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Exploring the State of Machine Learning and Deep Learning in Medicine: A Survey of the Italian Research Community.
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- Information (2078-2489), 2023, v. 14, n. 9, p. 513, doi. 10.3390/info14090513
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- Article
A machine learning approach for predicting high risk hospitalized patients with COVID-19 SARS-Cov-2.
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- BMC Medical Informatics & Decision Making, 2022, v. 22, n. 1, p. 1, doi. 10.1186/s12911-022-02076-1
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- Article
Model verification tools: a computational framework for verification assessment of mechanistic agent-based models.
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- BMC Bioinformatics, 2021, v. 22, n. 1, p. 1, doi. 10.1186/s12859-022-04684-0
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- Article
Verification of an agent‐based disease model of human Mycobacterium tuberculosis infection.
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- International Journal for Numerical Methods in Biomedical Engineering, 2021, v. 37, n. 7, p. 1, doi. 10.1002/cnm.3470
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- Article
Generation of digital patients for the simulation of tuberculosis with UISS-TB.
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- BMC Bioinformatics, 2020, v. 21, n. 17, p. 1, doi. 10.1186/s12859-020-03776-z
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- Article
Computational modeling of the immune response in multiple sclerosis using epimod framework.
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- BMC Bioinformatics, 2020, v. 21, n. 17, p. 1, doi. 10.1186/s12859-020-03823-9
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- Article
Moving forward through the in silico modeling of tuberculosis: a further step with UISS-TB.
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- BMC Bioinformatics, 2020, v. 21, n. 17, p. 1, doi. 10.1186/s12859-020-03762-5
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- Article
In silico trial to test COVID-19 candidate vaccines: a case study with UISS platform.
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- BMC Bioinformatics, 2020, v. 21, n. 17, p. 1, doi. 10.1186/s12859-020-03872-0
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- Publication type:
- Article
The Potential of Computational Modeling to Predict Disease Course and Treatment Response in Patients with Relapsing Multiple Sclerosis.
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- Cells (2073-4409), 2020, v. 9, n. 3, p. 586, doi. 10.3390/cells9030586
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- Article
Parallelisation strategies for agent based simulation of immune systems.
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- BMC Bioinformatics, 2019, v. 20, p. 1, doi. 10.1186/s12859-019-3181-y
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- Article
Toward computational modelling on immune system function.
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- 2019
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- Publication type:
- Editorial
A computational approach based on the colored Petri net formalism for studying multiple sclerosis.
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- BMC Bioinformatics, 2019, v. 20, p. 1, doi. 10.1186/s12859-019-3196-4
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- Publication type:
- Article
Predicting the artificial immunity induced by RUTI<sup>®</sup> vaccine against tuberculosis using universal immune system simulator (UISS).
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- BMC Bioinformatics, 2019, v. 20, p. 1, doi. 10.1186/s12859-019-3045-5
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- Article
Computational modeling reveals MAP3K8 as mediator of resistance to vemurafenib in thyroid cancer stem cells.
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- Bioinformatics, 2019, v. 35, n. 13, p. 2267, doi. 10.1093/bioinformatics/bty969
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- Publication type:
- Article
EpiMethEx: a tool for large-scale integrated analysis in methylation hotspots linked to genetic regulation.
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- BMC Bioinformatics, 2019, v. 19, n. 13, p. 43, doi. 10.1186/s12859-018-2397-6
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- Article
Combining agent based-models and virtual screening techniques to predict the best citrus-derived vaccine adjuvants against human papilloma virus.
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- BMC Bioinformatics, 2017, v. 18, p. 87, doi. 10.1186/s12859-017-1961-9
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- Article
A methodological approach for using high-level Petri Nets to model the immune system response.
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- BMC Bioinformatics, 2016, v. 17, p. 91, doi. 10.1186/s12859-016-1361-6
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- Article
A computational model to predict the immune system activation by citrus-derived vaccine adjuvants.
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- Bioinformatics, 2016, v. 32, n. 17, p. 2672, doi. 10.1093/bioinformatics/btw293
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- Article
Computational Modeling of PI3K/AKT and MAPK Signaling Pathways in Melanoma Cancer.
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- PLoS ONE, 2016, v. 11, n. 3, p. 1, doi. 10.1371/journal.pone.0152104
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- Article
Advances in Computational Immunology.
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- 2015
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- Publication type:
- editorial
Computational modeling of the expansion of human cord blood CD1331<sup>+</sup>hematopoietic stem/progenitor cells with different cytokine combinations.
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- Bioinformatics, 2015, v. 31, n. 15, p. 2514, doi. 10.1093/bioinformatics/btv172
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- Article
Advances in Computational Immunology.
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- Journal of Immunology Research, 2015, v. 2015, p. 1, doi. 10.1155/2015/170920
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- Article
Induction of T-cell memory by a dendritic cell vaccine: a computational model.
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- Bioinformatics, 2014, v. 30, n. 13, p. 1884, doi. 10.1093/bioinformatics/btu059
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- Publication type:
- Article
In Silico Modeling of the Immune System: Cellular and Molecular Scale Approaches.
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- BioMed Research International, 2014, v. 2014, p. 1, doi. 10.1155/2014/371809
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- Article
Agent-Based Modeling of the Immune System: NetLogo, a Promising Framework.
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- BioMed Research International, 2014, v. 2014, p. 1, doi. 10.1155/2014/907171
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- Article
In silico modeling of the immune system: cellular and molecular scale approaches.
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- 2014
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- Journal Article
Agent based modeling of Treg-Teff cross regulation in relapsing-remitting multiple sclerosis.
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- BMC Bioinformatics, 2013, v. 14, n. Suppl 16, p. 1, doi. 10.1186/1471-2105-14-S16-S9
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- Article
Mathematical modeling of the immune system recognition to mammary carcinoma antigen.
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- BMC Bioinformatics, 2012, v. 13, n. Suppl 17, p. 1, doi. 10.1186/1471-2105-13-S17-S21
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- Publication type:
- Article
A Mathematical Model of Immune-System-Melanoma Competition.
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- Computational & Mathematical Methods in Medicine, 2012, p. 1, doi. 10.1155/2012/850754
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- Article
SimB16: Modeling Induced Immune System Response against B16-Melanoma.
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- PLoS ONE, 2011, v. 6, n. 10, p. 1, doi. 10.1371/journal.pone.0026523
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- Article
Modeling the competition between lung metastases and the immune system using agents.
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- BMC Bioinformatics, 2010, v. 11, p. 1
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- Publication type:
- Article
SIMULATED ANNEALING AND OPTIMAL PROTOCOLS.
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- Journal of Circuits, Systems & Computers, 2009, v. 18, n. 8, p. 1565, doi. 10.1142/S0218126609005770
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- Publication type:
- Article
ImmunoGrid, an integrative environment for large-scale simulation of the immune system for vaccine discovery, design and optimization.
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- Briefings in Bioinformatics, 2009, v. 10, n. 3, p. 330, doi. 10.1093/bib/bbp014
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- Article
Optimal vaccination schedules using simulated annealing.
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- Bioinformatics, 2008, v. 24, n. 15, p. 1740, doi. 10.1093/bioinformatics/btn260
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- Publication type:
- Article