Title :
A Posture Scheduling Algorithm Using Constrained Shortest Path to Prevent Pressure Ulcers
Author :
Ostadabbas, S. ; Yousefi, R. ; Nourani, M. ; Faezipour, M. ; Tamil, L. ; Pompeo, M.
Author_Institution :
Quality of Life Technol. Lab., Univ. of Texas at Dallas, Richardson, TX, USA
Abstract :
Pressure ulcer is a severe threat for immobilized and peripheral neuropathic patients such as bed-ridden, elderly, and diabetics. Once developed, the complication of pressure ulcer causes pain, suffering, and longer hospitalization for the patients. Additionally, pressure ulcer management imposes a serious burden on the health care providers. The optimal strategy to deal with pressure ulcers is prevention. The current standard for prevention is to reposition at-risk patients every two hours. But, each patient has different needs based on overall vulnerability and damaged skin areas. A fixed schedule may either result in some patients getting ulcers, or nurses being overworked by turning some patients too frequently. In this paper, we present an efficient algorithm to find a repositioning schedule for bed- bound patients based on their risk of ulcer development. Our proposed algorithm uses data from a commercial pressure mat assembled on the bed´s surface and provides a sequence of next positions and the time of repositioning for each patient. Our patient-specific turning schedule minimizes the overall cost of nursing staff involvement in repositioning the patients while simultaneously decreases the chance of pressure ulcer formation.
Keywords :
graph theory; health care; optimisation; patient treatment; scheduling; bed-ridden patient; constrained shortest path; diabetics patient; elderly patient; health care provider; immobilized patient; peripheral neuropathic patient; posture scheduling algorithm; pressure ulcer management; pressure ulcer prevention; repositioning schedule; Hospitals; Optimization; Radio frequency; Schedules; Skin; Stress; Constrained Shortest Path; Posture Scheduling; Pressure Ulcer; Tissue Stress Evaluation;
Conference_Titel :
Bioinformatics and Biomedicine (BIBM), 2011 IEEE International Conference on
Conference_Location :
Atlanta, GA
Print_ISBN :
978-1-4577-1799-4
DOI :
10.1109/BIBM.2011.24