Publicaciones (8) Publicaciones de AMELIA OTILIA VILLEGAS MORCILLO

2023

  1. ManyFold: an efficient and flexible library for training and validating protein folding models

    Bioinformatics (Oxford, England), Vol. 39, Núm. 1

2022

  1. An analysis of protein language model embeddings for fold prediction

    Briefings in bioinformatics, Vol. 23, Núm. 3

2021

  1. FoldHSphere: deep hyperspherical embeddings for protein fold recognition

    BMC Bioinformatics, Vol. 22, Núm. 1

  2. Protein Fold Recognition from Sequences Using Convolutional and Recurrent Neural Networks

    IEEE/ACM Transactions on Computational Biology and Bioinformatics, Vol. 18, Núm. 6, pp. 2848-2854

  3. Unsupervised protein embeddings outperform hand-crafted sequence and structure features at predicting molecular function

    Bioinformatics, Vol. 37, Núm. 2, pp. 162-170

2018

  1. End-to-end prediction of protein-protein interaction based on embedding and recurrent neural networks

    Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018

  2. Improved Protein Residue-Residue Contact Prediction Using Image Denoising Methods

    2018 26TH EUROPEAN SIGNAL PROCESSING CONFERENCE (EUSIPCO)

  3. Improved protein residue-residue contact prediction using image denoising methods

    European Signal Processing Conference