Harnessing biomedical foundation models for genomic feature engineering to investigate patient drug response
- Laura Gardiner
- Stephen Checkley
- et al.
- 2025
- ISMB 2025
Publications
17 results for Laura Gardiner
Using Agentic AI systems to harness multi-omics foundation models for accelerating biomedical discovery
- 2025
- AI x Bio 2025
AutoXAI4Omics: an automated explainable AI tool for omics and tabular data
- James Strudwick
- Laura-Jayne Gardiner
- et al.
- 2024
- Briefings in Bioinformatics
Arable soil nitrogen dynamics reflect organic inputs via the extended composite phenotype
- 2022
- Nat. Food.
Scalable in-memory paradigm for genomics data processing
- 2022
- ISMB 2022
Identification of QTL and underlying genes for root system architecture associated with nitrate nutrition in hexaploid wheat
- Marcus GRIFFITHS
- Jonathan A. ATKINSON
- et al.
- 2022
- Journal of Integrative Agriculture
Combining explainable machine learning, demographic and multi-omic data to inform precision medicine strategies for inflammatory bowel disease
- 2022
- PLoS ONE
Interpreting machine learning models to investigate circadian regulation and facilitate exploration of clock function
- Laura Gardiner
- Rachel Rusholme-Pilcher
- et al.
- 2021
- PNAS
Uncovering candidate genes involved in photosynthetic capacity using unexplored genetic variation in Spring Wheat
- Ryan Joynson
- Gemma Molero
- et al.
- 2021
- Plant Biotechnology Journal
Explainable AI reveals changes in skin microbiome composition linked to phenotypic differences
- Anna Paola Carrieri
- Niina Haiminen
- et al.
- 2021
- Scientific Reports