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Big Data and Cognitive Computing|August 29, 2025
Almost Nobody Is Using ChatGPT to Write Academic Science Papers (Yet)Heather Desaire, Madeline Isom, David HuaCell Reports. Physical Science|July 10, 2023
Distinguishing academic science writing from humans or ChatGPT with over 99% accuracy using off-the-shelf machine learning toolsHeather Desaire, Aleesa E Chua, Madeline Isom, et al.Journal of Proteome Research|January 3, 2024
Enabling Lipidomic Biomarker Studies for Protected Populations by Combining Noninvasive Fingerprint Sampling with MS Analysis and Machine LearningMadeline Isom, Eden P Go, Heather DesaireMolecules (Basel, Switzerland)|February 13, 2025
Groomed Fingerprint Sebum Sampling: Reproducibility and Variability According to Anatomical Collection Region and Biological SexMadeline Isom, Eden P Go, Heather DesaireAnalytical Chemistry|November 27, 2019
Adaption of the Aristotle Classifier for Accurately Identifying Highly Similar Bacteria Analyzed by MALDI-TOF MSHeather Desaire, David HuaJournal of Proteome Research|April 28, 2021
Improved Discrimination of Disease States Using Proteomics Data with the Updated Aristotle ClassifierDavid Hua, Heather DesaireAnalytical Chemistry|January 27, 2026
Lipidomics in Children: Noninvasive Sebum Sampling in Children and Adults Allows for Assessment of Lipidomic Differences According to Age, Sex, and Biological RelatednessMadeline Isom, Aleesa E Chua, Disni Dedunupitiya, et al.Cell Reports. Physical Science|November 16, 2022
Advances, obstacles, and opportunities for machine learning in proteomicsHeather Desaire, Eden P Go, David HuaAnalytical and Bioanalytical Chemistry|February 13, 2021
The local-balanced model for improved machine learning outcomes on mass spectrometry data sets and other instrumental dataHeather Desaire, Milani Wijeweera Patabandige, David HuaPageof 11