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Karsten M. Borgwardt

Max Planck Society
ETH Zurich
Swiss Institute of Bioinformatics

208

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18053

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Structure-Aware Transformer for Graph Representation Learning.

2022 CoRR
- Dexiong Chen
- Karsten M. Borgwardt
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Conditional Generative Modeling for De Novo Hierarchical Multi-Label Functional Protein Design

2021
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reComBat: Batch effect removal in large-scale, multi-source omics data integration

2021 bioRxiv
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Topological Graph Neural Networks.

2021 arXiv: Learning
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Filtration Curves for Graph Classification

2021 KDD | Knowledge Discovery and Data Mining
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Predicting sepsis in multi-site, multi-national intensive care cohorts using deep learning.

2021 arXiv: Learning
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Early Prediction of Sepsis in the ICU Using Machine Learning: A Systematic Review.

2021 Frontiers of Medicine in China
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RNA atlas of human bacterial pathogens uncovers stress dynamics linked to infection.

2021 Nature Communications
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Evaluation Metrics for Graph Generative Models: Problems, Pitfalls, and Practical Solutions.

2021 arXiv: Learning
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Accelerating Detection of Lung Pathologies with Explainable Ultrasound Image Analysis

2021 Applied Sciences
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