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Flavia Esposito
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The influence of music therapy on preoperative anxiety in pediatric oncology patients undergoing invasive procedures
F Giordano, B Zanchi, F De Leonardis, C Rutigliano, F Esposito, ...
The Arts in Psychotherapy 68, 101649, 2020
672020
A review on initialization methods for nonnegative matrix factorization: towards omics data experiments
F Esposito
Mathematics 9 (9), 1006, 2021
272021
Orthogonal joint sparse NMF for microarray data analysis
F Esposito, N Gillis, N Del Buono
Journal of mathematical biology 79, 223-247, 2019
242019
A new ensemble method for detecting anomalies in gene expression matrices
L Selicato, F Esposito, G Gargano, MC Vegliante, G Opinto, GM Zaccaria, ...
Mathematics 9 (8), 882, 2021
192021
Q-matrix extraction from real response data using nonnegative matrix factorizations
G Casalino, C Castiello, N Del Buono, F Esposito, C Mencar
Computational Science and Its Applications–ICCSA 2017: 17th International …, 2017
192017
Improving knowledge on the activation of bone marrow fibroblasts in MGUS and MM disease through the automatic extraction of genes via a nonnegative matrix factorization …
A Boccarelli, F Esposito, M Coluccia, MA Frassanito, A Vacca, ...
Journal of Translational Medicine 16, 1-16, 2018
172018
An NMF-Based methodology for selecting biomarkers in the landscape of genes of heterogeneous cancer-associated fibroblast Populations
F Esposito, A Boccarelli, N Del Buono
Bioinformatics and Biology Insights 14, 1177932220906827, 2020
162020
Breast cancer’s microarray data: pattern discovery using nonnegative matrix factorizations
N Del Buono, F Esposito, F Fumarola, A Boccarelli, M Coluccia
Machine Learning, Optimization, and Big Data: Second International Workshop …, 2016
162016
Nonnegative matrix factorization models for knowledge extraction from biomedical and other real world data
F Esposito, N Del Buono, L Selicato
PAMM 20 (1), e202000032, 2021
122021
Methods for hyperparameters optimization in learning approaches: an overview
N Del Buono, F Esposito, L Selicato
Machine Learning, Optimization, and Data Science: 6th International …, 2020
122020
NR1H3 (LXRα) IS ASSOCIATED WITH PRO‐INFLAMMATORY MACROPHAGES, PREDICTS SURVIVAL AND SUGGESTS POTENTIAL THERAPEUTIC RATIONALES IN DIFFUSE LARGE B‐CELL LYMPHOMA
MC Vegliante, S Mazzara, GM Zaccaria, S De Summa, F Esposito, F Melle, ...
Hematological Oncology, 2022
92022
Role of lipidomics in assessing the functional lipid composition in breast milk
M Ganeshalingam, S Enstad, S Sen, S Cheema, F Esposito, R Thomas
Frontiers in Nutrition 9, 899401, 2022
62022
Electronic case report forms generation from pathology reports by ARGO, automatic record generator for onco-hematology
GM Zaccaria, V Colella, S Colucci, F Clemente, F Pavone, MC Vegliante, ...
Scientific Reports 11 (1), 23823, 2021
62021
Analysis of fibroblast genes selected by NMF to reveal the potential crosstalk between ulcerative colitis and colorectal cancer
A Boccarelli, N Del Buono, F Esposito
Experimental and Molecular Pathology 123, 104713, 2021
42021
Bi-level algorithm for optimizing hyperparameters in penalized nonnegative matrix factorization
N Del Buono, F Esposito, L Selicato, R Zdunek
Applied Mathematics and Computation 457, 128184, 2023
22023
Cluster of resistance-inducing genes in MCF-7 cells by estrogen, insulin, methotrexate and tamoxifen extracted via NMF
A Boccarelli, N Del Buono, F Esposito
Pathology-Research and Practice 242, 154347, 2023
22023
Investigating initialization techniques for Nonnegative Matrix Factorization: a survey and a case of study of microarrays
N Del Buono, F Esposito
SERIES IN APPLIED SCIENCES 2, 149-178, 2019
22019
On some practical issues related to Nonnegative Matrix Factorization in Microarray Data Analysis context
N Del Buono, F Esposito
MANTUA HUMANISTIC STUDIES 1, 109-130, 2018
22018
Improving Color Image Binary Segmentation Using Nonnegative Matrix Factorization
C Castiello, N Del Buono, F Esposito
International Conference on Computational Science and Its Applications, 623-640, 2023
12023
A Decision-tree Approach to Stratify DLBCL Risk Based on Stromal and Immune Microenvironment Determinants
GM Zaccaria, MC Vegliante, G Mezzolla, M Stranieri, G Volpe, N Altini, ...
HemaSphere 7 (4), e862, 2023
12023
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