Results 11 to 20 of about 10,653 (287)
BMC Medical Research Methodology, 2023 Background Machine learning models promise to support diagnostic predictions, but may not perform well in new settings. Selecting the best model for a new setting without available data is challenging.
Jana Fehr +3 more
doaj +2 more sources
Switching Contexts: Transportability Measures for NLP
This paper explores the topic of transportability, as a sub-area of generalisability. By proposing the utilisation of metrics based on well-established statistics, we are able to estimate the change in performance of NLP models in new contexts.
Thayaparan, Mokanarangan +3 more
core +10 more sources
Causal Effect Identification from Multiple Incomplete Data Sources: A General Search-Based Approach
Journal of Statistical Software, 2021 Causal effect identification considers whether an interventional probability distribution can be uniquely determined without parametric assumptions from measured source distributions and structural knowledge on the generating system.
Santtu Tikka +2 more
doaj +1 more source
Demonstrating transportability of real-world evidence: what do HTA bodies and health technology developers need? [PDF]
Int J Technol Assess Health CareReal-world evidence (RWE) is reshaping how health technology assessment (HTA) bodies evaluate therapies, yet a critical gap persists: while transportability methods enable researchers to adapt treatment effect estimates from RWE studies in another ...
Jaksa AA +8 more
europepmc +2 more sources
A unifying causal framework for analyzing dataset shift-stable learning algorithms
Journal of Causal Inference, 2022 Recent interest in the external validity of prediction models (i.e., the problem of different train and test distributions, known as dataset shift) has produced many methods for finding predictive distributions that are invariant to dataset shifts and ...
Subbaswamy Adarsh +2 more
doaj +1 more source
A Comprehensive Risk Assessment Framework for Inland Waterway Transportation of Dangerous Goods
Journal of Marine Science and Engineering, 2021 A framework for risk assessment due to inland waterway transportation of dangerous goods is designed based on all possible event types that may be caused by the inland transportation of dangerous goods.
Xi Huang +4 more
doaj +1 more source
Journal of Comparative Effectiveness Research, 2022 In this latest update we discuss the transportability of comparative effectiveness evidence across countries. We highlight results of a survey indicating that European HTA agencies are reluctant to accept real-world data from other countries, review ...
Alex Simpson, Sreeram V Ramagopalan
doaj +1 more source
Model transportability–summary characteristics.
, 2021 Model transportability–summary characteristics.
Stefan Boes (3497069) +3 more
core +1 more source
European Journal of Psychotraumatology, 2023 Background: Dialectical Behaviour Therapy for Posttraumatic Stress Disorder (DBT-PTSD) is a phase-based treatment for PTSD. The DBT-PTSD treatment programme’s efficacy has not been tested during standard operation, outside of laboratory outcome studies ...
Claudia Oppenauer +3 more
doaj +1 more source
Glucose Transport and Transporters in the Endomembranes [PDF]
International Journal of Molecular Sciences, 2019 Glucose is a basic nutrient in most of the creatures; its transport through biological membranes is an absolute requirement of life. This role is fulfilled by glucose transporters, mediating the transport of glucose by facilitated diffusion or by secondary active transport.
Beáta Lizák +8 more
openaire +4 more sources