| Literature DB >> 35901189 |
Heba Tallah Mohammed1, Robert L Bartlett1, Deborah Babb2, Robert D J Fraser1,3, David Mannion1.
Abstract
OBJECTIVES: 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.Entities:
Mesh:
Year: 2022 PMID: 35901189 PMCID: PMC9333325 DOI: 10.1371/journal.pone.0271742
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.752
Fig 1Swift software with fiducial marker (on the left) vs. traditional methods (right).
Fig 2Enrollment and wound assessment workflow.
Fig 3Types of wounds assessed using manual and Swift methods.
Number of times pictures was taken until deemed acceptable by clinicians.
| Manual methods | Swift | P value | |
|---|---|---|---|
| N = 145 | N = 115 | ||
| N (%) | N (%) | ||
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| Once | 87 (75.7%) | 106 (92.2%) |
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| More than one time | 28 (24.3%) | 9 (7.8%) | |
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| N = 28 | N = 28 | |
| Once | 20 (71.4%) | 25 (89.3%) | P = 0.177 |
| More than one time | 8(28.6%) | 3 (10.7%) | |
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| N = 15 | N = 15 | |
| Once | 11 (73.3%) | 15 (100.0%) | P = 0.100 |
| More than one time | 4(26.7%) | 0 (0.0%) | |
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| N = 19 | N = 19 | |
| Once | 16 (84.2%) | 18 (94.7%) | P = 0.604 |
| More than one time | 3(15.8.%) | 1(5.3%) | |
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| N = 32 | N = 32 | |
| Once | 23 (71.9%) | 29 (90.6%) | P = 0.107 |
| More than one time | 9(28.1%) | 3(9.4%) |
Time to successfully complete each activity necessary to evaluate wounds.
| Manual (N = 115) Mean (mm.ss.ss)± SD | Swift Mean (mm.ss.ss)± ± SD | ||
|---|---|---|---|
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| 1.31.15 ± 00.20 | 00.29.38± 00.16 |
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| 00.26.28± 00.22 | 00.25.05± 00.16 | P = 0.434 |
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| 00.44.22± 00.00 | 00.25.05± 00.16 |
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| 01.10.10± 00.22 | 00.25.05± 00.16 |
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| Label/ image /transfer image /measure/ calculate wounds | 02.53.15± 00.38 | 00.54.44± 00.26 |
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| Label/ image/ transfer image /measure/ calculate/upload measurements | 02.53.15± 00.38 | 01.52.19± 00.26 |
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Time to successfully complete each activity necessary to evaluate wounds using manual and Swift methods by wound type.
| Average time to capture image | Average time to measure and calculate wounds | Average time to complete an assessment | Average time to compete and assessment and upload documentation | |
|---|---|---|---|---|
| Mean± SD | Mean± SD | Mean± SD | Mean± SD | |
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| Manual | 01.30.57 ± 00.12 | 01.12.29± 00.20 | 02.54.35± 00.30 | 02.54.35± 00.30 |
| Swift | 00.30.46± 00.13 | 00.25.70± 00.14 | 00.56.16± 00.21 | 01.54.31± 00.22 |
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| Manual | 1.36.01 ± 00.38 | 01.08.47± 00.21 | 02.58.38± 00.55 | 02.58.38± 00.55 |
| Swift | 00.26.37± 00.15 | 00.26.50± 00.13 | 00.53.26± 00.23 | 01.51.01± 00.23 |
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| Manual | 1.28.34 ± 00.09 | 01.07.16± 00.15 | 02.47.38± 00.22 | 02.47.38± 00.22 |
| Swift | 00.25.42± 00.15 | 00.24.37± 00.20 | 00.50.38± 00.34 | 01.47.56± 00.21 |
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| Manual | 1.32.23 ± 00.09 | 01.11.13± 00.29 | 02.55.22± 00.51 | 02.55.22± 00.51 |
| Swift | 00.29.11± 00.18 | 00.23.15± 00.21 | 00.51.36± 00.24 | 01.49.11± 00.24 |
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