Combining human cell line transcriptome analysis and Bayesian inference to build trustworthy machine learning models for prediction of animal toxicity in drug development
- 2019
- NeurIPS 2019
Publications
This is our catalog of recent publications authored by IBM researchers, in collaboration with the global research community. We’re currently adding our back catalog of more than 110,000 publications. It’s an ever-growing body of work that shows why IBM is one of the most important contributors to modern computing.
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13 results for Laura Gardiner
Combining explainable machine learning, demographic and multi-omic data to inform precision medicine strategies for inflammatory bowel disease
- 2022
- PLoS ONE
Explainable AI reveals changes in skin microbiome composition linked to phenotypic differences
- Anna Paola Carrieri
- Niina Haiminen
- et al.
- 2021
- Scientific Reports
Using human in vitro transcriptome analysis to build trustworthy machine learning models for prediction of animal drug toxicity
- 2020
- Scientific Reports
Interpreting machine learning models to investigate circadian regulation and facilitate exploration of clock function
- Laura Gardiner
- Rachel Rusholme-Pilcher
- et al.
- 2021
- PNAS
A framework for gene mapping in wheat demonstrated using the Yr7 yellow rust resistance gene
- Laura-Jayne Gardiner
- Pauline Bansept-Basler
- et al.
- 2020
- PLoS ONE
Scalable in-memory paradigm for genomics data processing
- 2022
- ISMB 2022
Re-purposing software for functional characterization of the microbiome
- Laura-Jayne Gardiner
- Niina Haiminen
- et al.
- 2021
- Microbiome
Analysis of the recombination landscape of hexaploid bread wheat reveals genes controlling recombination and gene conversion frequency
- Laura-Jayne Gardiner
- Luzie U. Wingen
- et al.
- 2019
- Genome Biology
Arable soil nitrogen dynamics reflect organic inputs via the extended composite phenotype
- 2022
- Nat. Food.