Author

Héctor Carrión

University of California, Santa CruzPrimary ORCID profile (0009-0004-5750-2551 · 2 papers)Unclaimed ORCID profile · follow to get notified of new preprints

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Same name, identified by ORCID

Héctor CarrióniD2 papers · University of California, Santa Cruz

Biology Disciplines

Click to filter author papers

Bioinformatics· 1 Systems Biology· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

Approach:deep learning· 2 Research Focus:cell type annotation· 1 Research Focus:drug response / drug discovery· 1 Organism:human· 1 Assay:imaging· 1 Approach:machine learning (classical)· 1 Organism:mouse· 1 Approach:optimal transport· 1

Frequent Co-Authors

Hsin‐ya YangiD· 2 shared Marcella M. GomeziD· 2 shared Michelle Dawn BagoodiD· 2 shared Alexandra Nava· 1 shared Fan LuiD· 1 shared Ksenia ZlobinaiD· 1 shared Marco RolandiiD· 1 shared Michael Briden· 1 shared

Activity by Year

2022-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 39 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

2 shared papersSystems Biology

Hsin‐ya YangORCID

Mutual co-authors in cluster

Author profile →

2 papers

Recent·Most cited

Systems BiologyAdvanced Intelligent DiscoveryPeer-reviewedApr 14, 2026

DeepMapper: Attention-Based AutoEncoder for System Identification in Wound Healing and Stage Prediction

Fan Lu, Ksenia Zlobina, Michael Briden…·Marcella M. Gomez

This paper proposes a deep learning-based control framework for wound healing that accelerates closure by 17.71% in simulations and 40% in vivo.

6 citations

humandeep learning

𝕏 PostBluesky

BioinformaticsPLoS Computational BiologyPeer-reviewedMar 11, 2022

Automatic wound detection and size estimation using deep learning algorithms

Héctor Carrión, Mohammad Jafari, Michelle Dawn Bagood…·Marcella M. Gomez

This paper develops a deep learning pipeline for automatic wound detection and size estimation in lab mice images, showing high fidelity results with minimal human intervention.

67 citationstop 4%

mouseimaging

𝕏 PostBluesky