Zhaoxia Huang, Xue Xu, Wenhui Cheng
Deep Learning-Based Health Management Model Application in Extreme Myopia Eye Vision Monitoring and Risk Prediction
Journal of oncology
type 2 diabetes mellitus major global challenge including thai policymakers estimated 4 million people thailand population 68 million condition premature death disability due diabetes primarily due complications prevented good risk factor control diabetes selfmanagement education dsme programmes provide patients diabetes necessary knowledge skills effectively manage disease currently trial conducted thailand evaluate effectiveness defined hba1c7 12 months enrolment culturally tailored dsme thailand process evaluation provide interpretation results complex interventions well insight success applying programme broader context aim process evaluation understand intervention effective ineffective identify contextually relevant strategies future successful implementation process evaluation design mixedmethod study collecting data nurse providers village health volunteers community health workers well patients conducted using observations interviews focus groups three purposively selected groups beginning end trial quantitative data collected surveys conducted beginning 6month followup end trial mixedmethods analysis triangulated assess differences similarities across various data sources overall effectiveness intervention examined using multilevel analysis repeated measures study approved chiang mai university research ethics committee 3262018 london school hygiene tropical medicine 16113rr12850 results published open access peerreviewed scientific journals nct03938233