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Giovanna Nicora
ORCID
Publication Activity (10 Years)
Years Active: 2019-2023
Publications (10 Years): 13
Top Topics
Markov Model
Pointwise
Colon Cancer
E Learning
Top Venues
AIME
CoRR
J. Biomed. Informatics
CLEF (Working Notes)
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Publications
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Enea Parimbelli
,
Tommaso Mario Buonocore
,
Giovanna Nicora
,
Wojtek Michalowski
,
Szymon Wilk
,
Riccardo Bellazzi
Why did AI get this one wrong? - Tree-based explanations of machine learning model predictions.
Artif. Intell. Medicine
135 (2023)
Tommaso Mario Buonocore
,
Pietro Bosoni
,
Giovanna Nicora
,
Mahin Vazifehdan
,
Riccardo Bellazzi
,
Enea Parimbelli
,
Arianna Dagliati
Predicting and Explaining Risk of Disease Worsening Using Temporal Features in Multiple Sclerosis.
CLEF (Working Notes)
(2023)
Giovanna Nicora
,
Simone Marini
,
Marco Salemi
,
Riccardo Bellazzi
Dynamic Prediction of Non-Neutral SARS-Cov-2 Variants Using Incremental Machine Learning.
MIE
(2022)
Tommaso Mario Buonocore
,
Giovanna Nicora
,
Arianna Dagliati
,
Enea Parimbelli
Evaluation of XAI on ALS 6-months mortality prediction.
CLEF (Working Notes)
(2022)
Giovanna Nicora
,
Miguel Rios
,
Ameen Abu-Hanna
,
Riccardo Bellazzi
Evaluating pointwise reliability of machine learning prediction.
J. Biomed. Informatics
127 (2022)
Enea Parimbelli
,
Giovanna Nicora
,
Szymon Wilk
,
Wojtek Michalowski
,
Riccardo Bellazzi
Tree-based local explanations of machine learning model predictions, AraucanaXAI.
CoRR
(2021)
Riccardo Bellazzi
,
Andrea Codegoni
,
Stefano Gualandi
,
Giovanna Nicora
,
Eleonora Vercesi
The Gene Mover's Distance: Single-cell similarity via Optimal Transport.
CoRR
(2021)
Giovanna Nicora
,
Antonio Lo Tito
,
Antonella Donatelli
,
Giovanni Callea
,
Carla Biasibetti
,
Maria Vittoria Galli
,
Federico Comotto
,
Chandra Bortolotto
,
Stefano Perlini
,
Lorenzo Preda
,
Riccardo Bellazzi
ALFABETO: Supporting COVID-19 Hospital Admissions with Bayesian Networks.
SMARTERCARE@AI*IA
(2021)
Giulia Campi
,
Giovanna Nicora
,
Giulia Fiorentino
,
Andrew Smith
,
Fulvio Magni
,
Silvia Garagna
,
Maurizio Zuccotti
,
Riccardo Bellazzi
A Topological Data Analysis Mapper of the Ovarian Folliculogenesis Based on MALDI Mass Spectrometry Imaging Proteomics.
AIME
(2021)
Giovanna Nicora
,
Riccardo Bellazzi
A Reliable Machine Learning Approach applied to Single-Cell Classification in Acute Myeloid Leukemia.
AMIA
(2020)
Giovanna Nicora
,
F. Moretti
,
Elisabetta Sauta
,
Matteo Giovanni Della Porta
,
Luca Malcovati
,
Mario Cazzola
,
Silvana Quaglini
,
Riccardo Bellazzi
A continuous-time Markov model approach for modeling myelodysplastic syndromes progression from cross-sectional data.
J. Biomed. Informatics
104 (2020)
Giovanna Nicora
,
Simone Marini
,
Ivan Limongelli
,
Ettore Rizzo
,
Stefano Montoli
,
Francesca Floriana Tricomi
,
Riccardo Bellazzi
A Semi-supervised Learning Approach for Pan-Cancer Somatic Genomic Variant Classification.
AIME
(2019)
Giovanna Nicora
,
Ivan Limongelli
,
Riccardo Cova
,
Matteo Giovanni Della Porta
,
Luca Malcovati
,
Mario Cazzola
,
Riccardo Bellazzi
A Rule-Based Expert System for Automatic Implementation of Somatic Variant Clinical Interpretation Guidelines.
AIME
(2019)