The DRPS cohort was used to develop the DL system for DR progression. In internal validation, for the prediction of DR progression among patients with diabetes, the metadata model achieved a concordance index (C-index) of 0.696 (95% confidence interval (CI), 0.668–0.725); the fundus model ...
Intervention according to the ACT model typically consists of three components: a) awareness and nonjudgmental acceptance of all experiences, both negative and positive; b) identification of valued life directions; and c) appropriate action toward goals that support those values [8]. Building skills ...
Multivariate proportional hazard models were used to assess the effect of seniority, time from first employment, and other occupational characteristics on mortality. Results The cohort consists of 4640 fire fighters accumulating 111796 person years. Vital status could be determined for 98.2% of the ...
On the basis of the earlier findings, we also hypothesized that this association would be stronger in males than females. MATERIALS AND METHODS Sample ALSPAC consists of a cohort recruited in 1991 to 1992. All pregnant women in what was formerly the Avon district of the UK were invited to ...
This retrospective cohort study was conducted using data from Multiparameter Intelligent Monitoring in Intensive Care III (MIMIC-III database v1.4). MIMIC-III is a freely available and publicly critical care database to the medical research community, which consists of about over 40,000 patients st...
Because the NLSY79 cohort consists only of individuals born from 1957 to 1964, our results might not be generalizable to other birth cohorts. The NLSY79 race and ethnicity variable conflates 2 different types of measures (interviewer-perceived and self-reported), which resulted in a small ...
38 The SKIP Program consists of more than 150 publicly and privately funded treatment centers (key informants), balanced geographically with coverage in 48 states, that recruit patients/clients to complete an anonymous survey. Participants must be 18 years of age or older and must meet DSM-IV ...
a high-performing causal language model trained to predict words given their previous context. GPT-2 consists of 12 Transformer modules1,2, each of them referred to as ‘layer’, stacked onto one non-contextual word embedding layer. We used the pretrained models from Huggingface80(1.5 billion ...
To explore the nature of CF, we investigated it by histopathology. CF was patchy rather than continuous, with extended finger-like projections gripping the diseased segments of intestine (Fig.1a), which we observed to be a consistent feature in the CD cohort that consists of 60 patients who ...
Phase 2 is the key step of the study which aims to study the differential long course development of NPGs and PGWTs. This longitudinal part of the study consists of five years prospective follow-up. Since the future of problem gamblers in care was not one of our objectives, PGSTs were no...