Sfoglia per Autore
Predictive Digital Twins for Congestive Heart Failure Patients
2025-01-01 Torzoni, Matteo; Massi, MICHELA CARLOTTA; Carnevali, Davide; di Angelantonio, Emanuele; Ieva, Francesca; Manzoni, Andrea
Predictive digital twins for health monitoring: From structural safety to personalized medicine
2025-01-01 Torzoni, Matteo; Tezzele, Marco; Massi, MICHELA CARLOTTA; Carnevali, Davide; Varetti, Eugenio; Di Angelantonio, Emanuele; Mariani, Stefano; Ieva, Francesca; Manzoni, Andrea; Willcox, Karen
CT-radiomics and pathological tumor response to systemic therapy: A predictive analysis for colorectal liver metastases. Development and internal validation of a clinical-radiomic model
2025-01-01 Ammirabile, Angela; Cavinato, Lara; Ferro, Carola Anna Paolina; Fiz, Francesco; Savino, Matteo Stefano; Russolillo, Nadia; Balbo Mussetto, Annalisa; Ragaini, Elisa Maria; Lanza, Ezio; Akpinar, Reha; Procopio, Fabio; Francone, Marco; Terracciano, Luigi Maria; Gallo, Teresa; De Rosa, Giovanni; Ferrero, Alessandro; Di Tommaso, Luca; Ieva, Francesca; Torzilli, Guido; Viganò, Luca
Real-world effectiveness of influenza vaccination in preventing influenza and influenza-like illness in children
2025-01-01 Rigamonti, Vera; Torri, Vittorio; Morris, Shaun K.; Ieva, Francesca; Giaquinto, Carlo; Donà, Daniele; Di Chiara, Costanza; Cantarutti, Anna
Data analytics for real-world data integration in TKI-treated NSCLC patients using electronic health records
2025-01-01 Mazzeo, L.; Corso, F.; Baili, P.; Scotti, F.; Torri, V.; Ganzinelli, M.; Mišković, V.; Leporati, R.; Provenzano, L.; Spagnoletti, A.; Silvestri, C.; Giani, C.; Cavalli, C.; di Mauro, R. M.; Meazza Prina, M.; Proto, C.; Brambilla, M.; Occhipinti, M.; Manglaviti, S.; Beninato, T.; Miliziano, D.; Dumitrascu, A. D.; Di Liberti, G.; Cassano, T. S.; de Braud, F. G. M.; Russo, G. L.; Cappozzo, A.; Paganoni, A. M.; Ieva, F.; Prelaj, A.
A Statistical Significance-Based Approach for Clustering Grouped Data via Generalized Linear Model with Discrete Random Effects
2025-01-01 Ragni, A.; Masci, C.; Ieva, F.; Paganoni, A. M.
Flexible approaches based on multi-state models and microsimulation to perform real-world cost-effectiveness analyses: an application to pcsk9-inhibitors
2024-01-01 Gregorio, Caterina; Rea, Federico; Ieva, Francesca; Scagnetto, Arjuna; Indennidate, Carla; Cappelletto, Chiara; Di Lenarda, Andrea; Barbati, Giulia
A NLP-based semi-automatic identification system for delays in follow-up examinations: an Italian case study on clinical referrals
2024-01-01 Torri, Vittorio; Ercolanoni, Michele; Bortolan, Francesco; Leoni, Olivia; Ieva, Francesca
A Spearman dependence matrix for multivariate functional data
2024-01-01 Ieva, F.; Ronzulli, M.; Romo, J.; Paganoni, A. M.
Deep generative models to improve polygenic risk scores’ accuracy and portability across ancestries and admixtures
2024-01-01 Lampis, A.; Massi, M. C.; Vergani, A. M.; Matteucci, M.; Ieva, F.; Di Angelantonio, E.
Patients’ Radiation Exposure During Endovascular Abdominal Aortic Aneurysm Repair
2024-01-01 Mandigers, Tim J.; Fulgheri, Irene; Pugliese, Giorgia; Bissacco, Daniele; Savarè, Laura; Ieva, Francesca; Campoleoni, Mauro; van Herwaarden, Joost A.; Trimarchi, Santi; Domanin, Maurizio
Unsupervised phenotyping and genetic discovery in 62,495 cardiac MRIs
2024-01-01 Ometto, S.; Chatterjee, S.; Vergani, A. M.; Visconti, A.; Bianchi, E.; Giacopuzzi, E.; Landini, A.; Sharapov, S.; Cisternino, F.; Soda, E.; Ieva, F.; Di Angelantonio, E.; Pirastu, N.; Glastonbury, C. A.
Diagnosis of cardiovascular diseases using interpretable cardiac magnetic resonance-derived latent factors
2024-01-01 Vergani, ANDREA MARIO; Chatterjee, Soumick; Ometto, Sara; Andrea Pivato, Carlo; Visconti, Alessia; Glastonbury, Craig A.; Masseroli, Marco; Ieva, Francesca; Di Angelantonio, Emanuele
A predictive Digital Twin framework for risk assessment in congestive heart failure
2024-01-01 Carnevali, Davide; Torzoni, Matteo; Massi, MICHELA CARLOTTA; di Angelantonio, Emanuele; Ieva, Francesca; Manzoni, Andrea
Prediction of incident cardiovascular events using omics-derived latent factors
2024-01-01 Vergani, ANDREA MARIO; Chatterjee, Soumick; Lampis, Andrea; Massi, MICHELA CARLOTTA; Ometto, Sara; Andrea Pivato, Carlo; Visconti, Alessia; Glastonbury, Craig A.; Masseroli, Marco; Ieva, Francesca; Di Angelantonio, Emanuele
Graph Neural Networks for clustering medical documents
2024-01-01 Torri, V.; Ieva, F.
Structuring Clinical Notes of Italian ST-elevation Myocardial Infarction Patients
2024-01-01 Torri, Vittorio; Mazzucato, Sara; Dalmiani, Stefano; Paradossi, Umberto; Passino, Claudio; Moccia, Sara; Micera, Silvestro; Ieva, Francesca
Estimation of dynamic Origin–Destination matrices in a railway transportation network integrating ticket sales and passenger count data
2024-01-01 Galliani, Greta; Secchi, Piercesare; Ieva, Francesca
Longitudinal Latent Overall Toxicity (LOTox) profiles in osteosarcoma: a new taxonomy based on latent Markov models.
2024-01-01 Spreafico, M.; Ieva, F.; Fiocco, M.
Unveiling the biological side of PET-derived biomarkers: a simulation-based approach applied to PDAC assessment
2024-01-01 Cavinato, Lara; Hong, Jimin; Wartenberg, Martin; Reinhard, Stefan; Seifert, Robert; Zunino, Paolo; Manzoni, Andrea; Ieva, Francesca; Chiti, Arturo; Rominger, Axel; Shi, Kuangyu
Inferential Tools for Assessing Dependence Across Response Categories in Multinomial Models with Discrete Random Effects
2024-01-01 Masci, C.; Ieva, F.; Paganoni, A. M.
Polimi at CLinkaRT: a Conditional Random Field vs a BERT-based approach
2023-01-01 Torri, V.; Ieva, F.
Clustering Italian medical texts: a case study on referrals
2023-01-01 Torri, V.; Ercolanoni, M.; Bortolan, F.; Leoni, O.; Ieva, F.
The FDA contribution to Health Data Science
2023-01-01 Ieva, Francesca
Editor's Choice – Comparison of the Reproducibility of Ultrasound Calliper Placement Methods in Abdominal Aortic Diameter Measurements: A Systematic Review and Meta-Analysis of Diagnostic Test Accuracy Studies
2023-01-01 Bissacco, Daniele; Mandigers, Tim J.; Savaré, Laura; Domanin, Maurizio; D’Oria, Mario; Ieva, Francesca; Van Herwaarden, Joost A.; Mani, Kevin; Wanhainen, Anders; Trimarchi, Santi
Capturing the variety of clinical pathways in patients with schizophrenic disorders through state sequences analysis
2023-01-01 Savaré, Laura; Ieva, Francesca; Corrao, Giovanni; Lora, Antonio
Radiomic Analysis of Intrahepatic Cholangiocarcinoma: Non-Invasive Prediction of Pathology Data: A Multicenter Study to Develop a Clinical–Radiomic Model
2023-01-01 Fiz, Francesco; Rossi, Noemi; Langella, Serena; Ruzzenente, Andrea; Serenari, Matteo; Ardito, Francesco; Cucchetti, Alessandro; Gallo, Teresa; Zamboni, Giulia; Mosconi, Cristina; Boldrini, Luca; Mirarchi, Mariateresa; Cirillo, Stefano; De Bellis, Mario; Pecorella, Ilaria; Russolillo, Nadia; Borzi, Martina; Vara, Giulio; Mele, Caterina; Ercolani, Giorgio; Giuliante, Felice; Ravaioli, Matteo; Guglielmi, Alfredo; Ferrero, Alessandro; Sollini, Martina; Chiti, Arturo; Torzilli, Guido; Ieva, Francesca; Viganò, Luca
Radiomics-Based Inter-Lesion Relation Network to Describe [18F]FMCH PET/CT Imaging Phenotypes in Prostate Cancer
2023-01-01 Cavinato, L.; Sollini, M.; Ragni, A.; Bartoli, F.; Zanca, R.; Pasqualetti, F.; Marciano, A.; Ieva, F.; Erba, P. A.
Risk Narratives on Immigration During the COVID-19 Crisis in Italy: A Comparative Analysis of Facebook Posts Published by Politicians and by News media
2023-01-01 Serafini, Luca; Gottlob, Anita; Pierri, Francesco; Ieva, Francesca; Ceri, Stefano
Learning high-order interactions for polygenic risk prediction
2023-01-01 Massi, M. C.; Franco, N. R.; Manzoni, A.; Paganoni, A. M.; Park, H. A.; Hoffmeister, M.; Brenner, H.; Chang-Claude, J.; Ieva, F.; Zunino, P.
Scaling survival analysis in healthcare with federated survival forests: A comparative study on heart failure and breast cancer genomics
2023-01-01 Archetti, A.; Ieva, F.; Matteucci, M.
The impact of public transport on the diffusion of COVID-19 pandemic in Lombardy during 2020
2023-01-01 Ieva, Francesca; Galliani, Greta; Secchi, Piercesare
A general framework for penalized mixed-effects multitask learning with applications on DNA methylation surrogate biomarkers creation
2023-01-01 Cappozzo, Andrea; Ieva, Francesca; Fiorito, Giovanni
A novel statistical-significance based semi-parametric GLMM for clustering countries standing on their innumeracy levels
2023-01-01 Ragni, A.; Masci, C.; Ieva, F.; Paganoni, A. M.
A tissue-aware simulation framework for [18F]FLT spatiotemporal uptake in pancreatic ductal adenocarcinoma
2023-01-01 Cavinato, Lara; Hong, Jimin; Reinhard, Stefan; Wartenberg, Martin; Zunino, Paolo; Manzoni, Andrea; Ieva, Francesca; Shi, Kuangyu
Clinical and Genomic-Based Decision Support System to Define the Optimal Timing of Allogeneic Hematopoietic Stem Cell Transplantation in Patients with Myelodysplastic Syndromes (MDS)
2023-01-01 Tentori, Cristina Astrid; Gregorio, Caterina; Robin, Marie; Gagelmann, Nico; Gurnari, Carmelo; Ball, Somedeb; Caballero Berrocal, Juan Carlos; Lanino, Luca; D'Amico, Saverio; Spreafico, Marta; Maggioni, Giulia; Travaglino, Erica; Sauta, Elisabetta; Meggendorfer, Manja; Zhao, Lin-Pierre; Bernardi, Massimo; Di Grazia, Carmen; Vago, Luca; Rivoli, Giulia; Borin, Lorenza Maria; Chiusolo, Patrizia; Giaccone, Luisa; Voso, Maria Teresa; Bewersdorf, Jan Philipp; Nibourel, Olivier; Díaz-Beyá, Marina; Jerez, Andres; Hernandez, Francisca Maria; Velázquez Kennedy, Kyra; Xicoy, Blanca; Ubezio, Marta; Campagna, Alessia; Russo, Antonio; Todisco, Gabriele; Mannina, Daniele; Bramanti, Stefania; Zampini, Matteo; Riva, Elena; Bicchieri, Marilena; Asti, Gianluca; Viviani, Filippo; Buizza, Alessandro; Tinterri, Benedetta; Bacigalupo, Andrea; Rambaldi, Alessandro; Passamonti, Francesco; Ciceri, Fabio; Savevski, Victor; Santoro, Armando; Al Ali, Najla H; Sallman, David A; Sole, Francesc; Garcia-Manero, Guillermo; Germing, Ulrich; Kordasti, Shahram; Santini, Valeria; Sanz, Guillermo; Kern, Wolfgang; Kubasch, Anne Sophie; Platzbecker, Uwe; Diez-Campelo, Maria; Maciejewski, Jaroslaw P.; Ades, Lionel; Fenaux, Pierre; Haferlach, Torsten; Zeidan, Amer M.; Castellani, Gastone; Komrokji, Rami S.; Ieva, Francesca; Della Porta, Matteo Giovanni
Ask Your Data - Supporting Data Science Processes by Combining AutoML and Conversational Interfaces
2023-01-01 Pido’, Sara; Pinoli, Pietro; Crovari, Pietro; Ieva, Francesca; Garzotto, Franca; Ceri, Stefano
Mapping Tumor Heterogeneity via Local Entropy Assessment: Making Biomarkers Visible
2023-01-01 Costa, Guido; Cavinato, Lara; Fiz, Francesco; Sollini, Martina; Chiti, Arturo; Torzilli, Guido; Ieva, Francesca; Viganò, Luca
Explainable domain transfer of distant supervised cancer subtyping model via imaging-based rules extraction
2023-01-01 Cavinato, Lara; Gozzi, Noemi; Sollini, Martina; Kirienko, Margarita; Carlo-Stella, Carmelo; Rusconi, Chiara; Chiti, Arturo; Ieva, Francesca
Dual adversarial deconfounding autoencoder for joint batch-effects removal from multi-center and multi-scanner radiomics data
2023-01-01 Cavinato, Lara; Massi, Michela Carlotta; Sollini, Martina; Kirienko, Margarita; Ieva, Francesca
Detecting early signals of COVID-19 outbreaks in 2020 in small areas by monitoring healthcare utilisation databases: first lessons learned from the Italian Alert_CoV project
2023-01-01 Merlo, I.; Crea, M.; Berta, P.; Ieva, F.; Carle, F.; Rea, F.; Porcu, G.; Savare, L.; De Maio, R.; Villa, M.; Cereda, D.; Leoni, O.; Bortolan, F.; Sechi, G. M.; Bella, A.; Pezzotti, P.; Brusaferro, S.; Blangiardo, G. C.; Fedeli, M.; Corrao, G.
Oligoscore: a clinical score to predict overall survival in patients with oligometastatic disease treated with stereotactic body radiotherapy
2022-01-01 Franceschini, Davide; Polenghi, Vanessa; Franzese, Ciro; Comito, Tiziana; Navarria, Pierina; D'Agostino, Giuseppe R; Ieva, Francesca; Scorsetti, Marta
Mixed-effects high-dimensional multivariate regression via group-lasso regularization
2022-01-01 Cappozzo, A.; Ieva, F.; Fiorito, G.
Semi-parametric generalized linear mixed effects models for binary response for the analysis of heart failure hospitalizations
2022-01-01 Ragni, A.; Masci, C.; Ieva, F.; Paganoni, A. M.
AWavelet-mixed Effect Landmark Model for the Effect of Potassium and Biomarkers Profiles on Survival in Heart Failure Patients
2022-01-01 Gregorio, C.; Barbati, G.; Ieva, F.
Multinomial Multilevel Models with Discrete Random Effects: a Multivariate Clustering Tool
2022-01-01 Masci, C.; Ieva, F.; Paganoni, A. M.
A neural network approach to survival analysis with time-dependent covariates for modelling time to cardiovascular diseases
2022-01-01 Corso, F.; Lurani Cernuschi, A.; Galli, L.; Masci, C.; Muccini, C.; Paganoni, A. M.; Ieva, F.
Optimal timing of bone-marrow transplant in myelodysplastic syndromes through multi-state modeling and microsimulation
2022-01-01 Gregorio, C.; Spreafico, M.; Ieva, F.
Personalised effect of discontinuing treatment in heart failure patients through multi-state modeling
2022-01-01 Gregorio, C.; Barbati, G.; Ieva, F.
Semiparametric Multinomial Mixed-Effects Models: a University Student Profiling Tool
2022-01-01 Masci, C.; Ieva, F.; Paganoni, A. M.
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