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Giovanna Nicora
Giovanna Nicora
Assistant professor
Adresă de e-mail confirmată pe unipv.it
Titlu
Citat de
Citat de
Anul
Integrated multi-omics analyses in oncology: a review of machine learning methods and tools
G Nicora, F Vitali, A Dagliati, N Geifman, R Bellazzi
Frontiers in oncology 10, 1030, 2020
2352020
Evaluating pointwise reliability of machine learning prediction
G Nicora, M Rios, A Abu-Hanna, R Bellazzi
Journal of Biomedical Informatics 127, 103996, 2022
762022
A machine learning approach based on ACMG/AMP guidelines for genomic variant classification and prioritization
G Nicora, S Zucca, I Limongelli, R Bellazzi, P Magni
Scientific reports 12 (1), 2517, 2022
572022
CardioVAI: An automatic implementation of ACMG‐AMP variant interpretation guidelines in the diagnosis of cardiovascular diseases
G Nicora, I Limongelli, P Gambelli, M Memmi, A Malovini, A Mazzanti, ...
Human mutation 39 (12), 1835-1846, 2018
492018
Cytoplasmic movements of the early human embryo: imaging and artificial intelligence to predict blastocyst development
G Coticchio, G Fiorentino, G Nicora, R Sciajno, F Cavalera, R Bellazzi, ...
Reproductive biomedicine online 42 (3), 521-528, 2021
362021
Why did AI get this one wrong?—Tree-based explanations of machine learning model predictions
E Parimbelli, TM Buonocore, G Nicora, W Michalowski, S Wilk, R Bellazzi
Artificial Intelligence in Medicine 135, 102471, 2023
342023
CAGI, the Critical Assessment of Genome Interpretation, establishes progress and prospects for computational genetic variant interpretation methods
Genome biology 25 (1), 53, 2024
332024
The Gene Mover's Distance: Single-cell similarity via Optimal Transport
R Bellazzi, A Codegoni, S Gualandi, G Nicora, E Vercesi
arXiv preprint arXiv:2102.01218, 2021
192021
A reliable machine learning approach applied to single-cell classification in acute myeloid leukemia
G Nicora, R Bellazzi
AMIA annual symposium proceedings 2020, 925, 2020
132020
Predicting emerging SARS-CoV-2 variants of concern through a One Class dynamic anomaly detection algorithm
G Nicora, M Salemi, S Marini, R Bellazzi
BMJ health & care informatics 29 (1), e100643, 2022
122022
Critical assessment of variant prioritization methods for rare disease diagnosis within the Rare Genomes Project
SL Stenton, MC O’Leary, G Lemire, GE VanNoy, S DiTroia, VS Ganesh, ...
Human Genomics 18 (1), 44, 2024
102024
A continuous-time Markov model approach for modeling myelodysplastic syndromes progression from cross-sectional data
G Nicora, F Moretti, E Sauta, M Della Porta, L Malcovati, M Cazzola, ...
Journal of Biomedical Informatics 104, 103398, 2020
72020
Artificial intelligence and machine learning: just a hype or a new opportunity for pharmacometrics
R Bartolucci, S Grandoni, N Melillo, G Nicora, E Sauta, EM Tosca, ...
Page Meet 28, 2019
72019
An AI-based approach driven by genotypes and phenotypes to uplift the diagnostic yield of genetic diseases
S Zucca, G Nicora, F De Paoli, MG Carta, R Bellazzi, P Magni, E Rizzo, ...
Human Genetics, 1-13, 2024
62024
MALDI mass spectrometry imaging shows a gradual change in the proteome landscape during mouse ovarian folliculogenesis
G Fiorentino, A Smith, G Nicora, R Bellazzi, F Magni, S Garagna, ...
Molecular Human Reproduction 29 (4), gaad006, 2023
62023
Performance of an AI algorithm during the different phases of the COVID pandemics: what can we learn from the AI and vice versa.
M Catalano, C Bortolotto, G Nicora, MF Achilli, A Consonni, L Ruongo, ...
European Journal of Radiology Open 11, 100497, 2023
52023
Evaluation of XAI on ALS 6-months mortality prediction.
TM Buonocore, G Nicora, A Dagliati, E Parimbelli
CLEF (Working Notes), 1228-1235, 2022
52022
Correlation between PD-L1 Expression of Non-Small Cell Lung Cancer and Data from IVIM-DWI Acquired during Magnetic Resonance of the Thorax: Preliminary Results
C Bortolotto, GM Stella, G Messana, A Lo Tito, C Podrecca, G Nicora, ...
Cancers 14 (22), 5634, 2022
42022
A semi-supervised learning approach for pan-cancer somatic genomic variant classification
G Nicora, S Marini, I Limongelli, E Rizzo, S Montoli, FF Tricomi, R Bellazzi
Artificial Intelligence in Medicine: 17th Conference on Artificial …, 2019
42019
Forecasting dominance of SARS-CoV-2 lineages by anomaly detection using deep AutoEncoders
S Rancati, G Nicora, M Prosperi, R Bellazzi, M Salemi, S Marini
Briefings in Bioinformatics 25 (6), bbae535, 2024
32024
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