Giovanna Nicora

31 papers B 3Misc 1Journal 15Unranked 12

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Clinical Outcome Measurement Scales: A Domain Ontology and a Use Case for Stroke Rehabilitation. AIME (2) Lucia Sacchi, Giovanna Nicora, Irene Aprile, Silvana Quaglini
2025	J	`jnl`	Editorial - A Journal that Promotes Excellence Through Uncompromising Review Process: Reflection of Freedom of Speech and Scientific Publication. Int. J. Neural Syst. Zvi Kam, Giovanna Nicora
2025	J	`jnl`	End-User Confidence in Artificial Intelligence-Based Predictions Applied to Biomedical Data. Int. J. Neural Syst. Zvi Kam, Lorenzo Peracchio, Giovanna Nicora
2025	—	`conf`	Exploring Usability Standards in Robotic Rehabilitation: A Meta-Analysis of System Usability Scale Scores. ICORR Giovanna Nicora, Gabriele Santangelo, Giacomo Marzero, Arianna Dagliati, Irene Aprile, Silvana Quaglini
2025	J	`jnl`	How good is your synthetic data? SynthRO, a dashboard to evaluate and benchmark synthetic tabular data. BMC Medical Informatics Decis. Mak. Gabriele Santangelo, Giovanna Nicora, Riccardo Bellazzi, Arianna Dagliati
2025	J	`jnl`	RelAI: an automated approach to judge pointwise ML prediction reliability. Int. J. Medical Informatics Lorenzo Peracchio, Giovanna Nicora, Enea Parimbelli, Tommaso Mario Buonocore, Eleonora Tavazzi, Roberto Bergamaschi, Arianna Dagliati, Riccardo Bellazzi
2025	J	`jnl`	SARITA: a large language model for generating the S1 subunit of the SARS-CoV-2 spike protein. Briefings Bioinform. Simone Rancati, Giovanna Nicora, Laura Bergomi, Tommaso Mario Buonocore, Daniel M. Czyz, Enea Parimbelli, Riccardo Bellazzi, Marco Salemi, Mattia Prosperi, Simone Marini
2025	—	`conf`	SignalGrad-CAM: Beyond Image Explanation. xAI (Late-breaking Work, Demos, Doctoral Consortium) Samuele Pe, Tommaso Mario Buonocore, Giovanna Nicora, Enea Parimbelli
2025	—	`conf`	Upper Limb Movements Simulations with Generative Diffusion Models. AIME (2) Gabriele Santangelo, Chiara Alessi, Nikolas Sacchi, Giovanna Nicora, Riccardo Bellazzi, Antonella Ferrara, Arianna Dagliati
2025	J	`jnl`	Which explanations do clinicians prefer? A comparative evaluation of XAI understandability and actionability in predicting the need for hospitalization. BMC Medical Informatics Decis. Mak. Laura Bergomi, Giovanna Nicora, Marta Anna Orlowska, Chiara Podrecca, Riccardo Bellazzi, Caterina Fregosi, Francesco Salinaro, Marco Bonzano, Giuseppe Crescenzi, Francesco Speciale, Santi Di Pietro, Valentina Zuccaro, Erika Asperges, Paolo Sacchi, Pietro Valsecchi, Elisabetta Pagani, Michele Catalano, Chandra Bortolotto, Lorenzo Preda, Enea Parimbelli
2024	J	`jnl`	Bayesian Networks in the Management of Hospital Admissions: A Comparison between Explainable AI and Black Box AI during the Pandemic. J. Imaging Giovanna Nicora, Michele Catalano, Chandra Bortolotto, Marina Francesca Achilli, Gaia Messana, Antonio Lo Tito, Alessio Consonni, Sara Cutti, Federico Comotto, Giulia Maria Stella, Angelo Corsico, Stefano Perlini, Riccardo Bellazzi, Raffaele Bruno, Lorenzo Preda
2024	—	`conf`	Do You Trust Your Model Explanations? An Analysis of XAI Performance Under Dataset Shift. AIME (2) Lorenzo Peracchio, Giovanna Nicora, Tommaso Mario Buonocore, Riccardo Bellazzi, Enea Parimbelli
2024	J	`jnl`	Evaluation of Predictive Reliability to Foster Trust in Artificial Intelligence. A case study in Multiple Sclerosis. CoRR Lorenzo Peracchio, Giovanna Nicora, Enea Parimbelli, Tommaso Mario Buonocore, Roberto Bergamaschi, Eleonora Tavazzi, Arianna Dagliati, Riccardo Bellazzi
2024	J	`jnl`	Forecasting dominance of SARS-CoV-2 lineages by anomaly detection using deep AutoEncoders. Briefings Bioinform. Simone Rancati, Giovanna Nicora, Mattia Prosperi, Riccardo Bellazzi, Marco Salemi, Simone Marini
2024	J	`jnl`	Introducing Δ-XAI: a novel sensitivity-based method for local AI explanations. CoRR Alessandro De Carlo, Enea Parimbelli, Nicola Melillo, Giovanna Nicora
2024	—	`conf`	Sequencing Efforts and Epidemiological Trends: Analyzing SARS-CoV-2 Dynamics Across European Nations. BIBM Simone Rancati, Daniele Pala, Simone Marini, Marco Salemi, Riccardo Bellazzi, Giovanna Nicora
2024	—	`conf`	SynthCheck: A Dashboard for Synthetic Data Quality Assessment. BIOSTEC (2) Gabriele Santangelo, Giovanna Nicora, Riccardo Bellazzi, Arianna Dagliati
2024	—	`conf`	Systematic Comparison of Machine Learning for Activity Recognition in Cross-Subject vs. NonCross-Subject Scenarios: A Preliminary Analysis. RTSI Samuele Pe, Giovanna Nicora, Bruna Maria Vittoria Guerra, Stefania Sozzi, Enea Parimbelli
2023	—	`conf`	Predicting and Explaining Risk of Disease Worsening Using Temporal Features in Multiple Sclerosis. CLEF (Working Notes) Tommaso Mario Buonocore, Pietro Bosoni, Giovanna Nicora, Mahin Vazifehdan, Riccardo Bellazzi, Enea Parimbelli, Arianna Dagliati
2023	J	`jnl`	Why did AI get this one wrong? - Tree-based explanations of machine learning model predictions. Artif. Intell. Medicine Enea Parimbelli, Tommaso Mario Buonocore, Giovanna Nicora, Wojtek Michalowski, Szymon Wilk, Riccardo Bellazzi
2022	—	`conf`	Dynamic Prediction of Non-Neutral SARS-Cov-2 Variants Using Incremental Machine Learning. MIE Giovanna Nicora, Simone Marini, Marco Salemi, Riccardo Bellazzi
2022	J	`jnl`	Evaluating pointwise reliability of machine learning prediction. J. Biomed. Informatics Giovanna Nicora, Miguel Rios, Ameen Abu-Hanna, Riccardo Bellazzi
2022	—	`conf`	Evaluation of XAI on ALS 6-months mortality prediction. CLEF (Working Notes) Tommaso Mario Buonocore, Giovanna Nicora, Arianna Dagliati, Enea Parimbelli
2021	B	`conf`	A Topological Data Analysis Mapper of the Ovarian Folliculogenesis Based on MALDI Mass Spectrometry Imaging Proteomics. AIME Giulia Campi, Giovanna Nicora, Giulia Fiorentino, Andrew Smith, Fulvio Magni, Silvia Garagna, Maurizio Zuccotti, Riccardo Bellazzi
2021	—	`conf`	ALFABETO: Supporting COVID-19 Hospital Admissions with Bayesian Networks. SMARTERCARE@AI*IA Giovanna Nicora, Antonio Lo Tito, Antonella Donatelli, Giovanni Callea, Carla Biasibetti, Maria Vittoria Galli, Federico Comotto, Chandra Bortolotto, Stefano Perlini, Lorenzo Preda, Riccardo Bellazzi
2021	J	`jnl`	The Gene Mover's Distance: Single-cell similarity via Optimal Transport. CoRR Riccardo Bellazzi, Andrea Codegoni, Stefano Gualandi, Giovanna Nicora, Eleonora Vercesi
2021	J	`jnl`	Tree-based local explanations of machine learning model predictions, AraucanaXAI. CoRR Enea Parimbelli, Giovanna Nicora, Szymon Wilk, Wojtek Michalowski, Riccardo Bellazzi
2020	Misc	`conf`	A Reliable Machine Learning Approach applied to Single-Cell Classification in Acute Myeloid Leukemia. AMIA Giovanna Nicora, Riccardo Bellazzi
2020	J	`jnl`	A continuous-time Markov model approach for modeling myelodysplastic syndromes progression from cross-sectional data. J. Biomed. Informatics Giovanna Nicora, F. Moretti, Elisabetta Sauta, Matteo Giovanni Della Porta, Luca Malcovati, Mario Cazzola, Silvana Quaglini, Riccardo Bellazzi
2019	B	`conf`	A Rule-Based Expert System for Automatic Implementation of Somatic Variant Clinical Interpretation Guidelines. AIME Giovanna Nicora, Ivan Limongelli, Riccardo Cova, Matteo Giovanni Della Porta, Luca Malcovati, Mario Cazzola, Riccardo Bellazzi
2019	B	`conf`	A Semi-supervised Learning Approach for Pan-Cancer Somatic Genomic Variant Classification. AIME Giovanna Nicora, Simone Marini, Ivan Limongelli, Ettore Rizzo, Stefano Montoli, Francesca Floriana Tricomi, Riccardo Bellazzi