Marta Lovino - RankMe

18 papers B 1Journal 8Unranked 8

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Handling Missing Modalities in Multimodal Survival Prediction for Non-Small Cell Lung Cancer. CoRR Filippo Ruffini, Camillo Maria Caruso, Claudia Tacconi, Lorenzo Nibid, Francesca Miccolis, Marta Lovino, Carlo Greco, Edy Ippolito, Michele Fiore, Alessio Cortellini, Bruno Beomonte Zobel, Giuseppe Perrone, Bruno Vincenzi, Claudio Marrocco, Alessandro Bria, Elisa Ficarra, Sara Ramella, Valerio Guarrasi, Paolo Soda
2025	B	`conf`	Foundation Models for Hepatocellular Carcinoma: Challenges in Generalization under Data Scarcity. IJCNN Giulia Corso, Marta Lovino, Reha Akpinar, Luca Di Tommaso, Elisa Ficarra, Marta Ranzini
2023	—	`conf`	A Benchmark Study of Gene Fusion Prioritization Tools. CIBB Francesca Miccolis, Marta Lovino, Elisa Ficarra
2023	—	`conf`	Enhancing PFI Prediction with GDS-MIL: A Graph-Based Dual Stream MIL Approach. ICIAP (1) Gianpaolo Bontempo, Nicola Bartolini, Marta Lovino, Federico Bolelli, Anni Virtanen, Elisa Ficarra
2023	—	`conf`	Leveraging Diffuser Data Augmentation to Enhance ViT-Based Performance on Dermatoscopic Melanoma Images Classification. CIBB Tiziana Currieri, Giovanni Cicceri, Sergio Cannata, Giansalvo Cirrincione, Marta Lovino, Carmelo Militello, Francesco Prinzi, Eros Pasero, Salvatore Vitabile
2023	J	`jnl`	MiREx: mRNA levels prediction from gene sequence and miRNA target knowledge. BMC Bioinform. Elena Pianfetti, Marta Lovino, Elisa Ficarra, Loredana Martignetti
2023	J	`jnl`	Predicting gene and protein expression levels from DNA and protein sequences with Perceiver. Comput. Methods Programs Biomed. Matteo Stefanini, Marta Lovino, Rita Cucchiara, Elisa Ficarra
2023	J	`jnl`	Transformer-Based Approach to Melanoma Detection. Sensors Giansalvo Cirrincione, Sergio Cannata, Giovanni Cicceri, Francesco Prinzi, Tiziana Currieri, Marta Lovino, Carmelo Militello, Eros Pasero, Salvatore Vitabile
2023	—	`conf`	ViT-Based Classification of Mammogram Images: Impact of Data Augmentation Techniques. WIRN Sergio Cannata, Giovanni Cicceri, Giansalvo Cirrincione, Tiziana Currieri, Marta Lovino, Carmelo Militello, Eros Pasero, Francesco Prinzi, Salvatore Vitabile
2022	J	`jnl`	A survey on data integration for multi-omics sample clustering. Neurocomputing Marta Lovino, Vincenzo Randazzo, Gabriele Ciravegna, Pietro Barbiero, Elisa Ficarra, Giansalvo Cirrincione
2022	—	`conf`	FusionFlow: An Integrated System Workflow for Gene Fusion Detection in Genomic Samples. ADBIS (Short Papers) Federica Citarrella, Gianpaolo Bontempo, Marta Lovino, Elisa Ficarra
2022	J	`jnl`	Identifying the oncogenic potential of gene fusions exploiting miRNAs. J. Biomed. Informatics Marta Lovino, Marilisa Montemurro, Venere S. Barrese, Elisa Ficarra
2022	J	`jnl`	Predicting gene expression levels from DNA sequences and post-transcriptional information with transformers. Comput. Methods Programs Biomed. Vittorio Pipoli, Mattia Cappelli, Alessandro Palladini, Carlo Peluso, Marta Lovino, Elisa Ficarra
2021	—	`—`	Algorithms for complex systems in the life sciences: AI for gene fusion prioritization and multi-omics data integration. Marta Lovino
2020	J	`jnl`	DEEPrior: a deep learning tool for the prioritization of gene fusions. Bioinform. Marta Lovino, Maria Serena Ciaburri, Gianvito Urgese, Santa Di Cataldo, Elisa Ficarra
2020	—	`conf`	Multi-omics Classification on Kidney Samples Exploiting Uncertainty-Aware Models. ICIC (2) Marta Lovino, Gianpaolo Bontempo, Giansalvo Cirrincione, Elisa Ficarra
2020	—	`conf`	Unsupervised Multi-omic Data Fusion: The Neural Graph Learning Network. ICIC (1) Pietro Barbiero, Marta Lovino, Mattia Siviero, Gabriele Ciravegna, Vincenzo Randazzo, Elisa Ficarra, Giansalvo Cirrincione
2018	—	`conf`	Predicting the Oncogenic Potential of Gene Fusions Using Convolutional Neural Networks. CIBB Marta Lovino, Gianvito Urgese, Enrico Macii, Santa Di Cataldo, Elisa Ficarra