These steps included: retrospective evaluation of data to create baseline profiles following the removal of excessive noise and aberrations; the identification of temporal effects; prospective evaluation of detection algorithms; and finally real-time monitoring and implementation.
To present a prospective temporal bone fracture database, and study facial and cochleovestibular sequelae and their impact on quality of life.
Design Prospective temporal and external validation of simple ultrasound rules to distinguish benign from malignant adnexal masses.
22 This study contains the first prospective temporal and external validation of the simple rules, and the results of our external validation confirm the generalisability of these rules.
We used these data in a prospective temporal surveillance cumulative sum (CUSUM) statistic implemented in the statistical software package R (17 ).
5 The aim of the study reported here was to do a prospective temporal and external validation in a large study population to assess the ability of the previously published simple ultrasound based rules to distinguish between benign and malignant adnexal masses before surgery.
8, 37 Temporal validation represents a prospective evaluation of a model, is independent of the original data, and may thus be considered an external validation in time.
If an experiment is not feasible, it is preferable to infer the temporal direction from a prospective design (e.g. a reported traumatic event at the baseline assessment as a potential risk factor for incident depression during the follow-up period) instead of collecting information on the temporal direction retrospectively in a cross-sectional study [[ 1]; 6 chap.
Dorsal areas of premotor cortex are activated when temporally predictable stimuli require a motor response, suggesting that the primary purpose of temporal expectation is to optimise prospective motor behaviour [21].
We compare QSAR and PCM methods, multiple algorithms (including DNNs), the differences between binary class and multi-label models, and usage of temporal validation (effectively validating true prospective use).
