Zobrazeno 1 - 10
of 247
pro vyhledávání: '"Causal Forest"'
Autor:
Gabriel Solana-Lavalle, Michael D. Cusimano, Thomas Steeves, Roberto Rosas-Romero, Pascal N. Tyrrell
Publikováno v:
Tomography, Vol 10, Iss 6, Pp 894-911 (2024)
In recent years, Artificial Intelligence has been used to assist healthcare professionals in detecting and diagnosing neurodegenerative diseases. In this study, we propose a methodology to analyze functional Magnetic Resonance Imaging signals and per
Externí odkaz:
https://doaj.org/article/71ca4be3a2cf4f119f45874657b34c1c
Publikováno v:
In Journal of Environmental Management November 2024 370
Publikováno v:
BMC Medical Research Methodology, Vol 24, Iss 1, Pp 1-15 (2024)
Abstract Background Treatment variation from observational data has been used to estimate patient-specific treatment effects. Causal Forest Algorithms (CFAs) developed for this task have unknown properties when treatment effect heterogeneity from unm
Externí odkaz:
https://doaj.org/article/4444953d450246d4bb66205f538a5e38
Autor:
Eugenio Traini, Lützen Portengen, Haykanush Ohanyan, Robert van Vorstenbosch, Roel Vermeulen, Anke Huss
Publikováno v:
Environment International, Vol 188, Iss , Pp 108776- (2024)
Objective: Headache is one of the most prevalent and disabling health conditions globally. We prospectively explored the urban exposome in relation to weekly occurrence of headache episodes using data from the Dutch population-based Occupational and
Externí odkaz:
https://doaj.org/article/c96c47750a664f849fb8d300be5bf8b2
Autor:
Ymkje Anna deVries, Jordi Alonso, Somnath Chatterji, Peter deJonge, Joran Lokkerbol, John J. McGrath, Maria V. Petukhova, Nancy A. Sampson, Erik Sverdrup, Daniel V. Vigo, Stefan Wager, Ali Al‐Hamzawi, Guilherme Borges, Ronny Bruffaerts, Brendan Bunting, Stephanie Chardoul, Elie G. Karam, Andrzej Kiejna, Viviane Kovess‐Masfety, Fernando Navarro‐Mateu, Akin Ojagbemi, Marina Piazza, José Posada‐Villa, Carmen Sasu, Kate M. Scott, Hisateru Tachimori, Margreet Ten Have, Yolanda Torres, Maria Carmen Viana, Manuel Zamparini, Zahari Zarkov, Ronald C. Kessler, World Mental Health Survey Collaborators
Publikováno v:
International Journal of Methods in Psychiatric Research, Vol 33, Iss 1, Pp n/a-n/a (2024)
Abstract Objective The standard method of generating disorder‐specific disability scores has lay raters make rankings between pairs of disorders based on brief disorder vignettes. This method introduces bias due to differential rater knowledge of d
Externí odkaz:
https://doaj.org/article/141212e3f5624a249f0eab1f5192b31e
Autor:
Henri M. Garrison-Desany, Jacquelyn L. Meyers, Sarah D. Linnstaedt, Stacey L. House, Francesca L. Beaudoin, Xinming An, Donglin Zeng, Thomas C. Neylan, Gari D. Clifford, Tanja Jovanovic, Laura T. Germine, Kenneth A. Bollen, Scott L. Rauch, John P. Haran, Alan B. Storrow, Christopher Lewandowski, Paul I. Musey, Phyllis L. Hendry, Sophia Sheikh, Christopher W. Jones, Brittany E. Punches, Robert A. Swor, Nina T. Gentile, Lauren A. Hudak, Jose L. Pascual, Mark J. Seamon, Erica Harris, Claire Pearson, David A. Peak, Robert M. Domeier, Niels K. Rathlev, Brian J. O’Neil, Paulina Sergot, Leon D. Sanchez, Steven E. Bruce, Jutta Joormann, Steven E. Harte, Samuel A. McLean, Karestan C. Koenen, Christy A. Denckla
Publikováno v:
Frontiers in Psychiatry, Vol 15 (2024)
BackgroundPost-traumatic stress disorder (PTSD) and substance use (tobacco, alcohol, and cannabis) are highly comorbid. Many factors affect this relationship, including sociodemographic and psychosocial characteristics, other prior traumas, and physi
Externí odkaz:
https://doaj.org/article/83b197588a884c9e871ee94f8b386051
Publikováno v:
BMC Medical Research Methodology, Vol 23, Iss 1, Pp 1-12 (2023)
Abstract Background Measuring the performance of models that predict individualized treatment effect is challenging because the outcomes of two alternative treatments are inherently unobservable in one patient. The C-for-benefit was proposed to measu
Externí odkaz:
https://doaj.org/article/23accaec1591486fa6a6c1a76cdab252
Autor:
Ashwini Venkatasubramaniam, Bilal A. Mateen, Beverley M. Shields, Andrew T. Hattersley, Angus G. Jones, Sebastian J. Vollmer, John M. Dennis
Publikováno v:
BMC Medical Informatics and Decision Making, Vol 23, Iss 1, Pp 1-11 (2023)
Abstract Objective Precision medicine requires reliable identification of variation in patient-level outcomes with different available treatments, often termed treatment effect heterogeneity. We aimed to evaluate the comparative utility of individual
Externí odkaz:
https://doaj.org/article/b00195f145324cfa8da4217f963a0831
Autor:
Elamin, Obbey Ahmed
Publikováno v:
International Journal of Social Economics, 2022, Vol. 50, Issue 4, pp. 522-536.
Externí odkaz:
http://www.emeraldinsight.com/doi/10.1108/IJSE-05-2022-0318
Publikováno v:
Behavioral Sciences, Vol 14, Iss 6, p 504 (2024)
Oppositional defiant symptoms are some of the most common developmental symptoms in children and adolescents with and without oppositional defiant disorder. Research has addressed the close association of the parent–child relationship (PCR) with op
Externí odkaz:
https://doaj.org/article/804116904f2a4f70b7c161fa47f2019c