CASTIGLIONI, ISABELLA
CASTIGLIONI, ISABELLA
DIPARTIMENTO DI FISICA "GIUSEPPE OCCHIALINI"
X-rays radiomics-based machine learning classification of atypical cartilaginous tumour and high-grade chondrosarcoma of long bones
2024 Gitto, S; Annovazzi, A; Nulle, K; Interlenghi, M; Salvatore, C; Anelli, V; Baldi, J; Messina, C; Albano, D; Di Luca, F; Armiraglio, E; Parafioriti, A; Luzzati, A; Biagini, R; Castiglioni, I; Sconfienza, L
Computational analysis of five neurodegenerative diseases reveals shared and specific genetic loci
2023 Maselli, F; D’Antona, S; Utichi, M; Arnaudi, M; Castiglioni, I; Porro, D; Papaleo, E; Gandellini, P; Cava, C
From genetic correlations of Alzheimer's disease to classification with artificial neural network models
2023 Cava, C; D'Antona, S; Maselli, F; Castiglioni, I; Porro, D
MRI radiomics-based machine learning for classification of deep-seated lipoma and atypical lipomatous tumor of the extremities
2023 Gitto, S; Interlenghi, M; Cuocolo, R; Salvatore, C; Giannetta, V; Badalyan, J; Gallazzi, E; Spinelli, M; Gallazzi, M; Serpi, F; Messina, C; Albano, D; Annovazzi, A; Anelli, V; Baldi, J; Aliprandi, A; Armiraglio, E; Parafioriti, A; Daolio, P; Luzzati, A; Biagini, R; Castiglioni, I; Sconfienza, L
MRI-based artificial intelligence to predict infection following total hip arthroplasty failure
2023 Albano, D; Gitto, S; Messina, C; Serpi, F; Salvatore, C; Castiglioni, I; Zagra, L; De Vecchi, E; Sconfienza, L
An innovative protocol for the study of painting materials involving the combined use of MA-XRF maps and hyperspectral images
2022 Galli, A; Caccia, M; Caglio, S; Bonizzoni, L; Castiglioni, I; Gironda, M; Alberti, R; Martini, M
Development and Validation of an AI-driven Mammographic Breast Density Classification Tool Based on Radiologist Consensus
2022 Magni, V; Interlenghi, M; Cozzi, A; Ali, M; Salvatore, C; Azzena, A; Capra, D; Carriero, S; Della Pepa, G; Fazzini, D; Granata, G; Monti, C; Muscogiuri, G; Pellegrino, G; Schiaffino, S; Castiglioni, I; Papa, S; Sardanelli, F
LACE: Inference of cancer evolution models from longitudinal single-cell sequencing data
2022 Ramazzotti, D; Angaroni, F; Maspero, D; Ascolani, G; Castiglioni, I; Piazza, R; Antoniotti, M; Graudenzi, A
Transcriptional Profiling of Hippocampus Identifies Network Alterations in Alzheimer’s Disease
2022 Quarato, V; D'Antona, S; Battista, P; Zupo, R; Sardone, R; Castiglioni, I; Porro, D; Frasca, M; Cava, C
Variant calling from scRNA-seq data allows the assessment of cellular identity in patient-derived cell lines
2022 Ramazzotti, D; Angaroni, F; Maspero, D; Ascolani, G; Castiglioni, I; Piazza, R; Antoniotti, M; Graudenzi, A
A decision support system based on radiomics and machine learning to predict the risk of malignancy of ovarian masses from transvaginal ultrasonography and serum CA-125
2021 Chiappa, V; Interlenghi, M; Bogani, G; Salvatore, C; Bertolina, F; Sarpietro, G; Signorelli, M; Ronzulli, D; Castiglioni, I; Raspagliesi, F
A Low-Dose CT-Based Radiomic Model to Improve Characterization and Screening Recall Intervals of Indeterminate Prevalent Pulmonary Nodules
2021 Rundo, L; Ledda, R; di Noia, C; Sala, E; Mauri, G; Milanese, G; Sverzellati, N; Apolone, G; Gilardi, M; Messa, M; Castiglioni, I; Pastorino, U
Amyotrophic lateral sclerosis: A diet review
2021 D'Antona, S; Caramenti, M; Porro, D; Castiglioni, I; Cava, C
Applying Hyperspectral Reflectance Imaging to Investigate the Palettes and the Techniques of Painters
2021 Caccia, M; Caglio, S; Galli, A; Interlenghi, M; Castiglioni, I; Martini, M
Artificial Intelligence Applied to Chest X-ray for Differential Diagnosis of COVID-19 Pneumonia
2021 Salvatore, C; Interlenghi, M; Monti, C; Ippolito, D; Capra, D; Cozzi, A; Schiaffino, S; Polidori, A; Gandola, D; Alì, M; Castiglioni, I; Messa, C; Sardanelli, F
Imaging and spectroscopic data combined to disclose the painting techniques and materials in the fifteenth century Leonardo atelier in Milan
2021 Galli, A; Gargano, M; Bonizzoni, L; Bruni, S; Interlenghi, M; Longoni, M; Passaretti, A; Caccia, M; Salvatore, C; Castiglioni, I; Martini, M
Machine learning applied on chest x-ray can aid in the diagnosis of COVID-19: a first experience from Lombardy, Italy
2021 Castiglioni, I; Ippolito, D; Interlenghi, M; Monti, C; Salvatore, C; Schiaffino, S; Polidori, A; Gandola, D; Messa, C; Sardanelli, F
Minor Allele Frequencies and Molecular Pathways Differences for SNPs Associated with Amyotrophic Lateral Sclerosis in Subjects Participating in the UKBB and 1000 Genomes Project
2021 D'Antona, S; Bertoli, G; Castiglioni, I; Cava, C
Radiomics and gene expression profile to characterise the disease and predict outcome in patients with lung cancer
2021 Kirienko, M; Sollini, M; Corbetta, M; Voulaz, E; Gozzi, N; Interlenghi, M; Gallivanone, F; Castiglioni, I; Asselta, R; Duga, S; Solda, G; Chiti, A
Interpreting pathways to discover cancer driver genes with Moonlight
2020 Colaprico, A; Olsen, C; Bailey, M; Odom, G; Terkelsen, T; Silva, T; Olsen, A; Cantini, L; Zinovyev, A; Barillot, E; Noushmehr, H; Bertoli, G; Castiglioni, I; Cava, C; Bontempi, G; Chen, X; Papaleo, E