Author

M. Martinez-Calderon

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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Bioengineering· 2

Signature Assays, Organisms & Methods

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Approach:deep learning· 2 Research Focus:clustering· 1 Organism:human· 1 Assay:proteomics· 1

Frequent Co-Authors

C. L. Hisey· 2 shared L. W. Chamley· 2 shared M. Kazemzadeh· 2 shared M. Lowe· 2 shared N. G. R. Broderick· 2 shared W. Xu· 2 shared A. Artuyants· 1 shared C. Aguergaray· 1 shared

Activity by Year

2021-2023 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 42 mutual co-author links

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2 shared papersBioengineering

C. L. Hisey

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Author profile →

2 papers

Recent·Most cited

Manifold Learning Enables Interpretable Analysis of Raman Spectra from Extracellular Vesicle and Other Mixtures

M. Kazemzadeh, M. Martinez-Calderon, R. Otupiri, A. Artuyants, M. Lowe, X. Ning, E. Reategui, Z. D. Schultz, W. Xu, C. Blenkiron, L. W. Chamley, N. G. R. Broderick, C. L. Hisey

This paper uses manifold learning on Raman spectra to quantify EV mixtures and demonstrate its applicability to other Raman spectroscopy applications.

bioRxiv · Mar 20, 2023 · PreprintBioengineering

Classification of Preeclamptic Placental Extracellular Vesicles Using Femtosecond Laser-fabricated Nanoplasmonic Sensors and Machine Learning

M. Kazemzadeh, M. Martinez-Calderon, S. Y. Paek, M. Lowe, C. Aguergaray, W. Xu, L. W. Chamley, N. G. R. Broderick, C. L. Hisey

The paper develops a method to classify preeclamptic and normotensive placental extracellular vesicles using nanoplasmonic sensors and machine learning.

bioRxiv · Dec 28, 2021 · PreprintBioengineering