Author

Maria Silva

Moffitt Cancer Center

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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Research Focus:cell type annotation· 1 Research Focus:cell-cell communication· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Assay:fluorescence / live-cell microscopy· 1 Organism:human· 1 Assay:imaging· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Alexandra Achille· 1 shared Ariosto Silva· 1 shared David R. Noyes· 1 shared Ken H. Shain· 1 shared Mark B. MeadsiD· 1 shared Praneeth Reddy SudalaguntaiD· 1 shared Qibing Jiang· 1 shared Rafael Renatino CanevaroloiD· 1 shared

Activity by Year

2024-2024 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperCancer Biology

Alexandra Achille

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1 paper

Recent·Most cited

TLCellClassifier: Machine Learning Based Cell Classification for Bright-Field Time-Lapse Images

Qibing Jiang, Praneeth Reddy Sudalagunta, Mark B. Meads, Xiaohong Zhao, Alexandra Achille, David R. Noyes, Maria Silva, Rafael Renatino Canevarolo, Ken H. Shain, Ariosto Silva, Wei Zhang

TLCellClassifier improves cell detection, tracking, and classification in time-lapse images using CNN, metric learning, and LSTM, outperforming existing tools in accuracy and efficiency.

bioRxiv · Jun 11, 2024 · PreprintCancer Biology