Using PROTEUS for Modeling Data Mining Analysis of Proteomics Experiments on the Grid. - Mario Cannataro; Pietro Hiram Guzzi; Tommaso Mazza; Pierangelo Veltri (OTM Workshops, 2004)

Mass Spectrometry Data Analysis for Early Detection of Inherited Breast Cancer. - Francesco Baudi; Mario Cannataro; Rita Casadonte; Francesco Costanzo; Giovanni Cuda; Maria Concetta Faniello; Marco Gaspari; Pietro Hiram Guzzi; Tommaso Mazza; Barbara Quaresima; Pierosandro Tagliaferri; Giuseppe Tradigo; et al. (WIRN, 2004)

Preprocessing of Mass Spectrometry Proteomics Data on the Grid. - Mario Cannataro; Pietro Hiram Guzzi; Tommaso Mazza; Giuseppe Tradigo; Pierangelo Veltri (CBMS, 2005)

Using Ontologies in PROTEUS for Modeling Proteomics Data Mining Applications. - Mario Cannataro; Pietro Hiram Guzzi; Tommaso Mazza; Giuseppe Tradigo; Pierangelo Veltri (HealthGrid, 2005)

Algorithms and Databases in Bioinformatics: Towards a Proteomic Ontology. - Mario Cannataro; Pietro Hiram Guzzi; Tommaso Mazza; Giuseppe Tradigo; Pierangelo Veltri (ITCC (1), 2005)

MS-Analyzer: Intelligent Preprocessing, Management, and Data Mining Analysis of Mass Spectrometry Data on the Grid. - Mario Cannataro; Pietro Hiram Guzzi; Tommaso Mazza; Pierangelo Veltri (SKG, 2005)

Distributed Management of Ontologies on the Grid. - Mario Cannataro; Pietro Hiram Guzzi; Tommaso Mazza; Pierangelo Veltri (WETICE, 2005)

On the Preprocessing of Mass Spectrometry Proteomics Data. - Mario Cannataro; Pietro Hiram Guzzi; Tommaso Mazza; Giuseppe Tradigo; Pierangelo Veltri (WIRN/NAIS, 2005)

Analysis and Classification of Proteomics Data, a Case Study. - Pietro Hiram Guzzi; Mario Cannataro; Marco Gaspari; Tommaso Mazza; Barbara Quaresima; Pierangelo Veltri; Francesco Saverio Costanzo (CBMS, 2006)

Mitotic Oscillators as MP Graphs. - Giuditta Franco; Pietro Hiram Guzzi; Vincenzo Manca; Tommaso Mazza (Workshop on Membrane Computing, 2006)

Managing ontologies for Grid computing. - Mario Cannataro; Pietro Hiram Guzzi; Tommaso Mazza; Giuseppe Tradigo; Pierangelo Veltri (Multiagent Grid Syst., 2006)

Using ontologies for preprocessing and mining spectra data on the Grid. - Mario Cannataro; Pietro Hiram Guzzi; Tommaso Mazza; Giuseppe Tradigo; Pierangelo Veltri (Future Gener. Comput. Syst., 2007)

myMCL: A Web Portal for Protein Complexes Prediction. - Mario Cannataro; Pietro Hiram Guzzi; Pierangelo Veltri (CBMS, 2008)

An Extension of the TIGR M4 Suite to Preprocess and Visualize Affymetrix Binary Files. - Mario Cannataro; Maria Teresa Di Martino; Pietro Hiram Guzzi; Pierosandro Tagliaferri; Pierfrancesco Tassone; Giuseppe Tradigo; Pierangelo Veltri (CIBB, 2008)

A Grid-based Protein Complex Predictor. - Mario Cannataro; Pietro Hiram Guzzi; Pierangelo Veltri (HealthGrid, 2008)

IMPRECO: A Tool for Improving the Prediction of Protein Complexes. - Mario Cannataro; Pietro Hiram Guzzi; Pierangelo Veltri (ICCS (3), 2008)

Scalable biomedical and bioinformatics applications. - Mario Cannataro; Pietro Hiram Guzzi; Giuseppe Tradigo; Pierangelo Veltri (Infoscale, 2008)

A Tool for the Semiautomatic Acquisition of the Morphological Data of Blood Vessel Networks. - Mario Cannataro; Pietro Hiram Guzzi; Giuseppe Tradigo; Pierangelo Veltri (ISPA, 2008)

GridSnake: A Grid-based implementation of the Snake segmentation algorithm. - Mario Cannataro; Pietro Hiram Guzzi; Marcelo Lobosco; Rodrigo Weber dos Santos (CBMS, 2009)

Using ontologies for annotating and retrieving protein-protein interactions data. - Mario Cannataro; Pietro Hiram Guzzi; Pierangelo Veltri (CBMS, 2009)

Using ontologies for querying and analysing protein-protein interaction data. - Pietro Hiram Guzzi; Mario Cannataro (SWAT4LS, 2009)

Using RDF for managing protein-protein interaction data. - Mario Cannataro; Pietro Hiram Guzzi; Pierangelo Veltri (BCB, 2010)

Experimental comparison of biclustering algorithms for PPI networks. - Vera Tomaino; Pietro Hiram Guzzi; Mario Cannataro; Pierangelo Veltri (BCB, 2010)

Management and Analysis of Protein-to-Protein Interaction Data. - Mario Cannataro; Pietro Hiram Guzzi (CIBB, 2010)

Parallel Pre-processing of Affymetrix Microarray Data. - Pietro Hiram Guzzi; Mario Cannataro (Euro-Par Workshops, 2010)

Geomedica: a web portal for managing and querying clinical and biological data (Demo Paper). - Giuseppe Tradigo; Mario Cannataro; Pietro Hiram Guzzi; Pierangelo Veltri (SEBD, 2010)

mu-CS: An extension of the TM4 platform to manage Affymetrix binary data. - Pietro Hiram Guzzi; Mario Cannataro (BMC Bioinform., 2010)

Protein-to-protein interactions: Technologies, databases, and algorithms. - Mario Cannataro; Pietro Hiram Guzzi; Pierangelo Veltri (ACM Comput. Surv., 2010)

IMPRECO: Distributed prediction of protein complexes. - Mario Cannataro; Pietro Hiram Guzzi; Pierangelo Veltri (Future Gener. Comput. Syst., 2010)

Using ontologies for querying and analysing protein-protein interaction data. - Mario Cannataro; Pietro Hiram Guzzi; Pierangelo Veltri (ICCS, 2010)

Experimental evaluation of OntoPIN: an ontology-annotated PPI database. - Pietro Hiram Guzzi; Pierangelo Veltri; Mario Cannataro (BCB, 2011)

Using semantic similarity to detect features in yeast protein complexes. - Pietro Hiram Guzzi; Marianna Milano; Pierangelo Veltri; Mario Cannataro (BIBM Workshops, 2011)

VeNet: A framework for the analysis of protein interaction networks through vector space embedding. - Pietro Hiram Guzzi; Pierangelo Veltri; Mario Cannataro (BIBM Workshops, 2011)

Challenges in microarray data management and analysis. - Pietro Hiram Guzzi; Mario Cannataro (CBMS, 2011)

Distributed Management and Analysis of Omics Data. - Mario Cannataro; Pietro Hiram Guzzi (Euro-Par Workshops (2), 2011)

A System for the Analysis of Snore Signals. - Barbara Calabrese; Franco Pucci; Miriam Sturniolo; Pietro Hiram Guzzi; Pierangelo Veltri; Antonio Gambardella; Mario Cannataro (ICCS, 2011)

Automatic summarisation and annotation of microarray data. - Pietro Hiram Guzzi; Maria Teresa Di Martino; Giuseppe Tradigo; Pierangelo Veltri; Pierfrancesco Tassone; Pierosandro Tagliaferri; Mario Cannataro (Soft Comput., 2011)

Unraveling multiple miRNA-mRNA associations through a graph-based approach. - Pietro Hiram Guzzi; Pierangelo Veltri; Mario Cannataro (BCB, 2012)

AlignMCL: Comparative analysis of protein interaction networks through Markov clustering. - Marco Mina; Pietro Hiram Guzzi (BIBM Workshops, 2012)

CytoMCL: A Cytoscape plugin for fast clustering of protein interaction networks. - Pietro Hiram Guzzi; Mario Cannataro (CBMS, 2012)

SySQ: A Web-based system for survey and questionnaire management in medicine. - Alessia Sarica; Pietro Hiram Guzzi; Domenico Flotta; Carmelo G. A. Nobile; Mario Cannataro (CBMS, 2012)

audioEPR: A specialized electronic patient records for the semi-automatic management of clinical data in audiology. - Salvatore Scaramuzzino; Pietro Hiram Guzzi; Claudio Petrolo; Giuseppe Chiarella; Pierangelo Veltri; Mario Cannataro (CBMS, 2012)

Health risk assessment of zoonotic infections agents through plant products in areas with high livestock pressure. - Giuseppe Tradigo; Mario Cannataro; Pietro Hiram Guzzi; Francesco Casalinuovo; Pierangelo Veltri; Caterina Graziani (HealthGIS, 2012)

Toward a Semantic Framework for the Querying, Mining and Visualization of Cancer Microenvironment Data. - Michelangelo Ceci; Fabio Fumarola; Pietro Hiram Guzzi; Federica Mandreoli; Riccardo Martoglia; Elio Masciari; Massimo Mecella; Wilma Penzo (ITBAM, 2012)

A Framework for Biological Data Normalization, Interoperability, and Mining for Cancer Microenvironment Analysis. - Michelangelo Ceci; Mauro Coluccia; Fabio Fumarola; Pietro Hiram Guzzi; Federica Mandreoli; Riccardo Martoglia; Elio Masciari; Massimo Mecella; Wilma Penzo (SEBD, 2012)

Semantic similarity analysis of protein data: assessment with biological features and issues. - Pietro Hiram Guzzi; Marco Mina; Concettina Guerra; Mario Cannataro (Briefings Bioinform., 2012)

DMET-Analyzer: automatic analysis of Affymetrix DMET Data. - Pietro Hiram Guzzi; Giuseppe Agapito; Maria Teresa Di Martino; Mariamena Arbitrio; Pierfrancesco Tassone; Pierosandro Tagliaferri; Mario Cannataro (BMC Bioinform., 2012)

On the choice of centralized vs decentralized systems for EPR in hospitals. - Mario Cannataro; Pietro Hiram Guzzi; Giuseppe Tradigo; Pierangelo Veltri (SIGHIT Rec., 2012)

The IS-BioBank project: a framework for biological data normalization, interoperability, and mining for cancer microenvironment analysis. - Michelangelo Ceci; Pietro Hiram Guzzi; Elio Masciari; Mauro Coluccia; Federica Mandreoli; Massimo Mecella; Fabio Fumarola; Riccardo Martoglia; Wilma Penzo (SIGHIT Rec., 2012)

Cloud4SNP: Distributed Analysis of SNP Microarray Data on the Cloud. - Giuseppe Agapito; Mario Cannataro; Pietro Hiram Guzzi; Fabrizio Marozzo; Domenico Talia; Paolo Trunfio (BCB, 2013)

Modularity and community detection in Semantic Similarity Networks trough Spectral Based Transformation and Markov Clustering. - Pietro Hiram Guzzi; Marco Mina; Concettina Guerra; Mario Cannataro (BCB, 2013)

Modularity and community detection in Semantic Similarity Networks trough Spectral Based Transformation and Markov Clustering. - Pietro Hiram Guzzi; Simone Truglia; Marianna Milano; Pierangelo Veltri; Mario Cannataro (BCB, 2013)

Using open data in health care and tourism. - Mario Cannataro; Pietro Hiram Guzzi; Pierangelo Veltri (BIBM, 2013)

Application of different classification techniques on brain morphological data. - Alessia Sarica; Claudia Critelli; Pietro Hiram Guzzi; Antonio Cerasa; Aldo Quattrone; Mario Cannataro (CBMS, 2013)

Thresholding of Semantic Similarity Networks Using a Spectral Graph-Based Technique. - Pietro Hiram Guzzi; Pierangelo Veltri; Mario Cannataro (NFMCP, 2013)

Studying miRNA-mRNA associations by using graphs. - Pietro Hiram Guzzi; Giuseppe Tradigo; Pierangelo Veltri; Mario Cannataro (SEBD, 2013)

Semantic Analysis of Proteomics Data. - Marco Mina; Pietro Hiram Guzzi (SEBD, 2013)

Visualization of protein interaction networks: problems and solutions. - Giuseppe Agapito; Pietro Hiram Guzzi; Mario Cannataro (BMC Bioinform., 2013)

Micro-Analyzer: Automatic preprocessing of Affymetrix microarray data. - Pietro Hiram Guzzi; Mario Cannataro (Comput. Methods Programs Biomed., 2013)

Data mining and life sciences applications on the grid. - Mario Cannataro; Pietro Hiram Guzzi; Alessia Sarica (WIREs Data Mining Knowl. Discov., 2013)

A taxonomy for bioinformatics tools: exploiting semantics, parallelism, and services for analyzing omics data. - Mario Cannataro; Pietro Hiram Guzzi (BCB, 2014)

A web-based tool to analyze semantic similarity networks. - Marianna Milano; Pietro Hiram Guzzi; Pierangelo Veltri; Mario Cannataro (BCB, 2014)

Improving annotation quality in gene ontology by mining cross-ontology weighted association rules. - Giuseppe Agapito; Marianna Milano; Pietro Hiram Guzzi; Mario Cannataro (BIBM, 2014)

DMET-miner: Efficient learning of association rules from genotyping data for personalized medicine. - Pietro Hiram Guzzi; Giuseppe Agapito; Maria Teresa Di Martino; Mariamena Arbitrio; Pierfrancesco Tassone; Pierosandro Tagliaferri; Mario Cannataro (BIBM, 2014)

Biases in information content measurement of gene ontology terms. - Marianna Milano; Giuseppe Agapito; Pietro Hiram Guzzi; Mario Cannataro (BIBM, 2014)

GO-WAR: A Tool for Mining Weighted Association Rules from Gene Ontology Annotations. - Giuseppe Agapito; Mario Cannataro; Pietro Hiram Guzzi; Marianna Milano (CIBB, 2014)

A system for geoanalysis of clinical and geographical data. - Giovanni Canino; Pietro Hiram Guzzi; Giuseppe Tradigo; Aidong Zhang; Pierangelo Veltri (HealthGIS, 2014)

Profiling basic health information of tourists: towards a recommendation system for the adaptive delivery of medical certified nutrition contents. - Giuseppe Agapito; Barbara Calabrese; Ilaria Care; Daniela Falcone; Pietro Hiram Guzzi; Nicola Ielpo; Theodora Lamprinoudi; Marianna Milano; Mariadelina Simeoni; Mario Cannataro (HPCS, 2014)

Mining Association Rules from Gene Ontology and Protein Networks: Promises and Challenges. - Pietro Hiram Guzzi; Marianna Milano; Mario Cannataro (ICCS, 2014)

Relating Clinical Diagnosis and Biological Analytes via EMRs Clustering. - Giovanni Canino; Mario Cannataro; Pietro Hiram Guzzi; Giuseppe Tradigo; Pierangelo Veltri (ICHI, 2014)

A Discussion on the Biological Relevance of Clustering Results. - Pietro Hiram Guzzi; Elio Masciari; Giuseppe Massimiliano Mazzeo; Carlo Zaniolo (ITBAM, 2014)

Geoanalysis of Clinical Diagnoses and Biological Analytes Data. - Giovanni Canino; Mario Cannataro; Pietro Hiram Guzzi; Giuseppe Tradigo; Pierangelo Veltri (SEBD, 2014)

coreSNP: Parallel Processing of Microarray Data. - Pietro Hiram Guzzi; Giuseppe Agapito; Mario Cannataro (IEEE Trans. Computers, 2014)

Improving the Robustness of Local Network Alignment: Design and Extensive Assessmentof a Markov Clustering-Based Approach. - Marco Mina; Pietro Hiram Guzzi (IEEE ACM Trans. Comput. Biol. Bioinform., 2014)

Efficient learning of association rules from human phenotype ontology. - Giuseppe Agapito; Marianna Milano; Pietro Hiram Guzzi; Mario Cannataro (BCB, 2015)

Towards the assessment of GRN algorithms based on (disease) ontology. - Pietro Hiram Guzzi; Marianna Milano; Swarup Roy (BCB, 2015)

Overall Survival Analyzer: A software tool to analyze genotyping and clinical data enriched with temporal events. - Giuseppe Agapito; Pietro Hiram Guzzi; C. Botta; Mariamena Arbitrio; Pierfrancesco Tassone; Pierosandro Tagliaferri; Mario Cannataro (BIBM, 2015)

MODULA: A network module based local protein interaction network alignment method. - Pietro Hiram Guzzi; Pierangelo Veltri; Swarup Roy; Jugal K. Kalita (BIBM, 2015)

ICT Solutions for Health Education Model. - Domenico Mirarchi; Patrizia Vizza; Mario Cannataro; Pietro Hiram Guzzi; Giuseppe Tradigo; Pierangelo Veltri (CBMS, 2015)

LiSE: A Personal Booklet for Health Care Annotation. - Manuela Macrí; Marco Antonio Mastratisi; Domenico Mirarchi; Erika De Francesco; Luigi Granata; Giuseppe Tradigo; Pietro Hiram Guzzi; Pierangelo Veltri (ICHI, 2015)

GIS for the analysis and monitoring of environmental issues related to life quality. - Giuseppe Tradigo; Carmine Pagliaro; Giovanni Canino; Pietro Hiram Guzzi; Pierangelo Veltri (SEBD, 2015)

Using GO-WAR for mining cross-ontology weighted association rules. - Giuseppe Agapito; Mario Cannataro; Pietro Hiram Guzzi; Marianna Milano (Comput. Methods Programs Biomed., 2015)

Analysis of miRNA, mRNA, and TF interactions through network-based methods. - Pietro Hiram Guzzi; Maria Teresa Di Martino; Pierosandro Tagliaferri; Pierfrancesco Tassone; Mario Cannataro (EURASIP J. Bioinform. Syst. Biol., 2015)

DMET-Miner: Efficient discovery of association rules from pharmacogenomic data. - Giuseppe Agapito; Pietro Hiram Guzzi; Mario Cannataro (J. Biomed. Informatics, 2015)

GoD: An R-package based on ontologies for prioritization of genes with respect to diseases. - Mario Cannataro; Pietro Hiram Guzzi; Marianna Milano (J. Comput. Sci., 2015)

Using SSN-Analyzer for analysis of semantic similarity networks. - Pietro Hiram Guzzi; Marianna Milano; Pierangelo Veltri; Mario Cannataro (Netw. Model. Anal. Health Informatics Bioinform., 2015)

Feature Selection Model for Diagnosis, Electronic Medical Records and Geographical Data Correlation. - Giovanni Canino; Qiuling Suo; Pietro Hiram Guzzi; Giuseppe Tradigo; Aidong Zhang; Pierangelo Veltri (BCB, 2016)

Using Network Alignment for Analysis of Connectomes: Experiences from a Clinical Dataset. - Marianna Milano; Olga Tymofiyeva; Duan Xu; Christopher Paul Hess; Mario Cannataro; Pietro Hiram Guzzi (BCB, 2016)

GLAlign: Using global graph alignment to improve local graph alignment. - Marianna Milano; Mario Cannataro; Pietro Hiram Guzzi (BIBM, 2016)

GIDAC: A prototype for bioimages annotation and clinical data integration. - Patrizia Vizza; Pietro Hiram Guzzi; Pierangelo Veltri; Giuseppe Lucio Cascini; Rosario Curia; Loredana Sisca (BIBM, 2016)

Experiences on quantitative cardiac PET analysis. - Patrizia Vizza; Pietro Hiram Guzzi; Pierangelo Veltri; Annalisa Papa; Giuseppe Lucio Cascini; Giorgio Sesti; Elena Succurro (BIBM, 2016)

Geoblood: A Web Based Tool for Geo-analysis of Biological Data. - Giovanni Canino; Mariagrazia Scarpino; Francesca Cristiano; Domenico Mirarchi; Giuseppe Tradigo; Pietro Hiram Guzzi; Giovanni Cuda; Pierangelo Veltri (EUSPN/ICTH, 2016)

Computational Methods for Detecting Functional Modules from Gene Regulatory Network. - Hazel Nicolette Manners; Monica Jha; Pietro H. Guzzi; Pierangelo Veltri; Swarup Roy (ICTCS, 2016)

Computational challenges for sentiment analysis in life sciences. - F. Ciullo; Chiara Zucco; Barbara Calabrese; Giuseppe Agapito; Pietro Hiram Guzzi; Mario Cannataro (HPCS, 2016)

Patient wellness: geoanalysis of biological and environmental data. - Giovanni Canino; Pietro Hiram Guzzi; Mariagrazia Scarpino; Giuseppe Tradigo; Pierangelo Veltri (SEBD, 2016)

Efficient Data Mining Analysis of Genomics and Clinical Data for Pharmacogenomics Applications. - Giuseppe Agapito; Pietro Hiram Guzzi; Mario Cannataro (WILF, 2016)

DIETOS: A recommender system for adaptive diet monitoring and personalized food suggestion. - Giuseppe Agapito; Barbara Calabrese; Pietro Hiram Guzzi; Mario Cannataro; Mariadelina Simeoni; Ilaria Care; Theodora Lamprinoudi; Giorgio Fuiano; Arturo Pujia (WiMob, 2016)

Methodologies and experimental platforms for generating and analysing microarray and mass spectrometry-based omics data to support P4 medicine. - Pietro Hiram Guzzi; Giuseppe Agapito; Marianna Milano; Mario Cannataro (Briefings Bioinform., 2016)

Extracting Cross-Ontology Weighted Association Rules from Gene Ontology Annotations. - Giuseppe Agapito; Marianna Milano; Pietro Hiram Guzzi; Mario Cannataro (IEEE ACM Trans. Comput. Biol. Bioinform., 2016)

Guest Editorial for Special Section on Semantic-Based Approaches for Analysis of Biological Data. - Pietro Hiram Guzzi; Marco Mina (IEEE ACM Trans. Comput. Biol. Bioinform., 2016)

A New ICT Based Model for Wellness and Health Care. - Domenico Mirarchi; Patrizia Vizza; Eugenio Vocaturo; Pietro Hiram Guzzi; Pierangelo Veltri (Advances in Neural Networks, 2016)

Using GenotypeAnalytics to Analyze Pharmacogenomic Datasets. - Giuseppe Agapito; Pietro Hiram Guzzi; Mario Cannataro (BCB, 2017)

Network based algorithms for module extraction from RNASeq data: A quantitative assessment. - Monica Jha; Pierangelo Veltri; Pietro Hiram Guzzi; Swarup Roy (BIBM, 2017)

Performing local network alignment by ensembling global aligners. - Hazel N. Manners; Ahed Elmsallati; Pietro Hiram Guzzi; Swarup Roy; Jugal K. Kalita (BIBM, 2017)

Using Graphs to Relate Patient's Clinical and Geographical Data. - Pietro Hiram Guzzi; Mario Cannataro; Pierangelo Veltri (FNC/MobiSPC, 2017)

Using Multi Network Alignment for Analysis of Connectomes. - Marianna Milano; Pietro Hiram Guzzi; Mario Cannataro (ICCS, 2017)

High Performance Analysis of Omics Data: Experiences at University Magna Graecia of Catanzaro. - Giuseppe Agapito; Pietro Hiram Guzzi; Mario Cannataro (HPCS, 2017)

Parallel and Cloud-Based Analysis of Omics Data: Modelling and Simulation in Medicine. - Giuseppe Agapito; Barbara Calabrese; Pietro Hiram Guzzi; Gionata Fragomeni; Giuseppe Tradigo; Pierangelo Veltri; Mario Cannataro (PDP, 2017)

Learning Association Rules for Pharmacogenomic Studies. - Giuseppe Agapito; Pietro Hiram Guzzi; Mario Cannataro (NFMCP@PKDD/ECML, 2017)

DIETOS: A Recommender System for Health Profiling and Diet Management in Chronic Diseases. - Giuseppe Agapito; Mariadelina Simeoni; Barbara Calabrese; Pietro Hiram Guzzi; Giorgio Fuiano; Mario Cannataro (HealthRecSys@RecSys, 2017)

A Novel Algorithm for Local Alignment of Protein Interaction Networks: MODULA. - Pietro Hiram Guzzi; Pierangelo Veltri; Swarup Roy; Jugal Kalita (SEBD, 2017)

A cloud based framework for Emergency Management: experiences in Calabria Region. - Giuseppe Tradigo; Rocco Picarelli; Luciano Caroprese; Paolo Cappadone; Ester Zumpano; Andrea Tagarelli; Angelo Furfaro; Carlo Tansi; Pierangelo Veltri; Pietro Hiram Guzzi (SEBD, 2017)

Parallel and Distributed Analysis of Microarray Data. - Giuseppe Agapito; Pietro Hiram Guzzi; Mario Cannataro (TopHPC, 2017)

An extensive assessment of network alignment algorithms for comparison of brain connectomes. - Marianna Milano; Pietro Hiram Guzzi; Olga Tymofiyeva; Duan Xu; Christopher Paul Hess; Pierangelo Veltri; Mario Cannataro (BMC Bioinform., 2017)

GenotypeAnalytics: a RESTFul platform to mine multiple associations between SNPs and drug response in case-control studies. - Giuseppe Agapito; Pietro Hiram Guzzi; Mario Cannataro (PeerJ Prepr., 2017)

On the Analysis of Diseases and Their Related Geographical Data. - Giovanni Canino; Pietro Hiram Guzzi; Giuseppe Tradigo; Aidong Zhang; Pierangelo Veltri (IEEE J. Biomed. Health Informatics, 2017)

Database Community and Health Related Data: Experiences Through the Last Decade. - Pietro Hiram Guzzi; Giuseppe Tradigo; Pierangelo Veltri (A Comprehensive Guide Through the Italian Database Research, 2018)

HetNetAligner: A Novel Algorithm for Local Alignment of Heterogeneous Biological Networks. - Marianna Milano; Pietro Hiram Guzzi; Mario Cannataro (BCB, 2018)

A Voice-Aware System for Vocal Wellness. - Giuseppe Tradigo; Patrizia Vizza; Pasquale Lambardi; Pietro Hiram Guzzi; Aldo Quattrone; Pierangelo Veltri (BCB, 2018)

S4S: RESTful Services to Collect, Integrate and Analyze SNPs and Clinical Data on the Web. - Giuseppe Agapito; Pietro Hiram Guzzi; Mario Cannataro (BIBM, 2018)

INTEGRO: an algorithm for data-integration and disease-gene association. - Pietro Cinaglia; Pietro Hiram Guzzi; Pierangelo Veltri (BIBM, 2018)

Chemical Characterization of Interacting Genes in Few Subnetworks of Alzheimer's Disease. - Antara Sengupta; Pabitra Pal Choudhury; Hazel Nicolette Manners; Pietro Hiram Guzzi; Swarup Roy (BIBM, 2018)

Tracking agricultural products for wellness care. - Patrizia Vizza; Giuseppe Tradigo; Pierangelo Veltri; Pasquale Lambardi; Claudia Garofalo; Fulvia Michela Caligiuri; Gianmichele Caligiuri; Pietro Hiram Guzzi (BIBM, 2018)

Towards Heterogeneous Network Alignment: Design and Implementation of a Large-Scale Data Processing Framework. - Marianna Milano; Pierangelo Veltri; Mario Cannataro; Pietro Hiram Guzzi (Euro-Par Workshops, 2018)

On Blood Viscosity and Its Correlation with Biological Parameters. - Patrizia Vizza; Giuseppe Tradigo; Marianna Parrilla; Pietro Hiram Guzzi; Agostino Gnasso; Pierangelo Veltri (ICCS (2), 2018)

VOTA - A Vocal Tract and Training Analysis Tool. - Giuseppe Tradigo; Patrizia Vizza; Pasquale Lambardi; Silvio Cosoleto; Pietro Hiram Guzzi; Mario Cannataro; Aldo Quattrone; Pierangelo Veltri (ICHI, 2018)

Survey of local and global biological network alignment: the need to reconcile the two sides of the same coin. - Pietro Hiram Guzzi; Tijana Milenkovic (Briefings Bioinform., 2018)

DIETOS: A dietary recommender system for chronic diseases monitoring and management. - Giuseppe Agapito; Mariadelina Simeoni; Barbara Calabrese; Ilaria Care; Theodora Lamprinoudi; Pietro Hiram Guzzi; Arturo Pujia; Giorgio Fuiano; Mario Cannataro (Comput. Methods Programs Biomed., 2018)

HetNetAligner: Design and Implementation of an algorithm for heterogeneous network alignment on Apache Spark. - Pietro Hiram Guzzi; Marianna Milano; Pierangelo Veltri; Mario Cannataro (CoRR, 2018)

An experimental study of information content measurement of gene ontology terms. - Marianna Milano; Giuseppe Agapito; Pietro Hiram Guzzi; Mario Cannataro (Int. J. Mach. Learn. Cybern., 2018)

A pipeline for mining association rules from large datasets of retailers invoices. - Giuseppe Agapito; Barbara Calabrese; Pietro Hiram Guzzi; Mario Cannataro (APPIS, 2019)

Towards Local Alignment of Multiple Networks: Multi-GLAlign. - Marianna Milano; Pietro Hiram Guzzi; Mario Cannataro (BCB, 2019)

Association Rule Mining from large datasets of clinical invoices document. - Giuseppe Agapito; Barbara Calabrese; Pietro Hiram Guzzi; Sabrina Graziano; Mario Cannataro (BIBM, 2019)

Pathway Analysis for SNP microarray data. - Giuseppe Agapito; Pietro Hiram Guzzi; Mario Cannataro (BIBM, 2019)

Mining Association Rules From Disease Ontology. - Giuseppe Agapito; Marianna Milano; Pietro Hiram Guzzi; Mario Cannataro (BIBM, 2019)

A geographical patients based health information system. - Giuseppe Tradigo; Patrizia Vizza; Giuseppe Brescia; Pietro Hiram Guzzi; Pierangelo Veltri (BIBM, 2019)

SISTABENE: an information system for the traceability of agricultural food production. - Giuseppe Tradigo; Patrizia Vizza; Pierangelo Veltri; Pasquale Lambardi; Fulvia Michela Caligiuri; Gianmichele Caligiuri; Pietro Hiram Guzzi (BIBM, 2019)

Learning Weighted Association Rules in Human Phenotype Ontology. - Giuseppe Agapito; Mario Cannataro; Pietro H. Guzzi; Marianna Milano (CIBB, 2019)

Parallel Learning of Weighted Association Rules in Human Phenotype Ontology. - Giuseppe Agapito; Mario Cannataro; Pietro Hiram Guzzi; Marianna Milano (Euro-Par Workshops, 2019)

Using Dual Networks for the Integration of Clinical and Biological Data. - Pietro Hiram Guzzi; Giuseppe Tradigo; Pierangelo Veltri (ICHI, 2019)

An Information System to Track Data and Processes for Food Quality and Bacterial Pathologies Prevention. - Giuseppe Tradigo; Patrizia Vizza; Pierangelo Veltri; Pietro Hiram Guzzi (SEBD, 2019)

Parallel extraction of association rules from genomics data. - Giuseppe Agapito; Pietro Hiram Guzzi; Mario Cannataro (Appl. Math. Comput., 2019)

Functional module extraction by ensembling the ensembles of selective module detectors. - Monica Jha; Pietro Hiram Guzzi; Pierangelo Veltri; Swarup Roy (Int. J. Comput. Biol. Drug Des., 2019)

Qualitative assessment of functional module detectors on microarray and RNASeq data. - Monica Jha; Pietro Hiram Guzzi; Swarup Roy (Netw. Model. Anal. Health Informatics Bioinform., 2019)

Using multiple network alignment for studying connectomes. - Marianna Milano; Pietro Hiram Guzzi; Mario Cannataro (Netw. Model. Anal. Health Informatics Bioinform., 2019)

Network building and analysis in connectomics studies: a review of algorithms, databases and technologies. - Marianna Milano; Pietro Hiram Guzzi; Mario Cannataro (Netw. Model. Anal. Health Informatics Bioinform., 2019)

GLAlign: A Novel Algorithm for Local Network Alignment. - Marianna Milano; Pietro Hiram Guzzi; Mario Cannataro (IEEE ACM Trans. Comput. Biol. Bioinform., 2019)

Algorithms for Strings and Sequences: Multiple Alignment. - Pietro Hiram Guzzi (Encyclopedia of Bioinformatics and Computational Biology (1), 2019)

Computing Languages for Bioinformatics: Python. - Pietro H. Guzzi (Encyclopedia of Bioinformatics and Computational Biology (1), 2019)

Computing Languages for Bioinformatics: Java. - Pietro H. Guzzi (Encyclopedia of Bioinformatics and Computational Biology (1), 2019)

Ontology in Bioinformatics. - Pietro H. Guzzi (Encyclopedia of Bioinformatics and Computational Biology (1), 2019)

Ontology-Based Annotation Methods. - Pietro H. Guzzi (Encyclopedia of Bioinformatics and Computational Biology (1), 2019)

Functional Enrichment Analysis Methods. - Pietro H. Guzzi (Encyclopedia of Bioinformatics and Computational Biology (1), 2019)

Integrative Bioinformatics of Transcriptome: Databases, Tools and Pipelines. - Maria Teresa Di Martino; Pietro H. Guzzi (Encyclopedia of Bioinformatics and Computational Biology (1), 2019)

Evaluation of the Topological Agreement of Network Alignments. - Concettina Guerra; Pietro Hiram Guzzi (BIBM, 2020)

A Framework for Patient Data Management and Analysis in Randomised Clinical Trials. - Pietro Hiram Guzzi; Tiziana Larussa; Rosarina Vallelunga; Ludovico Abenavoli; Giuseppe Tradigo; Francesco Luzza; Pierangelo Veltri (BIBM, 2020)

A method to assess COVID-19 infected numbers in Italy during peak pandemic period. - Giuseppe Tradigo; Pietro Hiram Guzzi; Tamer Kahveci; Pierangelo Veltri (BIBM, 2020)

A programmable device to guide rehabilitation patients: design, testing and data collection. - Giuseppe Tradigo; Patrizia Vizza; Pietro Hiram Guzzi; Gionata Fragomeni; Antonio Ammendolia; Pierangelo Veltri (BIBM, 2020)

On the use of clinical based infection data for pandemic case studies. - Giuseppe Tradigo; Patrizia Vizza; Gabriel Gabriele; Maria Mazzitelli; Carlo Torti; Mattia Prosperi; Pietro Hiram Guzzi; Pierangelo Veltri (BIBM, 2020)

Top-k Connected Overlapping Densest Subgraphs in Dual Networks. - Riccardo Dondi; Pietro Hiram Guzzi; Mohammad Mehdi Hosseinzadeh (COMPLEX NETWORKS (2), 2020)

Prostate Cancer Disease Study by Integrating Peptides and Clinical Data. - Patrizia Vizza; Luigi Pascuzzi; Federica Aracri; Elmiro Tavolaro; Pasquale Lambardi; Marco Gaspari; Pietro Hiram Guzzi; Giuseppe Tradigo; Pierangelo Veltri (AAI4H@ECAI, 2020)

An efficient and scalable SPARK preprocessing methodology for Genome Wide Association Studies. - Giuseppe Agapito; Pietro Hiram Guzzi; Mario Cannataro (PDP, 2020)

On the Use of GIS for Health and Epidemiology Control. - Giuseppe Tradigo; Patrizia Vizza; Pietro Hiram Guzzi; Pierangelo Veltri (SEBD, 2020)

Extracting Dense and Connected Communities in Dual Networks: An Alignment Based Algorithm. - Pietro Hiram Guzzi; Emanuel Salerno; Giuseppe Tradigo; Pierangelo Veltri (IEEE Access, 2020)

BioPAX-Parser: parsing and enrichment analysis of BioPAX pathways. - Giuseppe Agapito; Chiara Pastrello; Pietro Hiram Guzzi; Igor Jurisica; Mario Cannataro (Bioinform., 2020)

Extracting Dense and Connected Subgraphs in Dual Networks by Network Alignment. - Pietro Hiram Guzzi; Emanuel Salerno; Giuseppe Tradigo; Pierangelo Veltri (CoRR, 2020)

Using Network Embeddings for Improving Network Alignment. - Pietro Hiram Guzzi (CoRR, 2020)

SL-GLAlign: improving local alignment of biological networks through simulated annealing. - Marianna Milano; Wayne B. Hayes; Pierangelo Veltri; Mario Cannataro; Pietro Hiram Guzzi (Netw. Model. Anal. Health Informatics Bioinform., 2020)

Sentiment analysis for mining texts and social networks data: Methods and tools. - Chiara Zucco; Barbara Calabrese; Giuseppe Agapito; Pietro Hiram Guzzi; Mario Cannataro (WIREs Data Mining Knowl. Discov., 2020)

A novel algorithm for finding top-k weighted overlapping densest connected subgraphs in dual networks. - Riccardo Dondi; Mohammad Mehdi Hosseinzadeh; Pietro H. Guzzi (Appl. Netw. Sci., 2021)

Data science in unveiling COVID-19 pathogenesis and diagnosis: evolutionary origin to drug repurposing. - Jayanta Kumar Das; Giuseppe Tradigo; Pierangelo Veltri; Pietro H. Guzzi; Swarup Roy (Briefings Bioinform., 2021)

Using dual-network-analyser for communities detecting in dual networks. - Pietro Hiram Guzzi; Giuseppe Tradigo; Pierangelo Veltri (BMC Bioinform., 2021)

Analyzing Host-Viral Interactome of SARS-CoV-2 for Identifying Vulnerable Host Proteins during COVID-19 Pathogenesis. - Jayanta Kumar Das; Swarup Roy; Pietro Hiram Guzzi (CoRR, 2021)

Using Dual-Network Analyser for extracting communities from Dual Networks. - Pietro Hiram Guzzi; Giuseppe Tradigo; Pierangelo Veltri (CoRR, 2021)

Parallel and distributed association rule mining in life science: A novel parallel algorithm to mine genomics data. - Giuseppe Agapito; Pietro Hiram Guzzi; Mario Cannataro (Inf. Sci., 2021)

A novel framework based on network embedding for the simulation and analysis of disease progression. - Francesco Chiodo; Mario Torchia; Enza Messina; Elisabetta Fersini; Tommaso Mazza; Pietro Hiram Guzzi (BIBM, 2022)

A machine-learning based tool for bioimages managing and annotation. - Raffaele Giancotti; Ugo Lomoio; Pierangelo Veltri; Pietro Hiram Guzzi; Patrizia Vizza (BIBM, 2022)

A network-based analysis of genes related to comorbidities in diabetes. - Pietro Hiram Guzzi; Francesca Cortese; Gaia Chiara Mannino; Elisabetta Pedace; Francesco Andreozzi; Pierangelo Veltri (BIBM, 2022)

NOMA-DB: a framework for management and analysis of ageing-related gene-expression data. - Pietro Hiram Guzzi; Ugo Lomoio; Rocco Scicchitano; Pierangelo Veltri (BIBM, 2022)

Glucose Metabolism Evaluation by using cardiac PET images. - Patrizia Vizza; Giuseppe Tradigo; Pietro Hiram Guzzi; Elena Succurro; Giuseppe Lucio Cascini; Pierangelo Veltri (BIBM, 2022)

Integrating Temporal Graphs via Dual Networks: Dense Graph Discovery. - Riccardo Dondi; Pietro Hiram Guzzi; Mohammad Mehdi Hosseinzadeh (COMPLEX NETWORKS (2), 2022)

DeLaBE: A Deep Learning architecture for Bio-images enhancing. - Patrizia Vizza; Mattia Cannistrà; Giuseppe Tradigo; Giuseppe Lucio Cascini; Pietro Hiram Guzzi; Pierangelo Veltri (ICHI, 2022)

Annotations of Virus Data for Knowledge Enrichment. - Patrizia Vizza; Giuseppe Tradigo; Pietro H. Guzzi; Barbara Puccio; Mattia Prosperi; Carlo Torti; Pierangelo Veltri (ICHI, 2022)

On the identification of PoIs in glucosimeter data. - Patrizia Vizza; Giuseppe Tradigo; Raffaele Giancotti; Francesco Scala; Pietro H. Guzzi; Concetta Irace; Sergio Flesca; Pierangelo Veltri (ICHI, 2022)

Annotating Protein Structures for Understanding SARS-CoV-2 Interactome. - Barbara Puccio; Ugo Lomoio; Luisa Di Paola; Pietro Hiram Guzzi; Pierangelo Veltri (SEBD, 2022)

Disease spreading modeling and analysis: a survey. - Pietro Hiram Guzzi; Francesco Petrizzelli; Tommaso Mazza (Briefings Bioinform., 2022)

Detection of pan-cancer surface protein biomarkers via a network-based approach on transcriptomics data. - Daniele Mercatelli; Chiara Cabrelle; Pierangelo Veltri; Federico M. Giorgi; Pietro H. Guzzi (Briefings Bioinform., 2022)

Modeling multi-scale data via a network of networks. - Shawn Gu; Meng Jiang 001; Pietro Hiram Guzzi; Tijana Milenkovic (Bioinform., 2022)

PCN-Miner: an open-source extensible tool for the analysis of Protein Contact Networks. - Pietro Hiram Guzzi; Luisa Di Paola; Alessandro Giuliani; Pierangelo Veltri (Bioinform., 2022)

Network for network concept offers new insights into host- SARS-CoV-2 protein interactions and potential novel targets for developing antiviral drugs. - Neda Eskandarzade; Abozar Ghorbani; Samira Samarfard; Jose Diaz; Pietro H. Guzzi; Niloofar Fariborzi; Ahmad Tahmasebi; Keramatollah Izadpanah (Comput. Biol. Medicine, 2022)

Design and Development of PCN-Miner: A tool for the Analysis of Protein Contact Networks. - Pietro Hiram Guzzi; Luisa Di Paola; Alessandro Giuliani; Pierangelo Veltri (CoRR, 2022)

Beyond COVID-19 Pandemic: Topology-aware optimisation of vaccination strategy for minimising virus spreading. - Francesco Petrizzelli; Pietro Hiram Guzzi; Tommaso Mazza (CoRR, 2022)

Towards a Recommender System for Profiling Users in a Renewable Energetic Community. - Pietro Hiram Guzzi; Francesco Chiodo (CoRR, 2022)

Design and Implementation of a New Local Alignment Algorithm for Multilayer Networks. - Marianna Milano; Pietro Hiram Guzzi; Mario Cannataro (Entropy, 2022)

Editorial Deep Learning and Graph Embeddings for Network Biology. - Pietro Hiram Guzzi; Marinka Zitnik (IEEE ACM Trans. Comput. Biol. Bioinform., 2022)

Predicting Glycemia by Using RNNs and Heart Rate Patient Data. - Raffaele Giancotti; Patrizia Vizza; Martina De Salazar; Giuseppe Tradigo; Pietro Hiram Guzzi; Concetta Irace; Pierangelo Veltri (BATS, 2023)

Annotating omics Data with sex and age of samples: Enabling powerful omics studies. - Pietro Hiram Guzzi; Mattia Cannistrà; Raffaele Giancotti; Ugo Lomoio; Barbara Puccio; Patrizia Vizza; Giuseppe Tradigo; Pierangelo Veltri (BIBM, 2023)

A novel Network Science Algorithm for Improving Triage of Patients. - Pietro Hiram Guzzi; Annamaria Defilippo; Pierangelo Veltri (BIBM, 2023)

An Artificial Intelligence-Based Framework for Supporting Management of Patients Affected by Dementia. - Pietro Hiram Guzzi; Pierangelo Veltri (BIBM, 2023)

An innovative platform to manage the access to social and health services for vulnerable people. - Patrizia Vizza; Giuseppe Tradigo; Massimiliano Perri; Antonino Posterino; Raffaele Giancotti; Pietro Hiram Guzzi; Pierangelo Veltri (BIBM, 2023)

Tracking and Predicting Productions in Agricultural Processes: Applications and Experiences. - Patrizia Vizza; Giuseppe Timpano; Francesco Vescio; Gianmichele Caligiuri; Fulvia Michela Caligiuri; Pasquale Lambardi; Pierangelo Veltri; Pietro H. Guzzi; Giuseppe Tradigo (IEEE Big Data, 2023)

Non Parametric Differential Network Analysis for Biological Data. - Pietro Hiram Guzzi; Arkaprava Roy; Francesca Cortese; Pierangelo Veltri (COMPLEX NETWORKS (3), 2023)

MuLaN: a MultiLayer Networks Alignment Algorithm. - Marianna Milano; Pietro Cinaglia; Pietro Hiram Guzzi; Mario Cannataro (CoRR, 2023)

Structural analysis of SARS-CoV-2 Spike protein variants through graph embedding. - Pietro Hiram Guzzi; Ugo Lomoio; Barbara Puccio; Pierangelo Veltri (Netw. Model. Anal. Health Informatics Bioinform., 2023)

Temporal networks in biology and medicine: a survey on models, algorithms, and tools. - Mohammad Mehdi Hosseinzadeh; Mario Cannataro; Pietro Hiram Guzzi; Riccardo Dondi (Netw. Model. Anal. Health Informatics Bioinform., 2023)

GTExVisualizer: a web platform for supporting ageing studies. - Pietro Hiram Guzzi; Ugo Lomoio; Pierangelo Veltri (Bioinform., 2023)

Editorial: Graph representation learning in biological network. - Swarup Roy; Pietro Hiram Guzzi; Jugal Kalita (Frontiers Bioinform., 2023)

Differential network analysis between sex of the genes related to comorbidities of type 2 mellitus diabetes. - Pietro Hiram Guzzi; Francesca Cortese; Gaia Chiara Mannino; Elisabetta Pedace; Elena Succurro; Francesco Andreozzi; Pierangelo Veltri (Appl. Netw. Sci., 2023)

Dense subgraphs in temporal social networks. - Riccardo Dondi; Pietro Hiram Guzzi; Mohammad Mehdi Hosseinzadeh; Marianna Milano (Soc. Netw. Anal. Min., 2023)

Anomaly Detection in Individual Specific Networks through Explainable Generative Adversarial Attributed Networks. - Pietro Hiram Guzzi; Ugo Lomoio; Tommaso Mazza; Pierangelo Veltri (BIBM, 2024)

Exploring Network Curvature Differences in Gene Expression Networks. - Pietro Hiram Guzzi; Marianna Milano (BIBM, 2024)

SHELLEY: Exploring Learning-Based Network Alignment on Biological Data. - Riccardo De Luca; Manuela Petti; Pietro H. Guzzi; Paolo Tieri (BIBM, 2024)

Studying Cardiac infection by tracking clinical data flow: experiences using a REDCap instance. - Giuseppe Pozzi; Maria Ghita Cassano; Francesca Giovannenze; Eleonora Taddei; Giancarlo Scoppettuolo; Pietro Hiram Guzzi; Carlo Torti; Pierangelo Veltri (BIBM, 2024)

Application of Generative Graph Models in Biological Network Regeneration: A Selective Review and Qualitative Analysis. - Binon Teji; Swarup Roy; Pietro Hiram Guzzi; Dinabandhu Bhandari (BIBM, 2024)

An architecture for Deep Learning based automatic bioimages segmentation for sarcopenia evaluation. - Giuseppe Timpano; Patrizia Vizza; Manti Francesco; Cascini Lucio Giuseppe; Pietro Hiram Guzzi; Pierangelo Veltri (BIBM, 2024)

How Patients Feel with Telemedicine Devices as an Enabling Factor for Personalised Medicine: A Preliminary Study. - Fabiola Boccuto; Patrizia Vizza; Salvatore De Rosa; Giuseppe Tradigo; Pierangelo Veltri; Daniele Torella; Pietro Hiram Guzzi (pHealth, 2024)

Design of a Telemedicine Infrastructure for Rural and Remote Areas. - Pietro Hiram Guzzi; Patrizia Vizza; Giuseppe Tradigo; Sergio Greco; Pierangelo Veltri (SEBD, 2024)

Forecasting glucose values for patients with type 1 diabetes using heart rate data. - Raffaele Giancotti; Pietro Bosoni; Patrizia Vizza; Giuseppe Tradigo; Agostino Gnasso; Pietro Hiram Guzzi; Riccardo Bellazzi; Concetta Irace; Pierangelo Veltri (Comput. Methods Programs Biomed., 2024)

Leveraging graph neural networks for supporting Automatic Triage of Patients. - Annamaria Defilippo; Pierangelo Veltri; Pietro Lió; Pietro Hiram Guzzi (CoRR, 2024)

DCAE-SR: Design of a Denoising Convolutional Autoencoder for reconstructing Electrocardiograms signals at Super Resolution. - Ugo Lomoio; Pierangelo Veltri; Pietro Hiram Guzzi; Pietro Lio' (CoRR, 2024)

Graph Embedding Techniques for Predicting Missing Links in Biological Networks: An Empirical Evaluation. - Binon Teji; Swarup Roy; Devendra Singh Dhami; Dinabandhu Bhandari; Pietro Hiram Guzzi (IEEE Trans. Emerg. Top. Comput., 2024)

Non parametric differential network analysis: a tool for unveiling specific molecular signatures. - Pietro Hiram Guzzi; Arkaprava Roy; Marianna Milano; Pierangelo Veltri (BMC Bioinform., 2024)

A Methodology to Measure Glucose Metabolism by Quantitative Analysis of PET Images. - Patrizia Vizza; Elena Succurro; Giuseppe Pozzi; Pietro Hiram Guzzi; Giuseppe Lucio Cascini; Giuseppe Tradigo; Pierangelo Veltri (J. Heal. Informatics Res., 2024)

Machine learning pipeline to analyze clinical and proteomics data: experiences on a prostate cancer case. - Patrizia Vizza; Federica Aracri; Pietro Hiram Guzzi; Marco Gaspari; Pierangelo Veltri; Giuseppe Tradigo (BMC Medical Informatics Decis. Mak., 2024)

GraphNet: A Novel Method Based on Graph Neural Networks for Emergency Healthcare Management. - Annamaria Defilippo; Pietro Hiram Guzzi; Pierangelo Veltri; Pietro Liò (AIME (2), 2025)

Biological Community Detection with Graph Neural Network and Network Curvature Analysis on Gene Co-expression Networks. - Marianna Milano; Pietro Cinaglia; Mario Cannataro; Pietro Hiram Guzzi (ICCS (3), 2025)

A Novel Solution for the Integration and Management of Clinical Data in Surgery Procedure. - Aldo Chianello; Aurora Delfino; Danilo Lofaro; Pietro Hiram Guzzi; Pierangelo Veltri; Michele Di Dio; Patrizia Vizza (ICHI, 2025)

CardioTRAP: Design of a Retrieval Augmented System (RAG) for Clinical Data in Cardiology. - Pietro Hiram Guzzi; Annamaria Defilippo; Nicola Procopio; Albino Trapuzzano; Giovanni Canino; Patrizia Vizza; Sabato Sorrentino; Ciro Indolfi; Pierangelo Veltri (ICHI, 2025)

Design and use of a Denoising Convolutional Autoencoder for reconstructing electrocardiogram signals at super resolution. - Ugo Lomoio; Pierangelo Veltri; Pietro Hiram Guzzi; Pietro Liò (Artif. Intell. Medicine, 2025)

A computational approach to study age-related modifications of the genes involved in Parkinson's disease. - Marianna Milano; Pietro Cinaglia; Pietro Hiram Guzzi; Mario Cannataro (Comput. Biol. Medicine, 2025)

Decoding Rarity: Large Language Models in the Diagnosis of Rare Diseases. - Valentina Carbonari; Pierangelo Veltri; Pietro Hiram Guzzi (CoRR, 2025)

ExDiff: A Framework for Simulating Diffusion Processes on Complex Networks with Explainable AI Integration. - Annamaria Defilippo; Ugo Lomoio; Barbara Puccio; Pierangelo Veltri; Pietro Hiram Guzzi (CoRR, 2025)

E-ABIN: an Explainable module for Anomaly detection in BIological Networks. - Ugo Lomoio; Tommaso Mazza; Pierangelo Veltri; Pietro Hiram Guzzi (CoRR, 2025)

Kolmogorov Arnold Network Autoencoder in Medicine. - Ugo Lomoio; Pierangelo Veltri; Pietro Hiram Guzzi (CoRR, 2025)

Computational modeling of infectious diseases: insights from network-based simulations on measles. - Francesco Branda; Pierangelo Veltri; Francesco Chiodo; Massimo Ciccozzi; Fabio Scarpa; Pietro Hiram Guzzi (BMC Medical Informatics Decis. Mak., 2025)