Author

Alma Fernandez

Texas A&M University

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Bioinformatics· 1 Microbiology· 1

Signature Assays, Organisms & Methods

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Organism:bacteria (other)· 1 Research Focus:benchmarking· 1 Research Focus:cell signaling & trafficking· 1 Research Focus:cell type annotation· 1 Assay:electronic health records· 1 Assay:fluorescence / live-cell microscopy· 1 Approach:machine learning (classical)· 1 Approach:microscopy & imaging analysis· 1

Frequent Co-Authors

Aart J. VerhoefiD· 2 shared Aman YadaviD· 1 shared Anindito SeniD· 1 shared Anton ClasseniD· 1 shared Arlin Birkby· 1 shared Assame ArnobiD· 1 shared Hung‐Jen WuiD· 1 shared Katy C. KaoiD· 1 shared

Activity by Year

2026-2026 · peak 2/yr

Co-Author Collaboration Network

10 top collaborators · 27 mutual co-author links

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2 shared papersBioinformatics

Aart J. VerhoefORCID

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2 papers

Recent·Most cited

Evaluating Limits of Machine Learning-Assisted Raman Spectroscopy in Classification of Biological Samples

Aman Yadav, Arlin Birkby, Noah Armstrong, Assame Arnob, Ming-Hsun Chou, Alma Fernandez, Aart J. Verhoef, Zhenhuan Yi, Siddhant Gulati, Siddhi Kotnis, Qing Sun, Katy C. Kao, Hung‐Jen Wu

This study evaluates how experimental factors affect ML-assisted Raman spectroscopy classification accuracy, finding that data quality and spectral similarity are key limitations.

ACS Omega · Jul 30, 2026Peer-reviewedBioinformatics

Direct fluorescence detection and volume electron microscopy reveal a role for antibiotic biosynthesis in the bacterial cell envelope of Streptomyces sp. Mg1

Nityakalyani Josyula, Anton Classen, Alma Fernandez, Aart J. Verhoef, Anindito Sen, Paul D. Straight

This study uses advanced microscopy to show that antibiotic biosynthesis in Streptomyces sp. Mg1 is integral to cell envelope structure and dynamics.

bioRxiv · Jun 26, 2026 · PreprintMicrobiology