A Mathematical Model of Pressure Ulcer Formation to Facilitate Prevention and Management

被引:0
作者
Violaris, Ioannis G. [1 ]
Kalafatakis, Konstantinos [2 ,3 ]
Giannakeas, Nikolaos [3 ]
Tzallas, Alexandros T. [3 ]
Tsipouras, Markos [1 ]
机构
[1] Univ Western Macedonia, Dept Elect & Comp Engn, Kozani 50131, Greece
[2] Queen Mary Univ London, Fac Med & Dent Malta Campus, Victoria VCT2520, Malta
[3] Univ Ioannina, Sch Informat & Telecommun, Dept Informat & Telecommun, Human Comp Interact Lab HCILab, Arta 47100, Greece
关键词
pressure ulcers; mathematical model; differential geometry; system of ordinary differential equations; BLOOD-FLOW; SKIN; PREVALENCE; BEHAVIOR;
D O I
10.3390/mps7040062
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Pressure ulcers are a frequent issue involving localized damage to the skin and underlying tissues, commonly arising from prolonged hospitalization and immobilization. This paper introduces a mathematical model designed to elucidate the mechanics behind pressure ulcer formation, aiming to predict its occurrence and assist in its prevention. Utilizing differential geometry and elasticity theory, the model represents human skin and simulates its deformation under pressure. Additionally, a system of ordinary differential equations is employed to predict the outcomes of these deformations, estimating the cellular death rate in skin tissues and underlying layers. The model also incorporates changes in blood flow resulting from alterations in skin geometry. This comprehensive approach provides new insights into the optimal bed surfaces required to prevent pressure ulcers and offers a general predictive method to aid healthcare personnel in making informed decisions for at-risk patients. Compared to existing models in the literature, our model delivers a more thorough prediction method that aligns well with current data. It can forecast the time required for an immobilized individual to develop an ulcer in various body parts, considering different initial health conditions and treatment strategies.
引用
收藏
页数:19
相关论文
共 23 条
[1]  
[Anonymous], 2002, Handbook of Linear Partial Differential Equations for Engineers and Scientists
[2]   Prevalence, prevention, and treatment of pressure ulcers: Descriptive study in 89 institutions in the Netherlands [J].
Bours, GJJW ;
Halfens, RJG ;
Abu-Saad, HH ;
Grol, RTPM .
RESEARCH IN NURSING & HEALTH, 2002, 25 (02) :99-110
[3]   A nonlinear elastic behavior to identify the mechanical parameters of human skin in vivo [J].
Delalleau, A. ;
Josse, G. ;
Lagarde, J. -M. ;
Zahouani, H. ;
Bergheau, J. -M. .
SKIN RESEARCH AND TECHNOLOGY, 2008, 14 (02) :152-164
[4]  
Do Carmo M.P., 1970, Differential Geometry of Curves and Surfaces
[5]   Tensor Train-Based Higher-Order Dynamic Mode Decomposition for Dynamical Systems [J].
Li, Keren ;
Utyuzhnikov, Sergey .
MATHEMATICS, 2023, 11 (08)
[6]   Global prevalence and incidence of pressure injuries in hospitalised adult patients: A systematic review and meta-analysis [J].
Li, Zhaoyu ;
Lin, Frances ;
Thalib, Lukman ;
Chaboyer, Wendy .
INTERNATIONAL JOURNAL OF NURSING STUDIES, 2020, 105
[7]   Mathematical and computational modelling of skin biophysics: a review [J].
Limbert, Georges .
PROCEEDINGS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES, 2017, 473 (2203)
[8]   Finite element analysis for evaluation of pressure ulcer on the buttock: Development and validation [J].
Makhsous, Mohsen ;
Lim, Dohyung ;
Hendrix, Ronald ;
Bankard, James ;
Rymer, William Z. ;
Lin, Fang .
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2007, 15 (04) :517-525
[9]   The mechanical behavior of skin: Structures and models for the finite element analysis [J].
Maria Benitez, Jose ;
Javier Montans, Francisco .
COMPUTERS & STRUCTURES, 2017, 190 :75-107
[10]  
Mishu MC, 2015, 2015 SCIENCE AND INFORMATION CONFERENCE (SAI), P650, DOI 10.1109/SAI.2015.7237211