Hongzhi Liu, Xiaoyao Wang, Xinqiu Song, Bing Han, Chuiqing Li, Fuzhou Du, Hongmei Zhang
A multiview deep learning-based prediction pipeline augmented with confident learning can improve performance in determining knee arthroplasty candidates
Knee surgery, sports traumatology, arthroscopy : official journal of the ESSKA
study aimed develop mobile webbased food allergy fa anaphylaxis management educational program parents schoolaged children food allergies evaluate effectiveness mobile program developed based webbased teachinglearning system model effectiveness subsequently evaluated using parallel randomized controlled pre posttest design study included 73 parents schoolaged children food allergies parents randomly assigned either experimental n 37 control n 36 groups experimental group participated 2week mobile webbased educational program covered major topics fa anaphylaxis management topics included understanding food allergies anaphylaxis learning techniques using epinephrine autoinjector developing emergency action plan educational booklet provided control group participants completed pretest two posttest questionnaires evaluate impact program assessment tools food allergy knowledge test food allergy selfefficacy parents food management adaptation scale data analyzed using descriptive statistics test homogeneity pretest independent ttest repeated measures anova experimental group experienced greater improvement knowledge fa postintervention 1451 p 001 2 weeks postintervention 1615 p 001 fa selfefficacy postintervention 7799 p 001 2 weeks postintervention 7609 p 001 practice behavior fa management postintervention 2810 p 001 2 weeks postintervention 2798 p 001 webbased fa education study revealed improvements knowledge selfefficacy practice behaviors parents regarding fa anaphylaxis management therefore mobile webbased educational program contribute effective management food allergies anaphylaxis parents schoolaged children cris registration kct0007491