Isabella Castiglioni

According to our database, Isabella Castiglioni authored at least 26 papers between 2001 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Pan-cancer classification of multi-omics data based on machine learning models.

Claudia Cava, Soudabeh Sabetian, Christian Salvatore, Isabella Castiglioni

Netw. Model. Anal. Health Informatics Bioinform., December, 2024

Machine learning predicts pulmonary Long Covid sequelae using clinical data.

Ermanno Cordelli, Paolo Soda, Sara Citter, Elia Schiavon, Christian Salvatore, Deborah Fazzini, Greta Clementi, Michaela Cellina, Andrea Cozzi, Chandra Bortolotto, Lorenzo Preda, Luisa Francini, Matteo Tortora, Isabella Castiglioni, Sergio Papa, Diego Sona, Marco Alì

BMC Medical Informatics Decis. Mak., December, 2024

2022

LACE: Inference of cancer evolution models from longitudinal single-cell sequencing data.

Daniele Ramazzotti, Fabrizio Angaroni, Davide Maspero, Gianluca Ascolani, Isabella Castiglioni, Rocco Piazza, Marco Antoniotti, Alex Graudenzi

J. Comput. Sci., 2022

2021

Patient-Specific Network for Personalized Breast Cancer Therapy with Multi-Omics Data.

Claudia Cava, Soudabeh Sabetian, Isabella Castiglioni

Entropy, 2021

2020

Perturbations of pathway co-expression network identify a core network in metastatic breast cancer.

Claudia Cava, Simone Pini, Donatella Taramelli, Isabella Castiglioni

Comput. Biol. Chem., 2020

2019

Integration of networks and pathways with StarBioTrek package.

Claudia Cava, Isabella Castiglioni

R J., 2019

Portrait of Tissue-Specific Coexpression Networks of Noncoding RNAs (miRNA and lncRNA) and mRNAs in Normal Tissues.

Claudia Cava, Gloria Bertoli, Isabella Castiglioni

Comput. Math. Methods Medicine, 2019

Texture descriptors and voxels for the early diagnosis of Alzheimer's disease.

Loris Nanni, Sheryl Brahnam, Christian Salvatore, Isabella Castiglioni, Alzheimer's Disease Neuroimaging Initiative

Artif. Intell. Medicine, 2019

2016

Combining multiple approaches for the early diagnosis of Alzheimer's Disease.

Loris Nanni, Christian Salvatore, Antonio Cerasa, Isabella Castiglioni

Pattern Recognit. Lett., 2016

How interacting pathways are regulated by miRNAs in breast cancer subtypes.

Claudia Cava, Antonio Colaprico, Gloria Bertoli, Gianluca Bontempi, Giancarlo Mauri, Isabella Castiglioni

BMC Bioinform., 2016

2015

The Compression Flow as a Measure to Estimate the Brain Connectivity Changes in Resting State fMRI and 18FDG-PET Alzheimer's Disease Connectomes.

Antonio G. Zippo, Isabella Castiglioni, Virginia M. Borsa, Gabriele E. M. Biella

Frontiers Comput. Neurosci., 2015

An Adaptive Thresholding Method for BTV Estimation Incorporating PET Reconstruction Parameters: A Multicenter Study of the Robustness and the Reliability.

Marco Brambilla, Roberta Matheoud, Chiara Basile, Christian Bracco, Isabella Castiglioni, Carlo Cavedon, Marta Cremonesi, Sabrina Morzenti, Federica Fioroni, Maria Grazia Giri, Francesca Botta, Francesca Gallivanone, Elisa Grassi, Massimiliano Pacilio, Elena De Ponti, Michele Stasi, Stefano Pasetto, Serena Valzano, Daniela Maria Zanni

Comput. Math. Methods Medicine, 2015

Integrating genetics and epigenetics in breast cancer: biological insights, experimental, computational methods and therapeutic potential.

Claudia Cava, Gloria Bertoli, Isabella Castiglioni

BMC Syst. Biol., 2015

2014

A Standardized [18F]-FDG-PET Template for Spatial Normalization in Statistical Parametric Mapping of Dementia.

Pasquale Anthony Della Rosa, Chiara Cerami, Francesca Gallivanone, Annapaola Prestia, Anna Caroli, Isabella Castiglioni, Maria Carla Gilardi, Giovanni B. Frisoni, Karl J. Friston, John Ashburner, Daniela Perani

Neuroinformatics, 2014

Combined analysis of chromosomal instabilities and gene expression for colon cancer progression inference.

Claudia Cava, Italo Zoppis, Manuela Gariboldi, Isabella Castiglioni, Giancarlo Mauri, Marco Antoniotti

J. Clin. Bioinform., 2014

Computerized Neuropsychological Assessment in Aging: Testing Efficacy and Clinical Ecology of Different Interfaces.

Matteo Canini, Petronilla Battista, Pasquale Anthony Della Rosa, Eleonora Catricalà, Christian Salvatore, Maria Carla Gilardi, Isabella Castiglioni

Comput. Math. Methods Medicine, 2014

Pathway-based expression profile for breast cancer diagnoses.

Claudia Cava, Gloria Bertoli, Isabella Castiglioni

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

2013

A Graph-Based Method for PET Image Segmentation in Radiotherapy Planning: A Pilot Study.

Alessandro Stefano, Salvatore Vitabile, Giorgio Russo, Massimo Ippolito, Daniele Sardina, Maria G. Sabini, Francesca Gallivanone, Isabella Castiglioni, Maria Carla Gilardi

Proceedings of the Image Analysis and Processing - ICIAP 2013, 2013

Combination of gene expression and genome copy number alteration has a prognostic value for breast cancer.

Claudia Cava, Italo Zoppis, Giancarlo Mauri, M. Ripamonti, Francesca Gallivanone, Christian Salvatore, Maria Carla Gilardi, Isabella Castiglioni

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Candidate biomarkers for response to tamoxifen in breast cancer metastatic patients.

Claudia Cava, Gloria Bertoli, Italo Zoppis, Giancarlo Mauri, Maria Carla Gilardi, Isabella Castiglioni

Proceedings of the 13th IEEE International Conference on BioInformatics and BioEngineering, 2013

Copy-Number Alterations for Tumor Progression Inference.

Claudia Cava, Italo Zoppis, Manuela Gariboldi, Isabella Castiglioni, Giancarlo Mauri, Marco Antoniotti

Proceedings of the Artificial Intelligence in Medicine, 2013

2012

A Decision Support System for the assisted diagnosis of brain tumors: A feasibility study for ¹⁸F-FDG PET preclinical studies.

Eleonora Grosso, Míriam López, Christian Salvatore, Francesca Gallivanone, Giuseppe Di Grigoli, Silvia Valtorta, Rosa Maria Moresco, Maria Carla Gilardi, Javier Ramírez, Juan Manuel Górriz, Isabella Castiglioni

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

2011

Grid-distributed Statistical Parametric Mapping of SPECT and PET Neuroimages.

Isabella Castiglioni, Barbara Canesi, Andrea Schenone, Marco Fato, Daniela Perani, Maria Carla Gilardi

Neuroinformatics, 2011

2008

Inter-modal selective 3D coding of PET-CT datasets.

Alberto Signoroni, Stefano Masneri, Riccardo Leonardi, Isabella Castiglioni

Proceedings of the 2008 16th European Signal Processing Conference, 2008

2006

Early Diagnosis of Alzheimer's Disease Using a Grid Implementation of Statistical Parametric Mapping Analysis.

Stefano Bagnasco, Francesco Beltrame, Barbara Canesi, Isabella Castiglioni, Piergiorgio Cerello, Sorin Cristian Cheran, Maria Carla Gilardi, Ernesto Lopez Torres, Elisa Molinari, Andrea Schenone, Livia Torterolo

Proceedings of the Challenges and Opportunities of HealthGrids, 2006

2001

Acupuncture Produces Central Activations in Pain Regions.

Gabriele E. M. Biella, Maria Luisa Sotgiu, Giulio Pellegata, Eraldo Paulesu, Isabella Castiglioni, Ferruccio Fazio

NeuroImage, 2001