Irem Cetin, Maialen Stephens, Oscar Camara, Miguel A González Ballester
Attri-VAE: Attribute-based interpretable representations of medical images with variational autoencoders
Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society
increasing prevalence screens among young people notable characteristic modern digital era study aimed explore prevalence associated factors migraine headache mh tensiontype headache tth among bangladeshi students continuing online education total 771 students selected conveniently using quota sampling method pretested semistructured selfadministered questionnaire containing background information headache screening questionnaireenglish version patient health questionnaire9 speech spatial qualities hearing scale insomnia severity index used data collection multivariate logistic regression analysis conducted explore relationship different headaches screen use prevalence mh tth mixed headache mh tth study population 2607 4708 1475 respectively longer duration online study 12 months adjusted ors aors 283 95 ci 0 100 800 history eye problem aor 148 95 ci 101 217 insomnia aor 153 95 ci 101 233 moderatetosevere depression aor 235 95 ci 155 356 significantly associated migraine headache conversely longer duration online study 12 months aor 287 95 ci 140 586 moderatetosevere depression aor147 95 ci 105 210 use multiple devices aor1 online study significantly associated tth addition longer duration screen exposure 12 months aor 456 95 ci 099 2093 moderatetosevere depression aor 225 95 ci 137 372 family history headache aor 266 95 ci 165 429 associated mixed headache considering current prevalence tth mh among students relationship screentime providing health education proper use electronic devices promising strategy mitigating negative consequences