Vladimir Gligorijević

Structure-based protein function prediction using graph convolutional networks

Vladimir Gligorijević, P. Douglas Renfrew, Tomasz Kościółek et al. · Nature Communications · 2021 · 907 citations · Full text

Life Sciences, Bioinformatics, Biology +15

The CAFA challenge reports improved protein function prediction and new functional annotations for hundreds of genes through experimental screens

Naihui Zhou, Yuxiang Jiang, Timothy Bergquist et al. · Genome biology · 2019 · 482 citations · Full text

Life Sciences, Bioinformatics, Biology +17

deepNF: deep network fusion for protein function prediction

Vladimir Gligorijević, Meet Barot, Richard Bonneau · Bioinformatics · 2018 · 240 citations · Full text

Life Sciences, Bioinformatics, Systems Biology +16

Protein remote homology detection and structural alignment using deep learning

Tymor Hamamsy, James T. Morton, Robert Blackwell et al. · Nature Biotechnology · 2023 · 150 citations · Full text

Life Sciences, Bioinformatics, Biotechnology +15

Sequence-structure-function relationships in the microbial protein universe

Julia Koehler Leman, Paweł Szczerbiak, P. Douglas Renfrew et al. · Nature Communications · 2023 · 102 citations · Full text

Life Sciences, Bioinformatics, Biology +11