LEONARDO MARTINI

PhD Student

PhD program:: XXXIV
email: martini@diag.uniroma1.it
building: DIAG
room: A101




supervisor: Luca Becchetti

Education:
2022-2023: Research Trainee at Channing Division of Network Medicine at Brigham and Women's Hospital, Boston
2018-Present: PhD Student in Data Science, XXXIV cycle, University of Rome "La Sapienza"
2015-2018: MSc in Engineering in ComputerScience, University of Rome "La Sapienza"
2011-2015: BSc in Mathematics, University of Rome "Tor Vergata"

P.h.D Courses:
-Algorithmic bias, fairness and ethics of Machine Learning systems
-Distributed Models, Map-Reduce and Large Scale Algorithms
-Cryptographic primitives for blockchain and the security of the cloud space
-Data Science for Humanities
-Computational and Statistical Methods of Data Reduction;
-Data Science for Geographical Information System Applications - Im- proving Location of Collaborative Mapping Apps
-Network Science and Machine Learning Methods for Health and Medicine

Current Projects:
-Martini, Leonardo, et al. "Network Based Approach to Gene Prioritization at Genome-Wide Association Study Loci." arXiv preprint arXiv:2210.16292 (2022).
-Martini, Leonardo, Adriano Fazzone, and Luca Becchetti. "Network and sequence-based prediction of protein-protein interactions." arXiv preprint arXiv:2107.03694 (2021).

Research Interests:
Network Medicine: Disease-Gene Prioritization, Link Prediction


Research products

  • 11573/1658047 - 2022 - Biological Random Walks: multi-omics integration for disease gene prioritization (01a Articolo in rivista)
    MICHELE GENTILI, LEONARDO MARTINI, Marialuisa SPONZIELLO, Luca BECCHETTI
  • 11573/1334182 - 2019 - Biological Random Walks: Integrating heterogeneous data in disease gene prioritization (04b Atto di convegno in volume)
    MICHELE GENTILI, LEONARDO MARTINI, MANUELA PETTI, Lorenzo FARINA, Luca BECCHETTI

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