• 355 Citations
  • 9 h-Index
20032020

Research output per year

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Personal profile

Biography

Dr Carlo Russo is a computer scientist and Research Associate at the Computational NeuroSurgery (CNS) Lab at Macquarie University, Sydney. He works on application and development of algorithms for image analysis in the neurosciences using non-linear geometry, including fractal analysis, and deep learning. He has previously worked more than 15 years at Humanitas Research Hospital in Rozzano, Milan (Italy), where he developed innovative software and hardware aimed to introduce computer aided automatic diagnosis tools both in research and in clinical workflows. His studies include the application of fractal geometry to histopathology and radiology images. He is author and co-author of 18 peer-reviewed articles and 5 patents

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Research Outputs

  • 355 Citations
  • 9 h-Index
  • 16 Article
  • 3 Review article
  • 1 Letter

Isocitrate dehydrogenase (IDH) status prediction in histopathology images of gliomas using deep learning

Liu, S., Shah, Z., Sav, A., Russo, C., Berkovsky, S., Qian, Y., Coiera, E. & Di Ieva, A., 7 May 2020, In : Scientific Reports. 10, p. 1-11 11 p., 7733.

Research output: Contribution to journalArticle

Open Access
File
  • 1 Downloads (Pure)

    Radiomics in gliomas: clinical implications of computational modeling and fractal-based analysis

    Jang, K., Russo, C. & Di Ieva, A., 1 Jul 2020, In : Neuroradiology. 62, 7, p. 771-790 20 p.

    Research output: Contribution to journalReview article

    Computer-aided assessment of the extra-cellular matrix during pancreatic carcinogenesis: a pilot study

    Grizzi, F., Fiorino, S., Qehajaj, D., Fornelli, A., Russo, C., De Biase, D., Masetti, M., Mastrangelo, L., Zanello, M., Lombardi, R., Domanico, A., Accogli, E., Tura, A., Mirandola, L., Chiriva-Internati, M., Bresalier, R. S., Jovine, E., Leandri, P. & Di Tommaso, L., 28 Feb 2019, In : Journal of Translational Medicine. 17, 1, p. 1-9 9 p., 61.

    Research output: Contribution to journalArticle

    Open Access
    File
  • Prognostic impact of intratumoral heterogeneity based on fractal geometry analysis in operated NSCLC patients

    Castello, A., Russo, C., Grizzi, F., Qehajaj, D. & Lopci, E., Oct 2019, In : Molecular Imaging and Biology. 21, 5, p. 965-972 8 p.

    Research output: Contribution to journalArticle

  • 1 Citation (Scopus)

    The complexity and fractal geometry of nuclear medicine images

    Grizzi, F., Castello, A., Qehajaj, D., Russo, C. & Lopci, E., Jun 2019, In : Molecular Imaging and Biology. 21, 3, p. 401-409 9 p.

    Research output: Contribution to journalArticle

  • 2 Citations (Scopus)