Errors-in-variables Modeling of Personalized Treatment-Response
Trajectories

Errors-in-variables Modeling of Personalized Treatment-Response Trajectories

IEEE journal of biomedical and health informatics (IEEE JBHI), 2019

10 June 2019

Reza A. Ashrafi

Kirsi Pietiläinen

Pekka Marttinen

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Papers citing "Errors-in-variables Modeling of Personalized Treatment-Response Trajectories"

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Title
Nonparametric modeling of the composite effect of multiple nutrients on blood glucose dynamics Arina Odnoblyudova Caglar Hizli S. T. John Andrea Cognolato A. Juuti Simo Särkkä Kirsi Pietiläinen Pekka Marttinen 70 1 0 06 Nov 2023
Temporal Causal Mediation through a Point Process: Direct and Indirect Effects of Healthcare InterventionsNeural Information Processing Systems (NeurIPS), 2023 Caglar Hizli S. T. John A. Juuti Tuure Saarinen Kirsi Pietiläinen Pekka Marttinen CML 191 2 0 16 Jun 2023
Causal Modeling of Policy Interventions From Sequences of Treatments and Outcomes Caglar Hizli S. T. John A. Juuti Tuure Saarinen Kirsi Pietiläinen Pekka Marttinen CML 317 1 0 09 Sep 2022