
My research focuses on gene expression network methods to understand and predict compound-induced toxicity.
Publications
Understanding compound-induced histopathology in rat liver using gene expression network methods
(2019)
(doi: 10.17863/CAM.58906)
Elucidating Compound Mechanism of Action and Predicting Cytotoxicity Using Machine Learning Approaches, Taking Prediction Confidence into Account.
– Curr Protoc Chem Biol
(2019)
11,
e73
(doi: 10.1002/cpch.73)
Signalling and transcriptional network propagation uncovers novel ulcerative colitis pathogenetic pathways from single-nucleotide polymorphisms
– Journal of Crohn's and Colitis
(2019)
13,
S91
(doi: 10.1093/ecco-jcc/jjy222.135)
Developments in toxicogenomics: understanding and predicting compound-induced toxicity from gene expression data
– Molecular Omics
(2018)
14,
218
(doi: 10.1039/c8mo00042e)