Shervine Amidi

Élève à Stanford

Education


  • Cursus ingénieur centralien des arts et manufactures (promotion Louis Blériot, ECP 17)
  • Recherche au Centre de Vision Numérique (CVN) avec les professeurs Evangelia I. Zacharaki et Nikos Paragios

Projets


    Pense-bêtes VIP de Deep Learning
    Afshine Amidi, Shervine Amidi
    [pdf] [page web]
    Pense-bêtes VIP de Machine Learning
    Afshine Amidi, Shervine Amidi
    [pdf] [page web]
    EnzyNet: enzyme classification using 3D convolutional neural networks on spatial representation
    Afshine Amidi, Shervine Amidi, Dimitrios Vlachakis, Vasileios Megalooikonomou, Nikos Paragios, Evangelia Zacharaki
    [pdf] [code] [docs]

Publications


  1. Automatic single- and multi-label enzymatic function prediction by machine learning
    S. Amidi, A. Amidi, D. Vlachakis, N. Paragios, E. Zacharaki
    PeerJ, 2017
    [pdf] [code]
  2. A machine learning methodology for enzyme functional classification combining structural and protein sequence descriptors
    A. Amidi, S. Amidi, D. Vlachakis, N. Paragios, E. Zacharaki
    International Work-Conference on Bioinformatics and Biomedical Engineering, 2016
    [pdf] [code]