Data, 2016
Proceedings of the 7th ACM International Conference on Bioinformatics, 2016
2015
Proceedings of the 6th ACM Conference on Bioinformatics, 2015
2014
The International Society of Computational Biology presents: the Great Lakes Bioinformatics Conference, May 16-18, 2014, Cincinnati, Ohio.
Bioinform., 2014
Modeling time-dependent transcription effects of HER2 oncogene and discovery of a role for E2F2 in breast cancer cell-matrix adhesion.
Bioinform., 2014
2013
Distilled Single Cell Genome Sequencing and De Novo Assembly for Sparse Microbial Communities
CoRR, 2013
Comput. Intell., 2013
Assessing co-regulation of directly linked genes in biological networks using microarray time series analysis.
Biosyst., 2013
Distilled single-cell genome sequencing and <i>de novo</i> assembly for sparse microbial communities.
Bioinform., 2013
A genetic algorithms framework for estimating individual gene contributions in signaling pathways.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013
2012
Detecting Phenotype-Specific Interactions between Biological Processes from Microarray Data and Annotations.
IEEE ACM Trans. Comput. Biol. Bioinform., 2012
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012
Proceedings of the 11th International Conference on Machine Learning and Applications, 2012
Proceedings of the 2012 IEEE International Conference on Bioinformatics and Biomedicine, 2012
2011
The Biological Connection Markup Language: a SBGN-compliant format for visualization, filtering and analysis of biological pathways.
Bioinform., 2011
2010
IEEE ACM Trans. Comput. Biol. Bioinform., 2010
Proceedings of the International Joint Conference on Neural Networks, 2010
2009
2008
KUTE-BASE: storing, downloading and exporting MIAME-compliant microarray experiments in minutes rather than hours.
Bioinform., 2008
Identifying uncertainty regions in Support Vector Machines using geometric margin and convex hulls.
Proceedings of the International Joint Conference on Neural Networks, 2008
2007
Proceedings of the 2007 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2007
Proceedings of the Progress in Pattern Recognition, 2007
2006
Nucleic Acids Res., 2006
Babel's tower revisited: a universal resource for cross-referencing across annotation databases.
Bioinform., 2006
2005
Application of an objective method for localizing bilateral cortical FDG PET abnormalities to guide the resection of epileptic foci.
IEEE Trans. Biomed. Eng., 2005
Ontological analysis of gene expression data: current tools, limitations, and open problems.
Bioinform., 2005
Identification of Genomic Signatures for the Design of Assays for the Detection and Monitoring of Anthrax Threats.
Proceedings of the Biocomputing 2005, 2005
A Novel Bioinformatics Technique for Predicting Condition-specific Transcription Factor Binding Sites.
Proceedings of the 2005 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2005
2004
Onto-Tools: an ensemble of web-accessible, ontology-based tools for the functional design and interpretation of high-throughput gene expression experiments.
Nucleic Acids Res., 2004
Multim. Tools Appl., 2004
Accuracy of cDNA microarray methods to detect small gene expression changes induced by neuregulin on breast epithelial cells.
BMC Bioinform., 2004
2003
Onto-Tools, the toolkit of the modern biologist: Onto-Express, Onto-Compare, Onto-Design and Onto-Translate.
Nucleic Acids Res., 2003
Noise Sampling Method: An ANOVA Approach Allowing Robust Selection of Differentially Regulated Genes Measured by DNA Microarrays.
Bioinform., 2003
Cancer Prediction by Protein Microarray Profiling.
Proceedings of the IASTED International Conference on Neural Networks and Computational Intelligence, 2003
A Back Propagation Neural Network for Localizing Abnormal Cortical Regions in FDG PET Images in Epileptic Children.
Proceedings of the Artificial Neural Nets Problem Solving Methods, 2003
2002
Neural Networks, 2002
Neural Networks, 2002
Proceedings of the 7th Pacific Symposium on Biocomputing, 2002
2001
Neural Networks, 2001
2000
Int. J. Neural Syst., 2000
Correlation of HIV protease structure with Indinavir resistance: a data mining and neural networks approach.
Proceedings of the Data Mining and Knowledge Discovery: Theory, 2000
1999
Neural Process. Lett., 1999
On the Computational Power of Limited Precision Weights Neutral Networks in Classification Problems: How to Calculate the Weight Range so that a Solution Will Exist.
Proceedings of the Foundations and Tools for Neural Modeling, 1999
Proceedings of the International Joint Conference Neural Networks, 1999
Some new results on the capabilities of integer weights neural networks in classification problems.
Proceedings of the International Joint Conference Neural Networks, 1999
1998
Proceedings of the Advances in Artificial Intelligence, 1998
1997
Int. J. Neural Syst., 1997
Proceedings of the 4th Brazilian Symposium on Neural Networks, 1997
On the Possibilities of the Limited Precision Weights Neural Networks in Classification Problems.
Proceedings of the Biological and Artificial Computation: From Neuroscience to Technology, 1997
1996
Using constraints to improve generalisation and training of feedforward neural networks: constraint based decomposition and complex backpropagation.
PhD thesis, 1996
Proceedings of International Conference on Neural Networks (ICNN'96), 1996