Author

Thomas J. Marini

University of Rochester MedicineORCID 0000-0002-1529-5097Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioengineering· 1

Signature Assays, Organisms & Methods

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Approach:benchmark study· 1 Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Assay:imaging· 1

Frequent Co-Authors

Avice M. O’Connell· 1 shared Donya KhaledyaniD· 1 shared Kevin J. ParkeriD· 1 shared Timothy M. BaraniD· 1 shared

Activity by Year

2023-2023 · peak 1/yr

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4 top collaborators · 6 mutual co-author links

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1 shared paperBioengineering

Avice M. O’Connell

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1 paper

Recent·Most cited

BioengineeringPLoS ONEPeer-reviewedDec 13, 2023

Enhancing Breast Ultrasound Segmentation through Fine-tuning and Optimization Techniques: Sharp Attention UNet

Donya Khaledyan, Thomas J. Marini, Timothy M. Baran…·Kevin J. Parker

This paper evaluates optimization and fine-tuning techniques for UNet variants in breast ultrasound segmentation, introducing Sharp Attention UNet which achieves high performance metrics.

28 citations

imagingdeep learning

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