Trustworthy AI-assisted phenotyping, prediction and treatment design using large-scale health data

Acronym	AI assisted Health Lähdesmäki
Status	Active
Effective start/end date	01/01/2024 → 31/12/2026

Latent mixed-effect models for high-dimensional longitudinal data
Ong, P., Haußmann, M., Lönnroth, O. & Lähdesmäki, H., 24 May 2025, In: Transactions on Machine Learning Research. 2025, May, 30 p.
Research output: Contribution to journal › Article › Scientific › peer-review

Open Access
File
Estimating treatment effects from single-arm trials via latent-variable modeling
Haussmann, M., Le, T. M. S., Halla-aho, V., Kurki, S., Leinonen, J., Koskinen, M., Kaski, S. & Lähdesmäki, H., 2024, Proceedings of the 27th International Conference on Artificial Intelligence and Statistics . JMLR, Vol. 238. p. 2926-2934 (Proceedings of Machine Learning Research; vol. 238).
Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

Open Access
Latent variable model for high-dimensional point process with structured missingness
Sinelnikov, M., Haussmann, M. & Lähdesmäki, H., 2024, In: Proceedings of Machine Learning Research. 235, p. 45525-45543 19 p.
Research output: Contribution to journal › Conference article › Scientific › peer-review

Open Access
File
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