AI-Powered Image-Based Assessment of Pressure Injuries Using You Only Look once (YOLO) Version 8 Models

Mehedi Hasan Tusar; Fateme Fayyazbakhsh; Niloofar Zendehdel; Eduard Mochalin; Igor Melnychuk; Lisa Gould; Ming C. Leu

doi:10.1089/wound.2024.0245

AI-Powered Image-Based Assessment of Pressure Injuries Using You Only Look once (YOLO) Version 8 Models

Mehedi Hasan Tusar
, Fateme Fayyazbakhsh
, Niloofar Zendehdel
, Eduard Mochalin
, Igor Melnychuk
, Lisa Gould
, Ming C. Leu

Missouri University of Science and Technology

Missouri University of Science and Technology
Intelligent System Center
VA Medical Center
South Shore Health Center for Wound Healing

Research output: Contribution to journal › Article › peer-review

Original language	English
Journal	Advances in Wound Care
DOIs	https://doi.org/10.1089/wound.2024.0245
State	Published - 2025

ASJC Scopus Subject Areas

Emergency Medicine
Critical Care and Intensive Care Medicine

Keywords

artificial intelligence
deep learning
ensemble model
medical image analysis
pressure injury
simulation-based research
YOLO

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10.1089/wound.2024.0245

Cite this

@article{9dc41ff490944f8a8fce4f4419555325,

title = "AI-Powered Image-Based Assessment of Pressure Injuries Using You Only Look once (YOLO) Version 8 Models",

keywords = "artificial intelligence, deep learning, ensemble model, medical image analysis, pressure injury, simulation-based research, YOLO",

author = "Tusar, \{Mehedi Hasan\} and Fateme Fayyazbakhsh and Niloofar Zendehdel and Eduard Mochalin and Igor Melnychuk and Lisa Gould and Leu, \{Ming C.\}",

year = "2025",

doi = "10.1089/wound.2024.0245",

language = "English",

journal = "Advances in Wound Care",

issn = "2162-1918",

}

TY - JOUR

T1 - AI-Powered Image-Based Assessment of Pressure Injuries Using You Only Look once (YOLO) Version 8 Models

AU - Tusar, Mehedi Hasan

AU - Fayyazbakhsh, Fateme

AU - Zendehdel, Niloofar

AU - Mochalin, Eduard

AU - Melnychuk, Igor

AU - Gould, Lisa

AU - Leu, Ming C.

PY - 2025

Y1 - 2025

KW - artificial intelligence

KW - deep learning

KW - ensemble model

KW - medical image analysis

KW - pressure injury

KW - simulation-based research

KW - YOLO

UR - https://www.scopus.com/pages/publications/105000028055

UR - https://www.scopus.com/pages/publications/105000028055#tab=citedBy

UR - https://www.mendeley.com/catalogue/a8039efc-3383-304b-9282-47517fe8c625/

U2 - 10.1089/wound.2024.0245

DO - 10.1089/wound.2024.0245

M3 - Article

C2 - 40081991

AN - SCOPUS:105000028055

SN - 2162-1918

JO - Advances in Wound Care

JF - Advances in Wound Care

ER -

AI-Powered Image-Based Assessment of Pressure Injuries Using You Only Look once (YOLO) Version 8 Models

ASJC Scopus Subject Areas

Keywords

Access to Document

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