Author

V. Garcia Garduno

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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Pathology· 2

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Research Focus:cell type annotation· 2 Organism:human· 2 Assay:imaging· 2 Research Focus:clustering· 1 Research Focus:differential expression· 1 Approach:machine learning (classical)· 1 Approach:statistical model· 1

Frequent Co-Authors

C. C. Reyes-Aldasoro· 2 shared C. Karabag· 2 shared M. A. Ortega-Ruiz· 2 shared

Activity by Year

2020-2020 · peak 2/yr

Co-Author Collaboration Network

3 top collaborators · 3 mutual co-author links

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2 shared papersPathology

C. C. Reyes-Aldasoro

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2 papers

Recent·Most cited

Estimation of cellularity in tumours treated with Neoadjuvant therapy: A comparison of Machine Learning algorithms

M. A. Ortega-Ruiz, C. Karabag, C. C. Reyes-Aldasoro, V. Garcia Garduno

This paper compares machine learning algorithms for estimating residual tumour cellularity in breast cancer treated with neoadjuvant therapy, finding Support Vector Machines to be the most accurate.

bioRxiv · Apr 9, 2020 · PreprintPathology

Morphological estimation of Cellularity on Neo-adjuvant treated breast cancer histological images

M. A. Ortega-Ruiz, C. C. Reyes-Aldasoro, C. Karabag, V. Garcia Garduno

The paper estimates cellularity in neo-adjuvant treated breast cancer histological images using morphological features and finds strong correlations between specific parameters and residual tumour cellularity.

bioRxiv · Apr 1, 2020Pathology