Interpretable AI for inference of causal molecular relationships from omics data
Sign Up to like & getrecommendations! Published in 2025 at "Science Advances"
DOI: 10.1126/sciadv.adk0837
Abstract: The discovery of molecular relationships from high-dimensional data is a major open problem in bioinformatics. Machine learning and feature attribution models have shown great promise in this context but lack causal interpretation. Here, we show… read more here.
Keywords: causal molecular; inference causal; interpretable inference; causal ... See more keywords
Clinical and Molecular Relationships between COVID-19 and Feline Infectious Peritonitis (FIP)
Sign Up to like & getrecommendations! Published in 2022 at "Viruses"
DOI: 10.3390/v14030481
Abstract: The emergence of severe acute respiratory syndrome 2 (SARS-CoV-2) has led the medical and scientific community to address questions surrounding the pathogenesis and clinical presentation of COVID-19; however, relevant clinical models outside of humans are… read more here.
Keywords: infectious peritonitis; molecular relationships; peritonitis fip; feline infectious ... See more keywords