Machine learning methods to evaluate fluctuation in oxygenation and peripheral tissue temperature, in sacral and trochanteric area under pressure in healthy subjects and institutionalized patients. A prospective non-randomized trial

Individuals at risk of developing pressure injuries show a more limited compensatory physiological response compared to healthy individuals in terms of blood flow, oxygenation, and tissue temperature in pressure areas. Notably, at the 90-min, a turning point is observed, marking a critical threshold from which these parameters begin to decline.

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Publication Details

Journal
Journal of Tissue Viability
Published
2026-02-25
DOI
https://doi.org/10.1016/j.jtv.2026.100992
Primary Topic
Thermal Regulation in Medicine
Type
article
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article

Machine learning methods to evaluate fluctuation in oxygenation and peripheral tissue temperature, in sacral and trochanteric area under pressure in healthy subjects and institutionalized patients. A prospective non-randomized trial

Lupiañez-Perez Inmaculada, Carlos Morilla-Herrera Juan, Miguel Morales-Asencio Jose, Rafael García-Luque et al.
Journal of Tissue Viability
Thermal Regulation in Medicine
article

Machine learning methods to evaluate fluctuation in oxygenation and peripheral tissue temperature, in sacral and trochanteric area under pressure in healthy subjects and institutionalized patients. A prospective non-randomized trial

Lupiañez-Perez Inmaculada, Carlos Morilla-Herrera Juan, Miguel Morales-Asencio Jose, Rafael García-Luque, Marina Muñoz-Lupiáñez, Bibiana Pérez-Ardanaz, Ernesto Pimentel, Raquel María Marfil-Gómez, Alberto José Gómez-González
article en

Abstract

Individuals at risk of developing pressure injuries show a more limited compensatory physiological response compared to healthy individuals in terms of blood flow, oxygenation, and tissue temperature in pressure areas. Notably, at the 90-min, a turning point is observed, marking a critical threshold from which these parameters begin to decline.

Journal of Tissue ViabilityVol. 35(2)
Instituto de Investigación Biomédica de Málaga (ES), Universidad de Málaga (ES)
Openalex Percentile: Top 45%
Thermal Regulation in Medicine
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Machine learning methods to evaluate fluctuation in oxygenation and peripheral tissue temperature, in sacral and trochanteric area under pressure in healthy subjects and institutionalized patients. A prospective non-randomized trial — Lupiañez-Perez Inmaculada, Carlos Morilla-Herrera Juan, et al. · Journal of Tissue Viability (2026) | TGRS Research Map | TGRS