A time motion study of manual versus artificial intelligence methods for wound assessment.
Journal
PloS one
ISSN: 1932-6203
Titre abrégé: PLoS One
Pays: United States
ID NLM: 101285081
Informations de publication
Date de publication:
2022
2022
Historique:
received:
13
04
2022
accepted:
06
07
2022
entrez:
28
7
2022
pubmed:
29
7
2022
medline:
2
8
2022
Statut:
epublish
Résumé
This time-motion study explored the amount of time clinicians spent on wound assessments in a real-world environment using wound assessment digital application utilizing Artificial Intelligence (AI) vs. manual methods. The study also aimed at comparing the proportion of captured quality wound images on the first attempt by the assessment method. Clinicians practicing at Valley Wound Center who agreed to join the study were asked to record the time needed to complete wound assessment activities for patients with active wounds referred for a routine evaluation on the follow-up days at the clinic. Assessment activities included: labelling wounds, capturing images, measuring wounds, calculating surface areas, and transferring data into the patient's record. A total of 91 patients with 115 wounds were assessed. The average time to capture and access wound image with the AI digital tool was significantly faster than a standard digital camera with an average of 62 seconds (P<0.001). The digital application was significantly faster by 77% at accurately measuring and calculating the wound surface area with an average of 45.05 seconds (P<0.001). Overall, the average time to complete a wound assessment using Swift was significantly faster by 79%. Using the AI application, the staff completed all steps in about half of the time (54%) normally spent on manual wound evaluation activities. Moreover, acquiring acceptable wound image was significantly more likely to be achieved the first time using the digital tool than the manual methods (92.2% vs. 75.7%, P<0.004). Using the digital assessment tool saved significant time for clinicians in assessing wounds. It also successfully captured quality wound images at the first attempt.
Identifiants
pubmed: 35901189
doi: 10.1371/journal.pone.0271742
pii: PONE-D-22-11001
pmc: PMC9333325
doi:
Types de publication
Journal Article
Langues
eng
Sous-ensembles de citation
IM
Pagination
e0271742Déclaration de conflit d'intérêts
The authors have declared that no competing interests exist.
Références
Adv Skin Wound Care. 2008 Jan;21(1):42-5; quiz 45-7
pubmed: 18156829
J Chiropr Med. 2016 Jun;15(2):155-63
pubmed: 27330520
Wound Repair Regen. 2004 May-Jun;12(3 Suppl):S1-17
pubmed: 15230830
PLoS One. 2017 Aug 17;12(8):e0183139
pubmed: 28817649
Phys Ther. 1992 Feb;72(2):138-41
pubmed: 1549635
Ostomy Wound Manage. 2003 Oct;49(10):28-40
pubmed: 14652419
J Diabetes Sci Technol. 2013 Sep 01;7(5):1190-4
pubmed: 24124945
PLoS One. 2018 Mar 5;13(3):e0192485
pubmed: 29505569
IEEE Trans Med Imaging. 2009 May;28(5):752-62
pubmed: 19150787
Diabet Med. 1999 Apr;16(4):339-42
pubmed: 10220209
Sensors (Basel). 2021 Aug 26;21(17):
pubmed: 34502653
N Engl J Med. 2002 May 30;346(22):1715-22
pubmed: 12037152
Perm J. 2008 Summer;12(3):25-34
pubmed: 21331207
Adv Wound Care. 1997 Sep;10(5):16-9
pubmed: 9362572
Health Serv Res. 2002 Jun;37(3):611-29
pubmed: 12132597
J Wound Ostomy Continence Nurs. 2005 Sep-Oct;32(5):307-16
pubmed: 16234724
J Wound Care. 2003 May;12(5):189-94
pubmed: 12784601
Arch Surg. 2000 Jul;135(7):773-7
pubmed: 10896369
Int Wound J. 2010 Oct;7(5):366-77
pubmed: 20609029
Arch Phys Med Rehabil. 2006 Oct;87(10):1396-402
pubmed: 17023252
Wound Repair Regen. 2009 Nov-Dec;17(6):763-71
pubmed: 19903300
AMIA Annu Symp Proc. 2018 Dec 05;2018:1137-1146
pubmed: 30815156
JAMA. 2002 Oct 23-30;288(16):1987-93
pubmed: 12387650
J Nurs Manag. 2017 Nov;25(8):640-646
pubmed: 28853187
J Am Med Inform Assoc. 2013 Mar-Apr;20(2):245-51
pubmed: 22822042
Pediatr Crit Care Med. 2018 Apr;19(4):e172-e179
pubmed: 29329162
Ann Intern Med. 2016 Dec 06;165(11):753-760
pubmed: 27595430
Adv Skin Wound Care. 2006 Sep;19(7):386-7
pubmed: 16943706
J Gen Intern Med. 2010 Dec;25(12):1289-92
pubmed: 20700665
Ann Intern Med. 2007 Nov 20;147(10):693-8
pubmed: 18025445
Health Aff (Millwood). 2013 Nov;32(11):1990-7
pubmed: 24191091
J Cutan Med Surg. 2019 Mar/Apr;23(2):226-228
pubmed: 30841726
JMIR Mhealth Uhealth. 2017 May 30;5(5):e71
pubmed: 28559227
Mayo Clin Proc. 2020 Mar;95(3):476-487
pubmed: 31735343
Int Wound J. 2022 Feb 25;:
pubmed: 35212459
Int Wound J. 2016 Dec;13(6):1372-1377
pubmed: 26558349