Papers matching “protein function prediction” in Machine Learning in Bioinformatics 9
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Unsupervised protein embeddings outperform hand-crafted sequence and structure features at predicting molecular function2020 Bioinformatics article Biochemistry, Genetics and Molecular Biology Machine Learning in Bioinformatics Open access
Amelia Villegas-Morcillo, Stavros Makrodimitris, Roeland C. H. J. van Ham, Angel Manuel Gomez, Marcel J. T. Reinders
137citations -
Robust principal component analysis‐based prediction of protein‐protein interaction hot spots2021 Proteins Structure Function and Bioinformatics article Biochemistry, Genetics and Molecular Biology Machine Learning in Bioinformatics Open access
Divya Sitani, Alejandro Giorgetti, Mercedes Alfonso‐Prieto, Paolo Carloni
17citations -
Additional file 1 of Genolator enables protein function interpretation using a multimodal large language model fusing genomic and structural interpretation with natural language interaction2026 Figshare article Biochemistry, Genetics and Molecular Biology Machine Learning in Bioinformatics Open access
Martin Danner, Tanhim Islam, Matthias Begemann, Florian Kraft, Miriam Elbracht, Ingo Kurth, +1 more
0citations -
Additional file 1 of Genolator enables protein function interpretation using a multimodal large language model fusing genomic and structural interpretation with natural language interaction2026 Figshare article Biochemistry, Genetics and Molecular Biology Machine Learning in Bioinformatics Open access
Martin Danner, Tanhim Islam, Matthias Begemann, Florian Kraft, Miriam Elbracht, Ingo Kurth, +1 more
0citations -
Rapid prediction of thermodynamically destabilizing tyrosine phosphorylations in cancers2024 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Machine Learning in Bioinformatics Open access
Jaie C. Woodard, Atena Malemir Chegini, Jian Tian, Rupa Bhowmick, Subramanium Pennathur, Alireza Mashaghi, +2 more
2citations -
A structural machine learning approach for rapid prediction of thermodynamically destabilizing tyrosine phosphorylations2025 Cell Reports Methods article Biochemistry, Genetics and Molecular Biology Machine Learning in Bioinformatics Open access
Jaie C. Woodard, Atena Malemir Chegini, Jian Tian, Rupa Bhowmick, Subramaniam Pennathur, Alireza Mashaghi, +2 more
3citations -
iFeatureOmega: an integrative platform for engineering, visualization and analysis of features from molecular sequences, structural and ligand data sets2022 Nucleic Acids Research article Biochemistry, Genetics and Molecular Biology Machine Learning in Bioinformatics Open access
Zhen Chen, Xuhan Liu, Pei Zhao, Chen Li, Yanan Wang, Fuyi Li, +7 more
102citations -
PredLyP: A computational tool for predicting tissue-specific (phago-)lysosomal post-digestion peptides2025 Computational and Structural Biotechnology Journal article Biochemistry, Genetics and Molecular Biology Machine Learning in Bioinformatics Open access
Mattijn Wagt, Cristina Teodósio, Anniek L. de Jager, Jacques J. M. van Dongen, Marcel J. T. Reinders, Paula Díez, +1 more
0citations
9 results