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Wearable Prophylaxis Tool for AI-Driven Identification of Early Warning Patterns of Pressure Ulcers
As today’s society ages, age-related diseases become more frequent. One very common but yet preventable disease is the development of pressure ulcers (PUs). PUs can occur if tissue is exposed to a long-lasting pressure load, e.g., lying on tissue without turning. The cure of PUs requires intensive c...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10603913/ https://www.ncbi.nlm.nih.gov/pubmed/37892855 http://dx.doi.org/10.3390/bioengineering10101125 |
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author | Gruenerbel, Lorenz Heinrich, Ferdinand Böhlhoff-Martin, Jonathan Röper, Lynn Machens, Hans-Günther Gruenerbel, Arthur Schillinger, Moritz Kist, Andreas Wenninger, Franz Richter, Martin Steinbacher, Leonard |
author_facet | Gruenerbel, Lorenz Heinrich, Ferdinand Böhlhoff-Martin, Jonathan Röper, Lynn Machens, Hans-Günther Gruenerbel, Arthur Schillinger, Moritz Kist, Andreas Wenninger, Franz Richter, Martin Steinbacher, Leonard |
author_sort | Gruenerbel, Lorenz |
collection | PubMed |
description | As today’s society ages, age-related diseases become more frequent. One very common but yet preventable disease is the development of pressure ulcers (PUs). PUs can occur if tissue is exposed to a long-lasting pressure load, e.g., lying on tissue without turning. The cure of PUs requires intensive care, especially for the elderly or people with preexisting conditions whose tissue needs longer healing times. The consequences are heavy suffering for the patient and extreme costs for the health care system. To avoid these consequences, our objective is to develop a pressure ulcer prophylaxis device. For that, we built a new sensor system able to monitor the pressure load and tissue vital signs in immediate local proximity at patient’s predilection sites. In the clinical study, we found several indicators showing correlations between tissue perfusion and the risk of PU development, including strongly reduced SpO [Formula: see text] levels in body tissue prior to a diagnosed PU. Finally, we propose a prophylaxis system that allows for the prediction of PU developments in early stages before they become visible. This work is the first step in generating an effective system to warn patients or caregivers about developing PUs and taking appropriate preventative measures. Widespread application could reduce patient suffering and lead to substantial cost savings. |
format | Online Article Text |
id | pubmed-10603913 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-106039132023-10-28 Wearable Prophylaxis Tool for AI-Driven Identification of Early Warning Patterns of Pressure Ulcers Gruenerbel, Lorenz Heinrich, Ferdinand Böhlhoff-Martin, Jonathan Röper, Lynn Machens, Hans-Günther Gruenerbel, Arthur Schillinger, Moritz Kist, Andreas Wenninger, Franz Richter, Martin Steinbacher, Leonard Bioengineering (Basel) Article As today’s society ages, age-related diseases become more frequent. One very common but yet preventable disease is the development of pressure ulcers (PUs). PUs can occur if tissue is exposed to a long-lasting pressure load, e.g., lying on tissue without turning. The cure of PUs requires intensive care, especially for the elderly or people with preexisting conditions whose tissue needs longer healing times. The consequences are heavy suffering for the patient and extreme costs for the health care system. To avoid these consequences, our objective is to develop a pressure ulcer prophylaxis device. For that, we built a new sensor system able to monitor the pressure load and tissue vital signs in immediate local proximity at patient’s predilection sites. In the clinical study, we found several indicators showing correlations between tissue perfusion and the risk of PU development, including strongly reduced SpO [Formula: see text] levels in body tissue prior to a diagnosed PU. Finally, we propose a prophylaxis system that allows for the prediction of PU developments in early stages before they become visible. This work is the first step in generating an effective system to warn patients or caregivers about developing PUs and taking appropriate preventative measures. Widespread application could reduce patient suffering and lead to substantial cost savings. MDPI 2023-09-25 /pmc/articles/PMC10603913/ /pubmed/37892855 http://dx.doi.org/10.3390/bioengineering10101125 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Gruenerbel, Lorenz Heinrich, Ferdinand Böhlhoff-Martin, Jonathan Röper, Lynn Machens, Hans-Günther Gruenerbel, Arthur Schillinger, Moritz Kist, Andreas Wenninger, Franz Richter, Martin Steinbacher, Leonard Wearable Prophylaxis Tool for AI-Driven Identification of Early Warning Patterns of Pressure Ulcers |
title | Wearable Prophylaxis Tool for AI-Driven Identification of Early Warning Patterns of Pressure Ulcers |
title_full | Wearable Prophylaxis Tool for AI-Driven Identification of Early Warning Patterns of Pressure Ulcers |
title_fullStr | Wearable Prophylaxis Tool for AI-Driven Identification of Early Warning Patterns of Pressure Ulcers |
title_full_unstemmed | Wearable Prophylaxis Tool for AI-Driven Identification of Early Warning Patterns of Pressure Ulcers |
title_short | Wearable Prophylaxis Tool for AI-Driven Identification of Early Warning Patterns of Pressure Ulcers |
title_sort | wearable prophylaxis tool for ai-driven identification of early warning patterns of pressure ulcers |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10603913/ https://www.ncbi.nlm.nih.gov/pubmed/37892855 http://dx.doi.org/10.3390/bioengineering10101125 |
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