Zobrazeno 1 - 10
of 179
pro vyhledávání: '"Juuti, Anne"'
Autor:
Odnoblyudova, Arina, Hizli, Çağlar, John, ST, Cognolato, Andrea, Juuti, Anne, Särkkä, Simo, Pietiläinen, Kirsi, Marttinen, Pekka
In biomedical applications it is often necessary to estimate a physiological response to a treatment consisting of multiple components, and learn the separate effects of the components in addition to the joint effect. Here, we extend existing probabi
Externí odkaz:
http://arxiv.org/abs/2311.03129
Deciding on an appropriate intervention requires a causal model of a treatment, the outcome, and potential mediators. Causal mediation analysis lets us distinguish between direct and indirect effects of the intervention, but has mostly been studied i
Externí odkaz:
http://arxiv.org/abs/2306.09656
A treatment policy defines when and what treatments are applied to affect some outcome of interest. Data-driven decision-making requires the ability to predict what happens if a policy is changed. Existing methods that predict how the outcome evolves
Externí odkaz:
http://arxiv.org/abs/2209.04142
Autor:
Qadri, Sami, Vartiainen, Emilia, Lahelma, Mari, Porthan, Kimmo, Tang, An, Idilman, Ilkay S., Runge, Jurgen H., Juuti, Anne, Penttilä, Anne K., Dabek, Juhani, Lehtimäki, Tiina E., Seppänen, Wenla, Arola, Johanna, Arkkila, Perttu, Stoker, Jaap, Karcaaltincaba, Musturay, Pavlides, Michael, Loomba, Rohit, Sirlin, Claude B., Tukiainen, Taru, Yki-Järvinen, Hannele
Publikováno v:
In JHEP Reports January 2024 6(1)
Autor:
Chaurasiya, Vaishali, Pham, Dan Duc, Harju, Jukka, Juuti, Anne, Penttilä, Anne, Emmagouni, Sharath Kumar Goud, Nguyen, Van Dien, Zhang, Birong, Perttunen, Sanni, Keskitalo, Salla, Zhou, You, Pietiläinen, Kirsi H., Haridas, P.A. Nidhina, Olkkonen, Vesa M.
Publikováno v:
In Experimental Cell Research 15 December 2023 433(2)
Estimating the effect of a treatment on a given outcome, conditioned on a vector of covariates, is central in many applications. However, learning the impact of a treatment on a continuous temporal response, when the covariates suffer extensively fro
Externí odkaz:
http://arxiv.org/abs/1906.03989
Autor:
Lahelma, Mari, Qadri, Sami, Ahlholm, Noora, Porthan, Kimmo, Ruuth, Maija, Juuti, Anne, Orešič, Matej, Hyötyläinen, Tuulia, Öörni, Katariina, Yki-Järvinen, Hannele
Publikováno v:
In Atherosclerosis December 2022 363:22-29
Akademický článek
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Autor:
Reijonen, Pauliina, Kivelä, Antti, Rantonen, Jari, Juuti, Anne, Salo, Jarmo, Isoniemi, Helena, Räsänen, Jari, Nordin, Arno
Publikováno v:
In Surgical Oncology September 2019 30:22-26
Publikováno v:
In Surgery for Obesity and Related Diseases June 2018 14(6):757-762