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Transformer-based approach to melanoma detection
2023 Cirrincione, Giansalvo; Cannata, Sergio; Cicceri, Giovanni; Prinzi, Francesco; Currieri, Tiziana; Lovino, Marta; Militello, Carmelo; Pasero, EROS GIAN ALESSANDRO; Vitabile, Salvatore
A survey on data integration for multi-omics sample clustering
2022 Lovino, M.; Randazzo, V.; Ciravegna, G.; Barbiero, P.; Ficarra, E.; Cirrincione, G.
Identifying the oncogenic potential of gene fusions exploiting miRNAs
2022 Lovino, Marta; Montemurro, Marilisa; Barrese, VENERE SABRINA; Ficarra, Elisa
Algorithms for complex systems in the life sciences
2021 Lovino, Marta
Algorithms for complex systems in the life sciences: AI for gene fusion prioritization and multi-omics data integration
2021 Lovino, Marta
DEEPrior: a deep learning tool for the prioritization of gene fusions
2020 Lovino, Marta; Ciaburri, Maria Serena; Urgese, Gianvito; Di Cataldo, Santa; Ficarra, Elisa
Multi-omics classification on kidney samples exploiting uncertainty-aware models
2020 Lovino, Marta; Bontempo, Gianpaolo; Cirrincione, Giansalvo; Ficarra, Elisa
Predicting the oncogenic potential of gene fusions using convolutional neural networks
2020 Lovino, Marta; Urgese, Gianvito; Macii, Enrico; DI CATALDO, Santa; Ficarra, Elisa
Unsupervised Multi-Omic Data Fusion: the Neural Graph Learning Network
2020 Barbiero, Pietro; Lovino, Marta; Siviero, Mattia; Ciravegna, Gabriele; Randazzo, Vincenzo; Ficarra, Elisa; Cirrincione, Giansalvo
A Deep Learning Approach to the Screening of Oncogenic Gene Fusions in Humans
2019 Lovino, Marta; Urgese, Gianvito; Macii, Enrico; Di Cataldo, Santa; Ficarra, Elisa
Exploiting Gene Expression Profiles for the Automated Prediction of Connectivity between Brain Regions
2019 Roberti, Ilaria; Lovino, Marta; Di Cataldo, Santa; Ficarra, Elisa; Urgese, Gianvito
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Transformer-based approach to melanoma detection / Cirrincione, Giansalvo; Cannata, Sergio; Cicceri, Giovanni; Prinzi, Francesco; Currieri, Tiziana; Lovino, Marta; Militello, Carmelo; Pasero, EROS GIAN ALESSANDRO; Vitabile, Salvatore. - In: SENSORS. - ISSN 1424-8220. - ELETTRONICO. - 23:12(2023). [10.3390/s23125677] | 1-gen-2023 | Giansalvo CirrincioneSergio CannataMarta LovinoEros PaseroSalvatore Vitabile + | sensors-23-05677-v2.pdf |
| A survey on data integration for multi-omics sample clustering / Lovino, M.; Randazzo, V.; Ciravegna, G.; Barbiero, P.; Ficarra, E.; Cirrincione, G.. - In: NEUROCOMPUTING. - ISSN 0925-2312. - ELETTRONICO. - 488:(2022), pp. 494-508. [10.1016/j.neucom.2021.11.094] | 1-gen-2022 | Lovino M.Randazzo V.Ciravegna G.Ficarra E.Cirrincione G. + | Randazzo-ASurvey.pdf |
| Identifying the oncogenic potential of gene fusions exploiting miRNAs / Lovino, Marta; Montemurro, Marilisa; Barrese, VENERE SABRINA; Ficarra, Elisa. - In: JOURNAL OF BIOMEDICAL INFORMATICS. - ISSN 1532-0464. - 129:(2022). [10.1016/j.jbi.2022.104057] | 1-gen-2022 | Marta LovinoMarilisa MontemurroVenere Sabrina BarreseElisa Ficarra | 1-s2.0-S1532046422000739-main.pdf |
| Algorithms for complex systems in the life sciences / Lovino, Marta. - (2021 Jun 22), pp. 1-159. | 22-giu-2021 | LOVINO, MARTA | conv_conv_algorithms_for_complex_systems_in_the_life_sciences_(1).pdf; conv_lovino_summary.pdf |
| Algorithms for complex systems in the life sciences: AI for gene fusion prioritization and multi-omics data integration / Lovino, Marta. - (2021). | 1-gen-2021 | Marta Lovino | - |
| DEEPrior: a deep learning tool for the prioritization of gene fusions / Lovino, Marta; Ciaburri, Maria Serena; Urgese, Gianvito; Di Cataldo, Santa; Ficarra, Elisa. - In: BIOINFORMATICS. - ISSN 1367-4803. - ELETTRONICO. - 36:10(2020), pp. 3248-3250. [10.1093/bioinformatics/btaa069] | 1-gen-2020 | Lovino, MartaCiaburri, Maria SerenaUrgese, GianvitoDi Cataldo, SantaFicarra, Elisa | bioinformatics_36_10_3248.pdf |
| Multi-omics classification on kidney samples exploiting uncertainty-aware models / Lovino, Marta; Bontempo, Gianpaolo; Cirrincione, Giansalvo; Ficarra, Elisa. - ELETTRONICO. - 12464:(2020), pp. 32-42. (Intervento presentato al convegno International Conference on Intelligent Computing (ICIC2020) tenutosi a Bari (Online) nel Oct 10-11th 2020) [10.1007/978-3-030-60802-6_4]. | 1-gen-2020 | Marta LovinoGiansalvo CirrincioneElisa Ficarra + | Multi_omics_classification_on_kidney_samplesexploiting_uncertainty_aware_models_short_version.pdf; Lovino2020_Chapter_Multi-omicsClassificationOnKid.pdf |
| Predicting the oncogenic potential of gene fusions using convolutional neural networks / Lovino, Marta; Urgese, Gianvito; Macii, Enrico; DI CATALDO, Santa; Ficarra, Elisa (LECTURE NOTES IN COMPUTER SCIENCE). - In: Computational Intelligence Methods for Bioinformatics and BiostatisticsELETTRONICO. - [s.l] : Springer International Publishing, 2020. - ISBN 978-3-030-34584-6. - pp. 277-284 [10.1007/978-3-030-34585-3_24] | 1-gen-2020 | LOVINO, MARTAGianvito UrgeseEnrico MaciiSanta Di CataldoElisa Ficarra | 10.1007_978-3-030-34585-3.pdf; Fusioni_Springer_LNBI (1).pdf |
| Unsupervised Multi-Omic Data Fusion: the Neural Graph Learning Network / Barbiero, Pietro; Lovino, Marta; Siviero, Mattia; Ciravegna, Gabriele; Randazzo, Vincenzo; Ficarra, Elisa; Cirrincione, Giansalvo. - ELETTRONICO. - 12463:(2020), pp. 172-182. (Intervento presentato al convegno 16th International Conference on Intelligent Computing, ICIC 2020 tenutosi a Bari (ita) nel Ottobre 2020) [10.1007/978-3-030-60799-9_15]. | 1-gen-2020 | Marta LovinoGabriele CiravegnaVincenzo RandazzoElisa FicarraGiansalvo Cirrincione + | ICIC_2020_barbiero_Lovino.pdf; bookExtracted_Unsupervised Multi-omic Data Fusion.pdf; Neural Graph Learning for Multi-Omic Data Fusion_4_cameraReady.pdf |
| A Deep Learning Approach to the Screening of Oncogenic Gene Fusions in Humans / Lovino, Marta; Urgese, Gianvito; Macii, Enrico; Di Cataldo, Santa; Ficarra, Elisa. - In: INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES. - ISSN 1422-0067. - ELETTRONICO. - 20:7(2019), pp. 1-13. [10.3390/ijms20071645] | 1-gen-2019 | Lovino, MartaUrgese, GianvitoMacii, EnricoDi Cataldo, SantaFicarra, Elisa | ijms-20-01645-v2.pdf |
| Exploiting Gene Expression Profiles for the Automated Prediction of Connectivity between Brain Regions / Roberti, Ilaria; Lovino, Marta; Di Cataldo, Santa; Ficarra, Elisa; Urgese, Gianvito. - In: INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES. - ISSN 1422-0067. - ELETTRONICO. - 20:8(2019). [10.3390/ijms20082035] | 1-gen-2019 | Lovino, MartaDi Cataldo, SantaFicarra, ElisaUrgese, Gianvito + | ijms-20-02035.pdf |