publications by categories in reversed chronological order.


  1. Interpretable Machine Learning Leverages Proteomics to Improve Cardiovascular Disease Risk Prediction and Biomarker Identification
    Héctor Climente-González, Min Oh, Urszula Chajewska, and 8 more authors
    medRxiv, 2024


  1. Fsnet: Feature selection network on high-dimensional biological data
    Dinesh Singh, Héctor Climente-González, Mathis Petrovich, and 2 more authors
    In 2023 International Joint Conference on Neural Networks (IJCNN), 2023
  2. A network-guided protocol to discover susceptibility genes in genome-wide association studies using stability selection
    Héctor Climente-González, Chloé-Agathe Azencott, and Makoto Yamada
    STAR protocols, 2023
  3. Network medicine-based epistasis detection in complex diseases: ready for quantum computing
    Markus Hoffmann, Massimiliano Incudini, Julian M Poschenrieder, and 8 more authors
    Medrxiv, 2023


  1. Interpretable network-guided epistasis detection
    Diane Duroux, Héctor Climente-González, Chloé-Agathe Azencott, and 1 more author
    GigaScience, 2022
  2. Feature screening with kernel knockoffs
    Benjamin Poignard, Peter J Naylor, Héctor Climente-González, and 1 more author
    In International Conference on Artificial Intelligence and Statistics, 2022


  1. Post-selection inference with HSIC-Lasso
    Tobias Freidling, Benjamin Poignard, Héctor Climente-González, and 1 more author
    In International Conference on Machine Learning, 2021
  2. martini: an R package for genome-wide association studies using SNP networks
    Héctor Climente-González, and Chloé-Agathe Azencott
    bioRxiv, 2021
  3. Boosting GWAS using biological networks: A study on susceptibility to familial breast cancer
    Héctor Climente-González, Christine Lonjou, Fabienne Lesueur, and 4 more authors
    PLoS computational biology, 2021


  1. Network aggregation to enhance results derived from multiple analytics
    Diane Duroux, Héctor Climente-González, Lars Wienbrandt, and 1 more author
    In Artificial Intelligence Applications and Innovations: 16th IFIP WG 12.5 International Conference, AIAI 2020, Neos Marmaras, Greece, June 5–7, 2020, Proceedings, Part I 16, 2020
  2. Network-guided genome-wide association studies
    Héctor Climente González
    Université Paris sciences et lettres, 2020


  1. Block HSIC Lasso: model-free biomarker detection for ultra-high dimensional data
    Héctor Climente-González, Chloé-Agathe Azencott, Samuel Kaski, and 1 more author
    Bioinformatics, 2019


  1. FoldX accurate structural protein–DNA binding prediction using PADA1 (Protein Assisted DNA Assembly 1)
    Javier Delgado Blanco, Leandro Radusky, Héctor Climente-González, and 1 more author
    Nucleic acids research, 2018
  2. Systematic analysis of splice-site-creating mutations in cancer
    Reyka G Jayasinghe, Song Cao, Qingsong Gao, and 8 more authors
    Cell reports, 2018


  1. The functional impact of alternative splicing in cancer
    Héctor Climente-González, Eduard Porta-Pardo, Adam Godzik, and 1 more author
    Cell reports, 2017


  1. Rescuing discarded spectra: Full comprehensive analysis of a minimal proteome
    Maria Lluch-Senar, Francesco M Mancuso, Héctor Climente-González, and 3 more authors
    Proteomics, 2016