Author

Isabella Florez

University of Greenwich

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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Biophysics· 1

Signature Assays, Organisms & Methods

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Assay:bulk RNA-seq· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Approach:statistical model· 1

Frequent Co-Authors

Ahmed Farhat· 1 shared Edoardo AltamuraiD· 1 shared Gianluca TozziiD· 1 shared James Le HouxiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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4 top collaborators · 6 mutual co-author links

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1 shared paperBiophysics

Ahmed Farhat

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1 paper

Recent·Most cited

Quantum kernel support vector machines for trabecular bone classification: comparing feature reduction strategies on synthetic micro-CT data

Isabella Florez, Ahmed Farhat, James Le Houx, Edoardo Altamura, Gianluca Tozzi

This paper compares dimensionality reduction strategies for quantum kernel SVMs on synthetic micro-CT trabecular bone data, finding UMAP maintains competitiveness while linear methods show quantum deficits.

bioRxiv · May 7, 2026 · PreprintBiophysics