Michele Donato

Publication Activity (10 Years)

Years Active: 2010-2019
Publications (10 Years): 6

Top Topics

Biological Networks

Systems Biology

Top Venues

IEEE Congress on Evolutionary Computation

Publications

Nafiseh Saberian, Azam Peyvandi-Pour, Michele Donato, Sahar Ansari, Sorin Draghici
A new computational drug repurposing method using established disease-drug pair knowledge. Bioinform. 35 (19) (2019)
Azam Peyvandi-Pour, Nafiseh Saberian, Adib Shafi, Michele Donato, Sorin Draghici
A novel computational approach for drug repurposing using systems biology. Bioinform. 34 (16) (2018)
Sahar Ansari, Calin Voichita, Michele Donato, Rebecca Tagett, Sorin Draghici
A Novel Pathway Analysis Approach Based on the Unexplained Disregulation of Genes. Proc. IEEE 105 (3) (2017)
Diana Diaz, Michele Donato, Tin Nguyen, Sorin Draghici
MicroRNA-Augmented Pathways (mirAP) and Their Applications to Pathway Analysis and Disease Subtyping. PSB (2017)
Sahar Ansari, Michele Donato, Nafiseh Saberian, Sorin Draghici
An approach to infer putative disease-specific mechanisms using neighboring gene networks. Bioinform. 33 (13) (2017)
Tin Chi Nguyen, Rebecca Tagett, Michele Donato, Cristina Mitrea, Sorin Draghici
A novel bi-level meta-analysis approach: applied to biological pathway analysis. Bioinform. 32 (3) (2016)
Adib Shafi, Michele Donato, Sorin Draghici
A systems biology approach for the identification of significantly perturbed genes. BCB (2015)
Calin Voichita, Michele Donato, Sorin Draghici
A genetic algorithms framework for estimating individual gene contributions in signaling pathways. IEEE Congress on Evolutionary Computation (2013)
Maria Rosaria Del Sorbo, Walter Balzano, Michele Donato, Sorin Draghici
Assessing co-regulation of directly linked genes in biological networks using microarray time series analysis. Biosyst. 114 (2) (2013)
Michele Donato, Sorin Draghici, Alin Tomoiaga, Peter Westfall, Zhonghui Xu, Roberto Romero
A method for analysis and correction of cross-talk effects in pathway analysis. IJCNN (2012)
Calin Voichita, Michele Donato, Sorin Draghici
Incorporating Gene Significance in the Impact Analysis of Signaling Pathways. ICMLA (1) (2012)
Luca Beltrame, Enrica Calura, Razvan R. Popovici, Lisa Rizzetto, Damariz Rivero Guedez, Michele Donato, Chiara Romualdi, Sorin Draghici, Duccio Cavalieri
The Biological Connection Markup Language: a SBGN-compliant format for visualization, filtering and analysis of biological pathways. Bioinform. 27 (15) (2011)
Michele Donato, Sorin Draghici
Signaling pathways coupling phenomena. IJCNN (2010)