Jonathon F Fleming

College of Sciences

Works (5)

Updated: April 5th, 2024 15:12

2024 journal article

Guided optimization of ToxPi model weights using a Semi-Automated approach


By: J. Fleming n, J. House*, J. Chappel n, A. Motsinger-Reif* & D. Reif*

author keywords: Machine learning; Feature weighting; Exposure assessment; Chemical toxicity; Ordinal regression; Genetic algorithm
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.

By: J. Chappel n, M. King*, J. Fleming n, L. Eberlin*, D. Reif* & E. Baker*

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
Sources: Web Of Science, NC State University Libraries
Added: August 28, 2023

2022 article

Convergent evolution of polyploid genomes from across the eukaryotic tree of life

Hao, Y., Fleming, J., Petterson, J., Lyons, E., Edger, P. P., Pires, J. C., … Conant, G. C. (2022, May 10). G3-GENES GENOMES GENETICS, Vol. 5.

By: Y. Hao*, J. Fleming n, J. Petterson n, E. Lyons*, P. Edger*, J. Pires*, J. Thorne n, G. Conant n

author keywords: polyploidy; convergent evolution; reciprocal gene loss; evolutionary model
MeSH headings : Diploidy; Eukaryota; Evolution, Molecular; Humans; Phylogeny; Polyploidy
TL;DR: By modeling the homoeologous gene losses that occurred in 50 genomes deriving from ten distinct polyploidy events, it is shown that the evolutionary forces acting on polyploids are remarkably similar, regardless of whether they occur in flowering plants, ciliates, fishes, or yeasts. (via Semantic Scholar)
UN Sustainable Development Goal Categories
2. Zero Hunger (Web of Science)
13. Climate Action (Web of Science)
15. Life on Land (Web of Science)
Sources: Web Of Science, NC State University Libraries
Added: May 23, 2022

2022 article

ToxPi*GIS Toolkit: creating, viewing, and sharing integrative visualizations for geospatial data using ArcGIS

Fleming, J., Marvel, S. W., Supak, S., Motsinger-Reif, A. A., & Reif, D. M. (2022, April 26). JOURNAL OF EXPOSURE SCIENCE AND ENVIRONMENTAL EPIDEMIOLOGY, Vol. 4.

By: J. Fleming n, S. Marvel n, S. Supak n, A. Motsinger-Reif* & D. Reif n

author keywords: Visual analytics; Geographic information systems; Data integration
MeSH headings : Humans; Geographic Information Systems; COVID-19
TL;DR: The integration of ToxPi profiles with ArcGIS provides new avenues for geospatial analysis, visualization, and public sharing of multi-factor data that can support decisions that help address issues such as disease prevention, environmental health, natural disaster prevention, chemical risk, and many others. (via Semantic Scholar)
Sources: Web Of Science, NC State University Libraries
Added: May 10, 2022

2022 journal article

Utilizing Pine Needles to Temporally and Spatially Profile Per- and Polyfluoroalkyl Substances (PFAS)


By: K. Kirkwood n, J. Fleming n, H. Nguyen n, D. Reif n, E. Baker n & S. Belcher n

author keywords: Biomonitoring; contamination; per- and polyfluoroalkyl substances; fluoroethers; ion mobility; mass spectrometry; PFAS
MeSH headings : Alkanesulfonic Acids / analysis; Chromatography, Liquid; Fluorocarbons / analysis; United States; United States Environmental Protection Agency
UN Sustainable Development Goal Categories
15. Life on Land (OpenAlex)
Sources: Web Of Science, ORCID, NC State University Libraries
Added: February 18, 2022

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