A Novel Image-based Tool to Reunite Children With Their Families After Disasters

被引:13
作者
Chung, Sarita [1 ,2 ]
Christoudias, C. Mario [3 ]
Darrell, Trevor [4 ,5 ]
Ziniel, Sonja I. [6 ]
Kalish, Leslie A. [2 ]
机构
[1] Harvard Univ, Sch Med, Childrens Hosp Boston, Div Emergency Med, Boston, MA 02115 USA
[2] Harvard Univ, Sch Med, Dept Pediat, Boston, MA 02115 USA
[3] Ecole Polytech Fed Lausanne, Lausanne, Switzerland
[4] Univ Calif Berkeley, Berkeley, CA 94720 USA
[5] Int Comp Sci Inst, Berkeley, CA 94704 USA
[6] Childrens Hosp Boston, Clin Res Ctr, Div Adolescent Med, Program Patient Safety & Qual, Boston, MA USA
关键词
REUNIFICATION; PREPAREDNESS;
D O I
10.1111/acem.12013
中图分类号
R4 [临床医学];
学科分类号
1002 ; 100602 ;
摘要
Objectives Reuniting children with their families after a disaster poses unique challenges. The objective was to pilot test the ability of a novel image-based tool to assist a parent in identifying a picture of his or her children. Methods A previously developed image-based indexing and retrieval tool that employs two advanced vision search algorithms was used. One algorithm, Feature-Attribute-Matching, extracts facial features (skin color, eye color, and age) of a photograph and then matches according to parental input. The other algorithm, User-Feedback, allows parents to choose children on the screen that appear similar to theirs and then reprioritizes the images in the database. This was piloted in a convenience sample of parentchild pairs in a pediatric tertiary care hospital. A photograph of each participating child was added to a preexisting image database. A double-blind randomized crossover trial was performed to measure the percentage of database reviewed and time using the Feature-Attribute-Matching-plus-User-Feedback strategy or User-Feedback strategy only. Search results were compared to a theoretical random search. Afterward, parents completed a survey evaluating satisfaction. Results Fifty-one parentchild pairs completed the study. The Feature-Attribute-Matching-plus-User-Feedback strategy was superior to the User-Feedback strategy in decreasing the percentage of database reviewed (mean +/- SD = 24.1 +/- 20.1% vs. 35.6 +/- 27.2%; mean difference = -11.5%; 95% confidence interval [CI] = -21.5% to -1.4%; p = 0.03). Both were superior to the random search (p < 0.001). Time for both searches was similar despite fewer images reviewed in the Feature-Attribute-Matching-plus-User-Feedback strategy. Sixty-eight percent of parents were satisfied with the search and 87% felt that this tool would be very or extremely helpful in a disaster. Conclusions This novel image-based reunification system reduced the number of images reviewed before parents identified their children. This technology could be further developed to assist future family reunifications in a disaster.
引用
收藏
页码:1227 / 1234
页数:8
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