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The EU-funded I3LUNG Project: Integrative Science, Intelligent Data Platform for Individualized LUNG Cancer Care With Immunotherapy.
Clin Lung Cancer. 2023 Jun;24(4):381-387. doi: 10.1016/j.cllc.2023.02.005. Epub 2023 Feb 28.
Clin Lung Cancer. 2023.
PMID: 36959048
Real-world data to build explainable trustworthy artificial intelligence models for prediction of immunotherapy efficacy in NSCLC patients.
Prelaj A, Galli EG, Miskovic V, Pesenti M, Viscardi G, Pedica B, Mazzeo L, Bottiglieri A, Provenzano L, Spagnoletti A, Marinacci R, De Toma A, Proto C, Ferrara R, Brambilla M, Occhipinti M, Manglaviti S, Galli G, Signorelli D, Giani C, Beninato T, Pircher CC, Rametta A, Kosta S, Zanitti M, Di Mauro MR, Rinaldi A, Di Gregorio S, Antonia M, Garassino MC, de Braud FGM, Restelli M, Lo Russo G, Ganzinelli M, Trovò F, Pedrocchi ALG.
Prelaj A, et al. Among authors: restelli m.
Front Oncol. 2023 Jan 23;12:1078822. doi: 10.3389/fonc.2022.1078822. eCollection 2022.
Front Oncol. 2023.
PMID: 36755856
Free PMC article.
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IWDA: Importance Weighting for Drift Adaptation in Streaming Supervised Learning Problems.
Fedeli F, Metelli AM, Trovo F, Restelli M.
Fedeli F, et al. Among authors: restelli m.
IEEE Trans Neural Netw Learn Syst. 2023 Oct;34(10):6813-6823. doi: 10.1109/TNNLS.2023.3265524. Epub 2023 Oct 5.
IEEE Trans Neural Netw Learn Syst. 2023.
PMID: 37071516
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Machine Learning Using Real-World and Translational Data to Improve Treatment Selection for NSCLC Patients Treated with Immunotherapy.
Prelaj A, Boeri M, Robuschi A, Ferrara R, Proto C, Lo Russo G, Galli G, De Toma A, Brambilla M, Occhipinti M, Manglaviti S, Beninato T, Bottiglieri A, Massa G, Zattarin E, Gallucci R, Galli EG, Ganzinelli M, Sozzi G, de Braud FGM, Garassino MC, Restelli M, Pedrocchi ALG, Trovo' F.
Prelaj A, et al. Among authors: restelli m.
Cancers (Basel). 2022 Jan 16;14(2):435. doi: 10.3390/cancers14020435.
Cancers (Basel). 2022.
PMID: 35053597
Free PMC article.
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Policy Search for the Optimal Control of Markov Decision Processes: A Novel Particle-Based Iterative Scheme.
Manganini G, Pirotta M, Restelli M, Piroddi L, Prandini M.
Manganini G, et al. Among authors: restelli m.
IEEE Trans Cybern. 2016 Nov;46(11):2643-2655. doi: 10.1109/TCYB.2015.2483780. Epub 2015 Oct 26.
IEEE Trans Cybern. 2016.
PMID: 26513816
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