Marta Lovino

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 12

Top Topics

Subcellular Location

Gene Expression

Data Integration

Top Venues

Comput. Methods Programs Biomed.

Publications

Elena Pianfetti, Marta Lovino, Elisa Ficarra, Loredana Martignetti
MiREx: mRNA levels prediction from gene sequence and miRNA target knowledge. BMC Bioinform. 24 (1) (2023)
Matteo Stefanini, Marta Lovino, Rita Cucchiara, Elisa Ficarra
Predicting gene and protein expression levels from DNA and protein sequences with Perceiver. Comput. Methods Programs Biomed. 234 (2023)
Gianpaolo Bontempo, Nicola Bartolini, Marta Lovino, Federico Bolelli, Anni Virtanen, Elisa Ficarra
Enhancing PFI Prediction with GDS-MIL: A Graph-Based Dual Stream MIL Approach. ICIAP (1) (2023)
Giansalvo Cirrincione, Sergio Cannata, Giovanni Cicceri, Francesco Prinzi, Tiziana Currieri, Marta Lovino, Carmelo Militello, Eros Pasero, Salvatore Vitabile
Transformer-Based Approach to Melanoma Detection. Sensors 23 (12) (2023)
Marta Lovino, Marilisa Montemurro, Venere S. Barrese, Elisa Ficarra
Identifying the oncogenic potential of gene fusions exploiting miRNAs. J. Biomed. Informatics 129 (2022)
Marta Lovino, Vincenzo Randazzo, Gabriele Ciravegna, Pietro Barbiero, Elisa Ficarra, Giansalvo Cirrincione
A survey on data integration for multi-omics sample clustering. Neurocomputing 488 (2022)
Vittorio Pipoli, Mattia Cappelli, Alessandro Palladini, Carlo Peluso, Marta Lovino, Elisa Ficarra
Predicting gene expression levels from DNA sequences and post-transcriptional information with transformers. Comput. Methods Programs Biomed. 225 (2022)
Federica Citarrella, Gianpaolo Bontempo, Marta Lovino, Elisa Ficarra
FusionFlow: An Integrated System Workflow for Gene Fusion Detection in Genomic Samples. ADBIS (Short Papers) (2022)
Marta Lovino, Gianpaolo Bontempo, Giansalvo Cirrincione, Elisa Ficarra
Multi-omics Classification on Kidney Samples Exploiting Uncertainty-Aware Models. ICIC (2) (2020)
Marta Lovino, Maria Serena Ciaburri, Gianvito Urgese, Santa Di Cataldo, Elisa Ficarra
DEEPrior: a deep learning tool for the prioritization of gene fusions. Bioinform. 36 (10) (2020)
Pietro Barbiero, Marta Lovino, Mattia Siviero, Gabriele Ciravegna, Vincenzo Randazzo, Elisa Ficarra, Giansalvo Cirrincione
Unsupervised Multi-omic Data Fusion: The Neural Graph Learning Network. ICIC (1) (2020)
Marta Lovino, Gianvito Urgese, Enrico Macii, Santa Di Cataldo, Elisa Ficarra
Predicting the Oncogenic Potential of Gene Fusions Using Convolutional Neural Networks. CIBB (2018)