Marinka Žitnik
Harvard University Press(US)
Publications by Year
Research Areas
Bioinformatics and Genomic Networks, Computational Drug Discovery Methods, Biomedical Text Mining and Ontologies, Advanced Graph Neural Networks, Cell Image Analysis Techniques
Most-Cited Works
- Orange: data mining toolbox in python(2013)
- → Scientific discovery in the age of artificial intelligence(2023)1,446 cited
- → Modeling polypharmacy side effects with graph convolutional networks(2018)1,315 cited
- → GNNExplainer: Generating Explanations for Graph Neural Networks(2019)692 cited
- → Machine learning for integrating data in biology and medicine: Principles, practice, and opportunities(2018)609 cited
- → Predicting multicellular function through multi-layer tissue networks(2017)528 cited
- → Network Medicine Framework for Identifying Drug Repurposing Opportunities for COVID-19(2020)514 cited
- → Open Graph Benchmark: Datasets for Machine Learning on Graphs(2020)491 cited
- → DeepPurpose: a deep learning library for drug–target interaction prediction(2020)449 cited
- GNNExplainer: Generating Explanations for Graph Neural Networks.(2019)