Predicting the Oncogenic Potential of Gene Fusions Using Convolutional Neural Networks. - Marta Lovino; Gianvito Urgese; Enrico Macii; Santa Di Cataldo; Elisa Ficarra (CIBB, 2018)

Unsupervised Multi-omic Data Fusion: The Neural Graph Learning Network. - Pietro Barbiero; Marta Lovino; Mattia Siviero; Gabriele Ciravegna; Vincenzo Randazzo; Elisa Ficarra; Giansalvo Cirrincione (ICIC (1), 2020)

Multi-omics Classification on Kidney Samples Exploiting Uncertainty-Aware Models. - Marta Lovino; Gianpaolo Bontempo; Giansalvo Cirrincione; Elisa Ficarra (ICIC (2), 2020)

DEEPrior: a deep learning tool for the prioritization of gene fusions. - Marta Lovino; Maria Serena Ciaburri; Gianvito Urgese; Santa Di Cataldo; Elisa Ficarra (Bioinform., 2020)

Algorithms for complex systems in the life sciences: AI for gene fusion prioritization and multi-omics data integration. - Marta Lovino (2021)

FusionFlow: An Integrated System Workflow for Gene Fusion Detection in Genomic Samples. - Federica Citarrella; Gianpaolo Bontempo; Marta Lovino; Elisa Ficarra (ADBIS (Short Papers), 2022)

Predicting gene expression levels from DNA sequences and post-transcriptional information with transformers. - Vittorio Pipoli; Mattia Cappelli; Alessandro Palladini; Carlo Peluso; Marta Lovino; Elisa Ficarra (Comput. Methods Programs Biomed., 2022)

A survey on data integration for multi-omics sample clustering. - Marta Lovino; Vincenzo Randazzo; Gabriele Ciravegna; Pietro Barbiero; Elisa Ficarra; Giansalvo Cirrincione (Neurocomputing, 2022)

Identifying the oncogenic potential of gene fusions exploiting miRNAs. - Marta Lovino; Marilisa Montemurro; Venere S. Barrese; Elisa Ficarra (J. Biomed. Informatics, 2022)

Leveraging Diffuser Data Augmentation to Enhance ViT-Based Performance on Dermatoscopic Melanoma Images Classification. - Tiziana Currieri; Giovanni Cicceri; Sergio Cannata; Giansalvo Cirrincione; Marta Lovino; Carmelo Militello; Francesco Prinzi; Eros Pasero; Salvatore Vitabile (CIBB, 2023)

A Benchmark Study of Gene Fusion Prioritization Tools. - Francesca Miccolis; Marta Lovino; Elisa Ficarra (CIBB, 2023)

Enhancing PFI Prediction with GDS-MIL: A Graph-Based Dual Stream MIL Approach. - Gianpaolo Bontempo; Nicola Bartolini; Marta Lovino; Federico Bolelli; Anni Virtanen; Elisa Ficarra (ICIAP (1), 2023)

ViT-Based Classification of Mammogram Images: Impact of Data Augmentation Techniques. - Sergio Cannata; Giovanni Cicceri; Giansalvo Cirrincione; Tiziana Currieri; Marta Lovino; Carmelo Militello; Eros Pasero; Francesco Prinzi; Salvatore Vitabile (WIRN, 2023)

Transformer-Based Approach to Melanoma Detection. - Giansalvo Cirrincione; Sergio Cannata; Giovanni Cicceri; Francesco Prinzi; Tiziana Currieri; Marta Lovino; Carmelo Militello; Eros Pasero; Salvatore Vitabile (Sensors, 2023)

Predicting gene and protein expression levels from DNA and protein sequences with Perceiver. - Matteo Stefanini; Marta Lovino; Rita Cucchiara; Elisa Ficarra (Comput. Methods Programs Biomed., 2023)

MiREx: mRNA levels prediction from gene sequence and miRNA target knowledge. - Elena Pianfetti; Marta Lovino; Elisa Ficarra; Loredana Martignetti (BMC Bioinform., 2023)