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2020 – today
- 2023
[j7]Elena Pianfetti, Marta Lovino, Elisa Ficarra, Loredana Martignetti:
MiREx: mRNA levels prediction from gene sequence and miRNA target knowledge. BMC Bioinform. 24(1): 443 (2023)- [j6]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: 107504 (2023) - [j5]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): 5677 (2023) - [c5]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: 550-562 - 2022
- [j4]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: 107035 (2022) - [j3]Marta Lovino, Vincenzo Randazzo, Gabriele Ciravegna, Pietro Barbiero, Elisa Ficarra, Giansalvo Cirrincione:
A survey on data integration for multi-omics sample clustering. Neurocomputing 488: 494-508 (2022) - [j2]Marta Lovino, Marilisa Montemurro, Venere S. Barrese, Elisa Ficarra:
Identifying the oncogenic potential of gene fusions exploiting miRNAs. J. Biomed. Informatics 129: 104057 (2022) - [c4]Federica Citarrella, Gianpaolo Bontempo, Marta Lovino, Elisa Ficarra:
FusionFlow: An Integrated System Workflow for Gene Fusion Detection in Genomic Samples. ADBIS (Short Papers) 2022: 79-88 - 2021
- [b1]Marta Lovino:
Algorithms for complex systems in the life sciences: AI for gene fusion prioritization and multi-omics data integration. Polytechnic University of Turin, Italy, 2021 - 2020
- [j1]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): 3248-3250 (2020) - [c3]Marta Lovino, Gianpaolo Bontempo, Giansalvo Cirrincione, Elisa Ficarra:
Multi-omics Classification on Kidney Samples Exploiting Uncertainty-Aware Models. ICIC (2) 2020: 32-42 - [c2]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: 172-182
2010 – 2019
- 2018
- [c1]Marta Lovino, Gianvito Urgese, Enrico Macii, Santa Di Cataldo, Elisa Ficarra:
Predicting the Oncogenic Potential of Gene Fusions Using Convolutional Neural Networks. CIBB 2018: 277-284
Coauthor Index
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