Zobrazeno 1 - 10
of 754
pro vyhledávání: '"Mueller Scott"'
Autor:
Mueller Scott, Pearl Judea
Publikováno v:
Journal of Causal Inference, Vol 11, Iss 1, Pp 413-9 (2023)
Personalized decision making targets the behavior of a specific individual, while population-based decision making concerns a subpopulation resembling that individual. This article clarifies the distinction between the two and explains why the former
Externí odkaz:
https://doaj.org/article/594559b99eef4c2eb4abe7abd219bd5e
Autor:
Forney Andrew, Mueller Scott
Publikováno v:
Journal of Causal Inference, Vol 10, Iss 1, Pp 141-173 (2022)
The study of causal inference has seen recent momentum in machine learning and artificial intelligence (AI), particularly in the domains of transfer learning, reinforcement learning, automated diagnostics, and explainability (among others). Yet, desp
Externí odkaz:
https://doaj.org/article/d82653e05db042f4baadd89d0e08d3b5
The Cellular Potts Model (CPM) is a widely used simulation paradigm for systems of interacting cells that has been used to study scenarios ranging from plant development to morphogenesis, tumour growth and cell migration. Despite their wide use, CPM
Externí odkaz:
http://arxiv.org/abs/2312.09317
Identifying the effects of causes and causes of effects is vital in virtually every scientific field. Often, however, the needed probabilities may not be fully identifiable from the data sources available. This paper shows how partial identifiability
Externí odkaz:
http://arxiv.org/abs/2301.12022
Autor:
Mueller, Scott, Pearl, Judea
Personalized decision making targets the behavior of a specific individual, while population-based decision making concerns a sub-population resembling that individual. This paper clarifies the distinction between the two and explains why the former
Externí odkaz:
http://arxiv.org/abs/2208.09558
Autor:
Williams, Cameron G., Moreira, Marcela L., Asatsuma, Takahiro, Lee, Hyun Jae, Li, Shihan, Burn, Thomas N., Barrera, Irving, Murray, Evan, Soon, Megan S.F., Engel, Jessica A., Khoury, David S., Le, Shirley, Wanrooy, Brooke J., Schienstock, Dominick, Alexandre, Yannick O., Skinner, Oliver P., Joseph, Rainon, Beattie, Lynette, Mueller, Scott N., Chen, Fei, Haque, Ashraful
Publikováno v:
In Cell Reports 25 June 2024 43(6)
The problem of individualization is recognized as crucial in almost every field. Identifying causes of effects in specific events is likewise essential for accurate decision making. However, such estimates invoke counterfactual relationships, and are
Externí odkaz:
http://arxiv.org/abs/2104.13730
Autor:
Wu, Mengliang, Zhang, Xinyuan, Karunaratne, Senuri, Lee, Ji-hyun, Lampugnani, Edwin R., Selva, Kevin J., Chung, Amy W., Mueller, Scott N., Chinnery, Holly R., Downie, Laura E.
Publikováno v:
In Ophthalmology April 2024
Autor:
Wang, Yanran, Stroh, J.N., Hripcsak, George, Low Wang, Cecilia C., Bennett, Tellen D., Wrobel, Julia, Der Nigoghossian, Caroline, Mueller, Scott W., Claassen, Jan, Albers, D.J.
Publikováno v:
In Journal of Biomedical Informatics December 2023 148
Akademický článek
Tento výsledek nelze pro nepřihlášené uživatele zobrazit.
K zobrazení výsledku je třeba se přihlásit.
K zobrazení výsledku je třeba se přihlásit.