GRANATA, ILARIA
GRANATA, ILARIA
Istituto di Calcolo e Reti ad Alte Prestazioni - ICAR
SVElearn: Machine learning methods for unbalanced datasets
2024 Giordano, Maurizio; Granata, Ilaria
Untangling the Context-Specificity of Essential Genes by Means of Machine Learning: A Constructive Experience
2024 Giordano, Maurizio; Giordano, Maurizio; Falbo, Emanuele; Falbo, Emanuele; Maddalena, Lucia; Maddalena, Lucia; Piccirillo, Marina; Piccirillo, Marina; Granata, Ilaria; Granata, Ilaria
Bifidobacterium affects antitumor efficacy of oncolytic adenovirus in a mouse model of melanoma
2023 Tripodi, L; Feola, S; Granata, I; Whalley, T; Passariello, M; Capasso, C; Coluccino, L; Vitale, M; Scalia, G; Gentile, L; De Lorenzo, C; Guarracino, M R; Castaldo, G; D'Argenio, V; Szomolay, B; Cerullo, V; Pastore, L
Computational Data Science Approaches for Biomedical Images and Biological Data
2023 Antonelli, L; Falbo, E; Giordano, M; Granata, I; Guarracino, Mr; Maddalena, L
Integrating Different Data Modalities for the Classification of Alzheimer's Disease Stages
2023 Maddalena, L; Granata, I; Giordano, M; Manzo, M; Guarracino, Mr
Novel Data Science Methodologies for Essential Genes Identification Based on Network Analysis
2023 Manzo M; Giordano M; Maddalena L; Guarracino MR; Granata I
Classifying Alzheimer's Disease using MRIs and Transcriptomic Data
2022 Maddalena, Lucia; Maddalena, Lucia; Granata, Ilaria; Granata, Ilaria; Giordano, Maurizio; Giordano, Maurizio; Manzo, ; Guarracino, MARIO ROSARIO; Guarracino, MARIO ROSARIO; Mario, R; Alzheimer's Disease Neuroimaging Initiative, Adni
Netpro2vec: a Graph Embedding Framework for Biomedical Applications
2022 Manipur, I; Manzo, M; Granata, I; Giordano, M; Maddalena, L; Guarracino, Mr
Netpro2vec: a graph embedding technique based on probability distribution representations of graphs and skip-gram learning model
2022 Ichcha Manipur;Maurizio Giordano;Lucia Maddalena;Ilaria Granata
TumorMet: A repository of tumor metabolic networks derived from context-specific Genome-Scale Metabolic Models.
2022 Granata I; Manipur I; Giordano M; Maddalena L; Guarracino MR
16s rRNA of mucosal colon microbiome and CCL2 circulating levels are potential biomarkers in colorectal cancer
2021 Nardelli, C; Granata, I; Nunziato, M; Setaro, M; Carbone, F; Zulli, C; Pilone, V; Capoluongo, Ed; De Palma, Gd; Corcione, F; Matarese, G; Salvatore, F; Sacchetti, L
A Framework Based on Metabolic Networks and Biomedical Images Data to Discriminate Glioma Grades
2021 L. Maddalena; I. Granata; I. Manipur; M. Manzo;M.R. Guarracino
Defining the signalling determinants of a posterior ventral spinal cord identity in human neuromesodermal progenitor derivatives
2021 Guarracino, MARIO ROSARIO; Granata, Ilaria
Graph Embedding for Biological Networks
2021 Maurizio Giordano; Ilaria Granata; Mario Rosario Guarracino; Lucia Maddalena; Mario Manzo
Learning from metabolic networks: Current trends and future directions for precision medicine
2021 Granata I.; Manzo M.; Kusumastuti A.; Guarracino M.R.
SRSF1-dependent inhibition of C9ORF72-repeat RNA nuclear export: genome-wide mechanisms for neuroprotection in amyotrophic lateral sclerosis
2021 Castelli L.M.; Cutillo L.; Souza C.D.S.; SanchezMartinez A.; Granata I.; Lin Y.H.; Myszczynska M.A.; Heath P.R.; Livesey M.R.; Ning K.; Azzouz M.; Shaw P.J.; Guarracino M.R.; Whitworth A.J.; Ferraiuolo L.; Milo M.; Hautbergue G.M.
Characterization of the duodenal mucosal microbiome in obese adult subjects by 16s rrna sequencing
2020 Nardelli C.; Granata I.; D'argenio V.; Tramontano S.; Compare D.; Guarracino M.R.; Nardone G.; Pilone V.; Sacchetti L.
Clustering analysis of tumor metabolic networks
2020 Manipur I.; Granata I.; Maddalena L.; Guarracino M.R.
Duodenal Metatranscriptomics to Define Human and Microbial Functional Alterations Associated with Severe Obesity: A Pilot Study
2020 Granata, Ilaria; Granata, Ilaria; Nardelli, ; Carmela, ; D'Argenio, ; Valeria, ; Tramontano, ; Salvatore, ; Compare, ; Debora, ; Guarracino, MARIO ROSARIO; Rosario, Mario; Nardone, ; Gerardo, ; Pilone, ; Vincenzo, ; Sacchetti, ; Lucia,
Glioma Grade Classification via Omics Imaging
2020 Lucia Maddalena;Ilaria Granata;Ichcha Manipur;Mario Manzo;Mario R. Guarracino
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| SVElearn: Machine learning methods for unbalanced datasets | 1-gen-2024 | Giordano, Maurizio; Granata, Ilaria | |
| Untangling the Context-Specificity of Essential Genes by Means of Machine Learning: A Constructive Experience | 1-gen-2024 | Giordano, Maurizio; Giordano, Maurizio; Falbo, Emanuele; Falbo, Emanuele; Maddalena, Lucia; Maddalena, Lucia; Piccirillo, Marina; Piccirillo, Marina; Granata, Ilaria; Granata, Ilaria | |
| Bifidobacterium affects antitumor efficacy of oncolytic adenovirus in a mouse model of melanoma | 1-gen-2023 | Tripodi, L; Feola, S; Granata, I; Whalley, T; Passariello, M; Capasso, C; Coluccino, L; Vitale, M; Scalia, G; Gentile, L; De Lorenzo, C; Guarracino, M R; Castaldo, G; D'Argenio, V; Szomolay, B; Cerullo, V; Pastore, L | |
| Computational Data Science Approaches for Biomedical Images and Biological Data | 1-gen-2023 | Antonelli, L; Falbo, E; Giordano, M; Granata, I; Guarracino, Mr; Maddalena, L | |
| Integrating Different Data Modalities for the Classification of Alzheimer's Disease Stages | 1-gen-2023 | Maddalena, L; Granata, I; Giordano, M; Manzo, M; Guarracino, Mr | |
| Novel Data Science Methodologies for Essential Genes Identification Based on Network Analysis | 1-gen-2023 | Manzo M; Giordano M; Maddalena L; Guarracino MR; Granata I | |
| Classifying Alzheimer's Disease using MRIs and Transcriptomic Data | 1-gen-2022 | Maddalena, Lucia; Maddalena, Lucia; Granata, Ilaria; Granata, Ilaria; Giordano, Maurizio; Giordano, Maurizio; Manzo, ; Guarracino, MARIO ROSARIO; Guarracino, MARIO ROSARIO; Mario, R; Alzheimer's Disease Neuroimaging Initiative, Adni | |
| Netpro2vec: a Graph Embedding Framework for Biomedical Applications | 1-gen-2022 | Manipur, I; Manzo, M; Granata, I; Giordano, M; Maddalena, L; Guarracino, Mr | |
| Netpro2vec: a graph embedding technique based on probability distribution representations of graphs and skip-gram learning model | 1-gen-2022 | Ichcha Manipur;Maurizio Giordano;Lucia Maddalena;Ilaria Granata | |
| TumorMet: A repository of tumor metabolic networks derived from context-specific Genome-Scale Metabolic Models. | 1-gen-2022 | Granata I; Manipur I; Giordano M; Maddalena L; Guarracino MR | |
| 16s rRNA of mucosal colon microbiome and CCL2 circulating levels are potential biomarkers in colorectal cancer | 1-gen-2021 | Nardelli, C; Granata, I; Nunziato, M; Setaro, M; Carbone, F; Zulli, C; Pilone, V; Capoluongo, Ed; De Palma, Gd; Corcione, F; Matarese, G; Salvatore, F; Sacchetti, L | |
| A Framework Based on Metabolic Networks and Biomedical Images Data to Discriminate Glioma Grades | 1-gen-2021 | L. Maddalena; I. Granata; I. Manipur; M. Manzo;M.R. Guarracino | |
| Defining the signalling determinants of a posterior ventral spinal cord identity in human neuromesodermal progenitor derivatives | 1-gen-2021 | Guarracino, MARIO ROSARIO; Granata, Ilaria | |
| Graph Embedding for Biological Networks | 1-gen-2021 | Maurizio Giordano; Ilaria Granata; Mario Rosario Guarracino; Lucia Maddalena; Mario Manzo | |
| Learning from metabolic networks: Current trends and future directions for precision medicine | 1-gen-2021 | Granata I.; Manzo M.; Kusumastuti A.; Guarracino M.R. | |
| SRSF1-dependent inhibition of C9ORF72-repeat RNA nuclear export: genome-wide mechanisms for neuroprotection in amyotrophic lateral sclerosis | 1-gen-2021 | Castelli L.M.; Cutillo L.; Souza C.D.S.; SanchezMartinez A.; Granata I.; Lin Y.H.; Myszczynska M.A.; Heath P.R.; Livesey M.R.; Ning K.; Azzouz M.; Shaw P.J.; Guarracino M.R.; Whitworth A.J.; Ferraiuolo L.; Milo M.; Hautbergue G.M. | |
| Characterization of the duodenal mucosal microbiome in obese adult subjects by 16s rrna sequencing | 1-gen-2020 | Nardelli C.; Granata I.; D'argenio V.; Tramontano S.; Compare D.; Guarracino M.R.; Nardone G.; Pilone V.; Sacchetti L. | |
| Clustering analysis of tumor metabolic networks | 1-gen-2020 | Manipur I.; Granata I.; Maddalena L.; Guarracino M.R. | |
| Duodenal Metatranscriptomics to Define Human and Microbial Functional Alterations Associated with Severe Obesity: A Pilot Study | 1-gen-2020 | Granata, Ilaria; Granata, Ilaria; Nardelli, ; Carmela, ; D'Argenio, ; Valeria, ; Tramontano, ; Salvatore, ; Compare, ; Debora, ; Guarracino, MARIO ROSARIO; Rosario, Mario; Nardone, ; Gerardo, ; Pilone, ; Vincenzo, ; Sacchetti, ; Lucia, | |
| Glioma Grade Classification via Omics Imaging | 1-gen-2020 | Lucia Maddalena;Ilaria Granata;Ichcha Manipur;Mario Manzo;Mario R. Guarracino |