Projecten per jaar
Persoonlijk profiel
Research profile
Marco S. Nobile is Assistant Professor at the Eindhoven University of Technology, in the Department of Industrial Engineering & Innovation Sciences (IE&IS), subgroup Information Systems. His main research activity focuses on the use of Computational Intelligence (e.g., evolutionary computation, swarm intelligence, fuzzy inference, machine learning) to solve complex problems in biomedical disciplines. In particular, he works on the development of data-driven "intelligent" decision support systems, able to provide interpretable descriptions for the rationale of decisions.
Academic background
Marco received the BSc, MSc and Ph.D. in Computer Science in 2015 from the University of Milano-Bicocca, Italy. He is part of the ISBE.IT/SYSBIO research center for systems biology in Milano, Italy. He is also member of the B4 - Bicocca Bioinformatics, Biostatistics and Bioimaging interdepartmental center in Milano, Italy. Marco has been visiting researcher at the North Carolina State University in 2014; he visited the IBA Research Laboratory of Genetic and Evolutionary Computation of the University of Tokyo (Japan) in 2014 and 2016; he visited Vanderbilt University (Nashville, TN, USA) in 2016; he has been visiting researcher in the Kanzaki-Takahashi Laboratory at RCAST (Research Center for Advanced Science and Technology, Tokyo, Japan) in 2017 and 2018. Since 2019, Marco works at TU/e as Assistant Professor in Computational Intelligence, focusing on interpretable AI for decision support in the clinical environment.
Opleiding / Academische kwalificatie
Artificial intelligence, expert systems, Doctor, University of Milano-Bicocca
Datum van toekenning: 12 feb 2015
Vingerafdruk
- 6 Soortgelijke profielen
Netwerk
Projecten
- 1 Actief
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FENIX: European FEderated Network of Information eXchange in Logistics (FENIX) (GA 2018-EU-TM-0077-S)
Grefen, P. W. P. J., Dijkman, R. M., Dijkman, R. M., Farahani, A., Genga, L. & Nobile, M.
1/04/19 → 31/03/22
Project: Onderzoek direct
Onderzoeksoutput
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A CUDA-powered method for the feature extraction and unsupervised analysis of medical images
Rundo, L., Tangherloni, A., Cazzaniga, P., Mistri, M., Galimberti, S., Woitek, R., Sala, E., Mauri, G. & Nobile, M. S., 2021, (Geaccepteerd/In druk) In: Journal of Supercomputing. 10, 18, blz. 6187Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review
Open Access -
An Experimental and Computational Protocol to Study Cell Proliferation in Human Acute Myeloid Leukemia Xenografts
Vlachou, T., Nobile, M. S., Ronchini, C., Besozzi, D. & Pelicci, P. G., 2021, Leukemia Stem Cells: Methods and Protocols. Cobaleda, C. & Sánchez-García, I. (redactie). Springer, blz. 241-258 18 blz. (Methods in Molecular Biology; vol. 2185).Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Hoofdstuk › Academic › peer review
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HyperBeta: characterizing the structural dynamics of proteins and self-assembling peptides
Nobile, M. S., Fontana, F., Manzoni, L., Cazzaniga, P., Mauri, G., Saracino, G. A. A., Besozzi, D. & Gelain, F., 8 apr 2021, In: Scientific Reports. 11, blz. 7783Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review
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Preventing litigation with a predictive model of COVID-19 ICUs occupancy
Gallese, C., Falletti, E., Nobile, M. S., Ferrario, L., Schettini, F. & Foglia, E., 2021, 2020 IEEE International Conference on Big Data (Big Data). Institute of Electrical and Electronics Engineers, blz. 2111-2116 6 blz.Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review
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The Multi-Level Mechanism of Action of a Pan-Ras Inhibitor Explains its Antiproliferative Activity on Cetuximab-Resistant Cancer Cells
Tisi, R., Spinelli, M., Palmioli, A., Airoldi, C., Cazzaniga, P., Besozzi, D., Nobile, M. S., Mazzoleni, E., Arnhold, S., De Gioia, L., Grandori, R., Peri, F., Vanoni, M. & Sacco, E., 17 feb 2021, In: Frontiers in Molecular Biosciences. 8, 15 blz., 625979.Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review
Open Access
Prijzen
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Best Paper Award (nominated) at IEEE World Congress on Computational Intelligence (WCCI 2020), IEEE-CEC track
Nobile, Marco (Ontvanger), 2020
Prijs: Anders › Werk, activiteit of publicatie gerelateerde prijzen (lifetime, best paper, poster etc.) › Wetenschappelijk
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Best paper award at IEEE CIBCB 2019
Nobile, Marco (Ontvanger), 11 jul 2019
Prijs: Anders › Werk, activiteit of publicatie gerelateerde prijzen (lifetime, best paper, poster etc.) › Wetenschappelijk
Activiteiten
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Which random is the best random? A study on sampling methods in Fourier surrogate modeling
Marco Nobile (Spreker)
22 jul 2020Activiteit: Types gesprekken of presentaties › Aangemelde presentatie › Wetenschappelijk
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Summer School on Fuzzy Logic and Applications
Marco Nobile (Organisator)
2020 → …Activiteit: Types deelname aan of organisatie van een evenement › Workshop, seminar, cursus of expositie › Wetenschappelijk
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Entropy (Tijdschrift)
Marco Nobile (Redacteur)
2020 → …Activiteit: Types publicaties van collegiale toetsing en redactioneel werk › Redactioneel werk › Wetenschappelijk
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IEEE CIS Task Force on advanced representation in biological and medical search and optimization (Externe organisatie)
Marco Nobile (Voorzitter)
dec 2019 → …Activiteit: Types lidmaatschap › Lidmaatschap van netwerk › Wetenschappelijk
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Turning uncertainty and lack of quantitative data into dynamic models with fuzzy logic
Marco Nobile (Spreker)
okt 2017Activiteit: Types gesprekken of presentaties › Genodigd spreker › Wetenschappelijk