Author

M. Cicinelli

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Biology Disciplines

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Bioengineering· 1

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Assay:imaging· 1 Approach:large language model· 1

Frequent Co-Authors

A. Dubis· 1 shared A. Hagag· 1 shared A. Montesel· 1 shared F. Sallo· 1 shared H. Ahmed· 1 shared H. Faatz· 1 shared M. Arikan· 1 shared M. Book· 1 shared

Activity by Year

2023-2023 · peak 1/yr

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10 top collaborators · 45 mutual co-author links

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1 shared paperBioengineering

A. Dubis

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1 paper

Recent·Most cited

Deep Active Learning for Robust Biomedical Segmentation

M. Arikan, F. Sallo, A. Montesel, H. Ahmed, A. Hagag, M. Book, H. Faatz, M. Cicinelli, S. Meshkinfamfard, S. Ongun, A. Dubis, W. Lilaonitkul

This paper introduces a deep active learning framework that reduces annotation needs by 39-54% while improving robustness in medical image segmentation.

bioRxiv · Mar 28, 2023 · PreprintBioengineering