Hayden Johnson

5PUBLICATIONS
5CO-AUTHORS
Computational neuroscience (incl. mathematical neuroscience and theoretical neuroscience)Nonlinear optics and spectroscopyNeural networksNutrigenomics and personalised nutritionMedical biochemistry - lipids
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Publications (5)

|Apr 25, 2025
Towards Optimizing Neural Network-Based Quantification for NMR Metabolomics.

Hayden Johnson, Aaryani Tipirneni-Sajja

|Dec 27, 2024
Neural Networks for Conversion of Simulated NMR Spectra from Low-Field to High-Field for Quantitative Metabolomics.

Hayden Johnson, Aaryani Tipirneni-Sajja

|Jun 26, 2024
Explainable AI to Facilitate Understanding of Neural Network-Based Metabolite Profiling Using NMR Spectroscopy.

Hayden Johnson, Aaryani Tipirneni-Sajja

|Jul 27, 2022
Multi-Tissue Time-Domain NMR Metabolomics Investigation of Time-Restricted Feeding in Male and Female Nile Grass Rats.

Hayden Johnson, Thomas Yates, Gary Leedom

|Sep 03, 2020
CRAFT for NMR lipidomics: Targeting lipid metabolism in leucine-supplemented tumor-bearing mice.

Hayden Johnson, Melissa Puppa, Marie van der Merwe

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Frequent Collaborators

5 joint publications

Aaryani Tipirneni-Sajja

2 joint publications

Marie van der Merwe

1 joint publications

Melissa Puppa

1 joint publications

Thomas Yates