Author

Nikolas Stefanou

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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Cancer Biology· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Organism:human· 1 Assay:metabolomics· 1

Frequent Co-Authors

Adan RotteveeliD· 1 shared Andreas MershiniD· 1 shared Clifford D. Gluck· 1 shared Howard Kivell· 1 shared Shuguang ZhangiD· 1 shared Wen‐Yee LeeiD· 1 shared Zoi Kountouri· 1 shared

Activity by Year

2025-2025 · peak 1/yr

Co-Author Collaboration Network

7 top collaborators · 21 mutual co-author links

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1 shared paperCancer Biology

Adan RotteveelORCID

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1 paper

Recent·Most cited

Towards robust machine olfaction: debiasing GC-MS data enhances prostate cancer diagnosis from urine volatiles

Adan Rotteveel, Wen‐Yee Lee, Zoi Kountouri, Nikolas Stefanou, Howard Kivell, Clifford D. Gluck, Shuguang Zhang, Andreas Mershin

This paper develops a machine learning approach to analyze GC-MS urine data for prostate cancer detection, achieving performance comparable to medical detection dogs.

PLoS ONE · May 30, 2025Peer-reviewedCancer Biology