Publications
Research work from some of our members
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Multi-omics integration accurately predicts cellular state in unexplored conditions for Escherichia coli
Date
2016
Journal
Nature Communications
Tags
CLINICAL/SYSTEMS BIOLOGY
MACHINE LEARNING/AI
Compendium of synovial signatures identifies pathologic characteristics for predicting treatment response in rheumatoid arthritis patients
Date
2019
Journal
Clinical Immunology
Tags
CLINICAL/SYSTEMS BIOLOGY
DRUG RESPONSIVENESS
MACHINE LEARNING/AI
Predicting early risk of chronic kidney disease in cats using routine clinical laboratory tests and machine learning
DOI: doi:10.1111/jvim.15623
Date
2019
Journal
Journal of veterinary internal medicine
Tags
CLINICAL/SYSTEMS BIOLOGY
MACHINE LEARNING/AI
The computational diet: A review of computational methods across diet, microbiome, and health
DOI: 10.3389/fmicb.2020.00393
Date
2020
Journal
Frontiers in Microbiology
Tags
MACHINE LEARNING/AI
SYSTEMS BIOLOGY
Accelerated knowledge discovery from omics data by optimal experimental design
DOI: 10.1038/s41467-020-18785-y
Date
2020
Journal
Nature Communications
Tags
MACHINE LEARNING/AI
Using word embeddings to learn a better food ontology
DOI: 10.3389/frai.2020.584784
Date
2020
Tags
MACHINE LEARNING/AI
NUTRITION/FOOD
Methane and fatty acid metabolism pathways are predictive of Low-FODMAP diet efficacy for patients with irritable bowel syndrome
DOI: 10.1016/j.clnu.2020.12.041
Date
2021
Tags
SYSTEMS BIOLOGY
PUBLICATION
DOI: 10.1038/s41598-022-18793-6
Date
2022
Journal
Scientific Reports
Tags
MACHINE LEARNING/AI
PREDICTIVE MARKERS