Artificial Intelligence Deep Learning Ultrasound Discrimination of Cosmetic Fillers

AI using YOLOv11 allowed us to discriminate reliably between HA and SO using different complexity high-frequency US devices and operators. Further AI DL-specific work is needed to identify CaHA and PMMA more accurately.

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Publication Details

Journal
Journal of Ultrasound in Medicine
Published
2025-09-29
DOI
https://doi.org/10.1002/jum.70079
Citations
1
Primary Topic
Dermatologic Treatments and Research
Type
article
Field-Weighted Citation Impact
2.00
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Artificial Intelligence Deep Learning Ultrasound Discrimination of Cosmetic Fillers

Patricia Barrera, Leonie Schelke, Julia Diva Zavariz, Rosa Sigrist et al.
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Journal of Ultrasound in Medicine
Dermatologic Treatments and Research
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article

Artificial Intelligence Deep Learning Ultrasound Discrimination of Cosmetic Fillers

Patricia Barrera, Leonie Schelke, Julia Diva Zavariz, Rosa Sigrist, Cláudia Borges Fontan Câmara, Francisco Javier Rodríguez‐Gómez, Luciana Zattar-Ramos, Ximena Wortsman, Juliana Paulos de Rezende, Claudia González, Peter J. Velthuis, Manuel Lozano, Gabriela Ortiz‐Orellana, Yessenia Valderrama, Francisco de Cabo, Eliza Porciuncula Justo Ducati
article en
1 citations

Abstract

AI using YOLOv11 allowed us to discriminate reliably between HA and SO using different complexity high-frequency US devices and operators. Further AI DL-specific work is needed to identify CaHA and PMMA more accurately.

Journal of Ultrasound in MedicineVol. 45(2)
University of Miami (US), Pontificia Universidad Católica de Chile (CL), Universidad de Granada (ES), Erasmus MC (NL), Hospital Universitário Gaffrée e Guinle (BR), Institute for Diagnostic Imaging and Research of the Skin and Soft Tissues (CL), Centro de Investigación Biomédica en Red (ES), Associação Paulista para o Desenvolvimento da Medicina (BR), Ultrasonic Technologies (United States) (US), University and Rehabilitation Clinics Ulm (DE), Universidad Autónoma de Entre Ríos (AR), Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo (BR), Hospital Sírio-Libanês (BR), Sociedade Brasileira de Cardiologia (BR), Universidad Nacional de Entre Ríos (AR), University of Chile (CL)
Openalex Percentile: Top 11%
Dermatologic Treatments and Research
2.00
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