Michele Donato

According to our database, Michele Donato authored at least 13 papers between 2010 and 2019.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2019

A new computational drug repurposing method using established disease-drug pair knowledge.

Nafiseh Saberian, Azam Peyvandi-Pour, Michele Donato, Sahar Ansari, Sorin Draghici

Bioinform., 2019

2018

A novel computational approach for drug repurposing using systems biology.

Azam Peyvandi-Pour, Nafiseh Saberian, Adib Shafi, Michele Donato, Sorin Draghici

Bioinform., 2018

2017

A Novel Pathway Analysis Approach Based on the Unexplained Disregulation of Genes.

Sahar Ansari, Calin Voichita, Michele Donato, Rebecca Tagett, Sorin Draghici

Proc. IEEE, 2017

An approach to infer putative disease-specific mechanisms using neighboring gene networks.

Sahar Ansari, Michele Donato, Nafiseh Saberian, Sorin Draghici

Bioinform., 2017

MicroRNA-Augmented Pathways (mirAP) and Their Applications to Pathway Analysis and Disease Subtyping.

Diana Diaz, Michele Donato, Tin Nguyen, Sorin Draghici

Proceedings of the Biocomputing 2017: Proceedings of the Pacific Symposium, 2017

2016

A novel bi-level meta-analysis approach: applied to biological pathway analysis.

Tin Chi Nguyen, Rebecca Tagett, Michele Donato, Cristina Mitrea, Sorin Draghici

Bioinform., 2016

2015

A systems biology approach for the identification of significantly perturbed genes.

Adib Shafi, Michele Donato, Sorin Draghici

Proceedings of the 6th ACM Conference on Bioinformatics, 2015

2013

Assessing co-regulation of directly linked genes in biological networks using microarray time series analysis.

Maria Rosaria Del Sorbo, Walter Balzano, Michele Donato, Sorin Draghici

Biosyst., 2013

A genetic algorithms framework for estimating individual gene contributions in signaling pathways.

Calin Voichita, Michele Donato, Sorin Draghici

Proceedings of the IEEE Congress on Evolutionary Computation, 2013

2012

A method for analysis and correction of cross-talk effects in pathway analysis.

Michele Donato, Sorin Draghici, Alin Tomoiaga, Peter Westfall, Zhonghui Xu, Roberto Romero

Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

Incorporating Gene Significance in the Impact Analysis of Signaling Pathways.

Calin Voichita, Michele Donato, Sorin Draghici

Proceedings of the 11th International Conference on Machine Learning and Applications, 2012

2011

The Biological Connection Markup Language: a SBGN-compliant format for visualization, filtering and analysis of biological pathways.

Luca Beltrame, Enrica Calura, Razvan R. Popovici, Lisa Rizzetto, Damariz Rivero Guedez, Michele Donato, Chiara Romualdi, Sorin Draghici, Duccio Cavalieri

Bioinform., 2011

2010

Signaling pathways coupling phenomena.

Michele Donato, Sorin Draghici

Proceedings of the International Joint Conference on Neural Networks, 2010