Jessie Rene Chappel
College of Sciences
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Works (3)
Updated: April 5th, 2024 17:51
2024 journal article
Guided optimization of ToxPi model weights using a Semi-Automated approach
COMPUTATIONAL TOXICOLOGY, 29.
author keywords: Machine learning; Feature weighting; Exposure assessment; Chemical toxicity; Ordinal regression; Genetic algorithm
doi.org (publisher)
Sources: Web Of Science, NC State University Libraries
Added: January 16, 2024
2023 article
Aggregated Molecular Phenotype Scores: Enhancing Assessment and Visualization of Mass Spectrometry Imaging Data for Tissue-Based Diagnostics
Chappel, J. R., King, M. E., Fleming, J., Eberlin, L. S., Reif, D. M., & Baker, E. S. (2023, August 14). ANALYTICAL CHEMISTRY, Vol. 8.
TL;DR:
Initial comparisons of cancerous human tissues to their normal or benign counterparts illustrated that AMP scores distinguished phenotypes with high accuracy, sensitivity, and specificity, leading to high diagnostic accuracy and interpretability.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
Sources: Web Of Science, NC State University Libraries
Added: August 28, 2023
2023 article
From big data to big insights: statistical and bioinformatic approaches for exploring the lipidome
Chappel, J. R., Kirkwood-Donelson, K. I., Reif, D. M., & Baker, E. S. (2023, October 25). ANALYTICAL AND BIOANALYTICAL CHEMISTRY, Vol. 10.
author keywords: Lipidomics; Univariate; Multivariate; Pathway; Enrichment
TL;DR:
A framework for guiding lipidomic data analysis to promote a greater assessment of lipidomic results, while understanding potential advantages and weaknesses along the way is provided.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy
(OpenAlex)
Sources: Web Of Science, NC State University Libraries
Added: November 20, 2023
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