… clear clinical deployment strategies, FDA-approval, and analysis … and patient cohorts of the
papers included in this review. … Limitations to multimodal fusion implementation are stratified …

… Frailty was introduced nearly three decades ago to the geriatric medicine literature as a
method of understanding and discerning the complex health status of older adults. Frailty is …

… , with stratification of the validation cohort by geographical … risk stratification scores were
identified through a systematic … clear methods and tested it against existing risk stratification …

… We used a published living systematic review to identify all … recommended methods of
external validation incorporating … in this study offer incremental value for patient stratification to …

… In this systematic review of external validation of DL for radiologic diagnosis, we found that
81… Assessing the accuracy of a deep learning method to risk stratify indeterminate pulmonary …

… probabilities for risk stratification and decisionmaking. … a conventional systematic review,
the scoping methodology … sets and require further validation in controlled clinical trials. …

… Ethics approval was not required for this research. … The comprehensive search strategies
for each database are … Collider-stratification bias has been proposed as an explanation …

… DKD in four risk groups stratified by risk score in the validation cohort. C: Kaplan-… method
to integrate these studies. High-quality systematic review and meta-analysis is a proven method …

… Cancer Cohort Consortium analysis (iCARE-BPC3) and another based on a literature review
(… comparative model evaluation across multiple cohorts using uniform methodology (27). …

… Methods: We performed a scoping review to understand … validity of commercially available
wearable devices for measuring steps, energy expenditure, and heart rate: systematic review. …