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Πηγή: Proceedings of the Thirteenth ACM Conference on Learning @ Scale. :191-201

Διαθεσιμότητα: http://dl.acm.org/doi/10.1145/3774398.3811619

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The definition of treatment assignment in observational emulations of target trials - an empirical examination in the Swedish Primary Care Cardiovascular Database

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Θεματικοί όροι: Target trial emulation, Intention-to-treat effect, Treatment assignment, Observational data, Prescription, Dispensation

Περιγραφή αρχείου: electronic

Σύνδεσμος πρόσβασης: https://urn.kb.se/resolve?urn=urn:nbn:se:uu:diva-563661
https://doi.org/10.1016/j.annepidem.2025.06.003

Disentangled Representation Learning for Causal Inference With Instruments

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Διαθεσιμότητα: http://dl.acm.org/doi/10.1145/3701551.3703525

Graph Representation Learning for Dengue Forecasting

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Relation: 2024 IEEE International Conference on Big Data (BigData)

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Relation: 2024 IEEE International Conference on Big Data (BigData)

Assessment of Quantum ML Applicability for Climate Actions: Comparison of the Variational Quantum Classifier and the Quantum Support Vector Classifier with Classical ML Models

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Πηγή: 2024 IEEE International Conference on Big Data (BigData) Big Data (BigData), 2024 IEEE International Conference on. :4357-4366 Dec, 2024

Relation: 2024 IEEE International Conference on Big Data (BigData)

Combining Incomplete Observational and Randomized Data for Heterogeneous Treatment Effects

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Πηγή: Proceedings of the 33rd ACM International Conference on Information and Knowledge Management. :2961-2970

Διαθεσιμότητα: http://dl.acm.org/doi/10.1145/3627673.3679593

Networked Instrumental Variable for Treatment Effect Estimation With Unobserved Confounders

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Πηγή: IEEE Transactions on Knowledge and Data Engineering IEEE Trans. Knowl. Data Eng. Knowledge and Data Engineering, IEEE Transactions on. 37(2):823-836 Feb, 2025

Regional Weather Variable Predictions by Machine Learning With Near-Surface Observational and Atmospheric Numerical Data

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9 DOES EPIDEMIOLOGICAL RESEARCH ON AIR POLLUTION PROVIDE EVIDENCE OF A CAUSAL RELATIONSHIP?

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18 Towards the Development of a Digital Twin for Structural Dynamics Applications

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22 Bayesian History Matching for Forward Model-Driven Structural Health Monitoring

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Appendix: Causal AI Tools and Libraries

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Figuring Out Interstellar Objects Using Memory Based Learning Approaches

Συγγραφείς: Sharmila, R., Agalya, S., Ajibah, A.S. Hepsi

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The role of lipids in the effect of APOE2 on cognitive function: a causal mediation analysis: a causal mediation analysis

Συγγραφείς: Qingyan Xiang, Judith J. Lok, Nicole Roth, Stacy L. Andersen, Thomas T. Perls, Zeyuan Song, Anatoli I. Yashin, Jonas Mengel-From, Gary J. Patti, Paola Sebastiani

Πηγή: Eur J Epidemiol
Xiang, Q, Lok, J J, Roth, N, Andersen, S L, Perls, T T, Song, Z, Yashin, A I, Mengel-From, J, Patti, G J & Sebastiani, P 2025, 'The role of lipids in the effect of APOE2 on cognitive function : a causal mediation analysis', European Journal of Epidemiology, vol. 40, no. 12, pp. 1469-1480. https://doi.org/10.1007/s10654-025-01310-0

Θεματικοί όροι: Male, Observational data, Mediation Analysis, Apolipoprotein E2, Longevity, Middle Aged, Neuro-Epidemiology, Lipids, Cognition, Mediation analysis, Humans, Female, Cognitive Dysfunction, Apolipoprotein E, Alleles, Aged

Περιγραφή αρχείου: application/pdf

Σύνδεσμος πρόσβασης: https://pubmed.ncbi.nlm.nih.gov/41042284
https://pubmed.ncbi.nlm.nih.gov/41042284/
https://pmc.ncbi.nlm.nih.gov/articles/PMC12756338/
https://doi.org/10.1007/s10654-025-01310-0
https://portal.findresearcher.sdu.dk/da/publications/3e6f01dd-1560-4123-81df-88d92a19b27b
https://findresearcher.sdu.dk/ws/files/304355397/s10654-025-01310-0.pdf
https://doi.org/10.1007/s10654-025-01310-0
https://portal.findresearcher.sdu.dk/da/publications/3e6f01dd-1560-4123-81df-88d92a19b27b
https://doi.org/10.1007/s10654-025-01310-0

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Πηγή: Clin Epidemiol
O’Keeffe, A G & Petersen, I 2025, 'Regression Discontinuity Designs in Epidemiology : A Practical Guide', Clinical epidemiology, vol. 17, pp. 845-862. https://doi.org/10.2147/CLEP.S552437

Θεματικοί όροι: quasi-experimental, observational data, Methodology, regression discontinuity design, Clinical Epidemiology, causal inference

Περιγραφή αρχείου: text/html

Σύνδεσμος πρόσβασης: https://pubmed.ncbi.nlm.nih.gov/41190057
https://pmc.ncbi.nlm.nih.gov/articles/PMC12581866/
https://doi.org/10.2147/CLEP.S552437
https://pubmed.ncbi.nlm.nih.gov/41190057/
https://www.dovepress.com/regression-discontinuity-designs-in-epidemiology-a-practical-guide-peer-reviewed-fulltext-article-CLEP
https://pure.au.dk/portal/en/publications/62a5ce02-51e5-4d12-9797-637190a2f221
https://www.scopus.com/pages/publications/105020725111
https://doi.org/10.2147/CLEP.S552437

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Πηγή: Eur Stroke J

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Σύνδεσμος πρόσβασης: https://pubmed.ncbi.nlm.nih.gov/40251976
https://api.library.uq.edu.au/view/UQ:154486e
https://espace.library.uq.edu.au/view/UQ:154486e