Author

Vincent Andrearczyk

HES-SO University of Applied Sciences and Arts Western SwitzerlandORCID 0000-0003-0793-5821Unclaimed 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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Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Assay:imaging· 1 Approach:statistical model· 1

Frequent Co-Authors

Adrien DepeursingeiD· 1 shared Cristina GranzieraiD· 1 shared Federico SpagnoloiD· 1 shared Lester Melie‐GarcíaiD· 1 shared Mario Ocampo‐PinedaiD· 1 shared Meritxell Bach CuadraiD· 1 shared Nataliia MolchanovaiD· 1 shared

Activity by Year

2024-2024 · peak 1/yr

Co-Author Collaboration Network

7 top collaborators · 21 mutual co-author links

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1 shared paperBioengineering

Adrien DepeursingeORCID

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1 paper

Recent·Most cited

BioengineeringbioRxivPreprintAug 29, 2024

Exploiting XAI maps to improve MS lesion segmentation and detection in MRI

Federico Spagnolo, Nataliia Molchanova, Mario Ocampo‐Pineda…·Adrien Depeursinge

This paper improves MS lesion segmentation and detection in MRI by using saliency maps to refine prediction scores, achieving higher F1 and PPV scores.

DOI 10.1101/2024.08.29.610090

imagingdeep learning

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