Marta Lovino

According to our database, Marta Lovino authored at least 16 papers between 2018 and 2023.

Collaborative distances:

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

2023

MiREx: mRNA levels prediction from gene sequence and miRNA target knowledge.

Elena Pianfetti, Marta Lovino, Elisa Ficarra, Loredana Martignetti

BMC Bioinform., December, 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., June, 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

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

Proceedings of the Advanced Neural Artificial Intelligence: Theories and Applications, 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

Proceedings of the Image Analysis and Processing - ICIAP 2023, 2023

A Benchmark Study of Gene Fusion Prioritization Tools.

Francesca Miccolis, Marta Lovino, Elisa Ficarra

Proceedings of the Computational Intelligence Methods for Bioinformatics and Biostatistics, 2023

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

Proceedings of the Computational Intelligence Methods for Bioinformatics and Biostatistics, 2023

2022

Identifying the oncogenic potential of gene fusions exploiting miRNAs.

Marta Lovino, Marilisa Montemurro, Venere S. Barrese, Elisa Ficarra

J. Biomed. Informatics, 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

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

FusionFlow: An Integrated System Workflow for Gene Fusion Detection in Genomic Samples.

Federica Citarrella, Gianpaolo Bontempo, Marta Lovino, Elisa Ficarra

Proceedings of the New Trends in Database and Information Systems, 2022

2021

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

Marta Lovino

PhD thesis, 2021

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

Multi-omics Classification on Kidney Samples Exploiting Uncertainty-Aware Models.

Marta Lovino, Gianpaolo Bontempo, Giansalvo Cirrincione, Elisa Ficarra

Proceedings of the Intelligent Computing Theories and Application, 2020

Unsupervised Multi-omic Data Fusion: The Neural Graph Learning Network.

Pietro Barbiero, Marta Lovino, Mattia Siviero, Gabriele Ciravegna, Vincenzo Randazzo, Elisa Ficarra, Giansalvo Cirrincione

Proceedings of the Intelligent Computing Theories and Application, 2020

2018

Predicting the Oncogenic Potential of Gene Fusions Using Convolutional Neural Networks.

Marta Lovino, Gianvito Urgese, Enrico Macii, Santa Di Cataldo, Elisa Ficarra

Proceedings of the Computational Intelligence Methods for Bioinformatics and Biostatistics, 2018