Author

C. Sánchez

ORCID 0000-0003-3435-9882Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Approach:deep learning· 2 Assay:imaging· 2 Research Focus:benchmarking· 1 Organism:human· 1 Approach:transformer / foundation model· 1

Frequent Co-Authors

A. Esteban-Lansaque· 2 shared A. Borras· 1 shared Agnes Borras· 1 shared D. Gil· 1 shared Debora Gil· 1 shared

Activity by Year

2019-2019 · peak 2/yr

Co-Author Collaboration Network

5 top collaborators · 6 mutual co-author links

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2 shared papersBioengineering

A. Esteban-Lansaque

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2 papers

Recent·Most cited

BioengineeringbioRxivPreprintJun 24, 2019

Augmentation of Virtual Endoscopic Images with Intra-operative Data using Content-Nets

A. Esteban-Lansaque, Carles Sanchez, Agnes Borras, Debora Gil

This paper develops a deep learning method to generate realistic virtual endoscopic images by transferring the appearance of intra-operative bronchoscopic videos using content-preserving style transfer.

DOI 10.1101/681825

humanimaging

𝕏 PostBluesky

BioengineeringbioRxivPreprintJun 5, 2019

Enhancing virtual bronchoscopy with intra-operative data using a multi-objective GAN

D. Gil, A. Esteban-Lansaque, A. Borras, C. Sánchez

The paper addresses the challenge of training computer vision models for medical imaging by using a multi-objective GAN to enhance virtual bronchoscopy with intra-operative data.

DOI 10.1101/658807

imagingdeep learning

𝕏 PostBluesky