Sensor Informatics and Medical Technology

AI methods for preterm infants
Särkkä, S. (Principal investigator)
01/01/2019 → 30/06/2019
Project: Business Finland: Other research funding
Probabilistic Deep Learning via Hierarchical Stochastic Partial Differential Equations
Särkkä, S. (Principal investigator)
01/01/2018 → 31/12/2019
Project: Academy of Finland: Other research funding
Multispectral photon-counting for medical imaging and beam characterization
Särkkä, S. (Principal investigator)
01/01/2018 → 31/12/2021
Project: Academy of Finland: Other research funding

Auxiliary MCMC samplers for parallelisable inference in high-dimensional latent dynamical systems
Corenflos, A. & Särkkä, S., 2025, In: Electronic Journal of Statistics. 19, 1, p. 1370-1424 55 p.
Research output: Contribution to journal › Article › Scientific › peer-review

Open Access
File
1 Citation (Scopus)

5 Downloads (Pure)
Bearing estimation using foghorn sounds
Gorad, A., Zhao, Z., Vallet García, J. M., Lehtola, V., Hammarberg, T., Ramm-Schmidt, H., Islam, S., Thombre, S. & Särkkä, S., 1 Mar 2025, In: Applied Acoustics. 231, 110560.
Research output: Contribution to journal › Article › Scientific › peer-review

Open Access
File
12 Downloads (Pure)
Constrained state estimation for underwater target tracking problem
Das, S. & Bhaumik, S., Nov 2025, In: Digital Signal Processing: A Review Journal. 166, 14 p., 105394.
Research output: Contribution to journal › Article › Scientific › peer-review

Tomographic X-ray data of time-dependent 3D cross phantom
Latva-Äijö, S.-M. (Creator), Meaney, A. (Creator), Siltanen, S. (Creator) & Purisha, Z. (Contributor), Zenodo, 2018
DOI: 10.5281/zenodo.1341456, https://zenodo.org/record/1446516
Dataset
CT Data of a Pen-Spring: Application to Under-Sampled Dynamic X-ray Tomography
Juurakko, J. (Creator), Purisha, Z. (Creator) & Särkkä, S. (Creator), Zenodo, 3 Jul 2019
DOI: 10.5281/zenodo.3266936
Dataset
Baltic Sea Ice Dataset
Gorad, A. (Creator), Hammarberg, T. (Creator), Ramm-Schmidt, H. (Creator) & Särkkä, S. (Creator), Zenodo, 20 Mar 2024
DOI: 10.5281/zenodo.10843469, https://zenodo.org10843470
Dataset

IEEE International Workshop on Machine Learning for Signal Processing
Särkkä, S. (Member)
21 Sept 2020 → 24 Sept 2020
Activity: Participating in or organising an event types › Chair of a conference, workshop, panel, session, tutorial or event
IEEE Finland CSS/RAS/SMCS Joint Chapter (External organisation)
Särkkä, S. (Chair)
2017 → 2018
Activity: Memberships (typically long-term positions of trust) › Position of trust in a society or network
PhD assessment committee member in a thesis, Technical University of Denmark
Särkkä, S. (Member)
2017
Activity: Academic assessments › Pre-examination of doctoral thesis or acting as opponent to doctoral students or membership of doctoral thesis committee or board

UN Sustainable Development Goals