Projects per year
Collaborations and top research areas from the last five years
Profiles
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Hany Abdulsamad
- Department of Electrical Engineering and Automation - Visitor (Faculty)
- Sensor Informatics and Medical Technology - Visitor (Faculty)
Person: Visiting Scholar
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Wajiha Bano
- Department of Electrical Engineering and Automation - Postdoctoral Researcher
- Sensor Informatics and Medical Technology - Postdoctoral Researcher
Person: Postdoctoral researchers
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Shreya Das
- Department of Electrical Engineering and Automation - Postdoctoral Researcher
- Sensor Informatics and Medical Technology - Postdoctoral Researcher
Person: Postdoctoral researchers
Projects
- 11 Finished
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AI methods for preterm infants
Särkkä, S. (Principal investigator)
01/01/2019 → 30/06/2019
Project: Business Finland: Other research funding
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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
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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
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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 AccessFile1 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 AccessFile12 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
Datasets
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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
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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
Dataset
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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
Activities
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IEEE International Workshop on Machine Learning for Signal Processing
Särkkä, S. (Member)
21 Sept 2020 → 24 Sept 2020Activity: Participating in or organising an event types › Chair of a conference, workshop, panel, session, tutorial or event
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IEEE Finland CSS/RAS/SMCS Joint Chapter (External organisation)
Särkkä, S. (Chair)
2017 → 2018Activity: Memberships (typically long-term positions of trust) › Position of trust in a society or network
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PhD assessment committee member in a thesis, Technical University of Denmark
Särkkä, S. (Member)
2017Activity: Academic assessments › Pre-examination of doctoral thesis or acting as opponent to doctoral students or membership of doctoral thesis committee or board
Press/Media
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Autonomous Shipping Project to Trial Sensor Technology
23/01/2024
1 item of Media coverage
Press/Media: Media appearance
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Studies from Aalto University Yield New Data on Engineering (Deep Learning Based Projection Domain Metal Segmentation for Metal Artifact Reduction in Cone Beam Computed Tomography)
04/10/2023
1 item of Media coverage
Press/Media: Media appearance
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Aalto University: Accessible MRI Could Revolutionise the Diagnosis of Brain Disorders
Laakso, I., Palva, L., Uusitalo, S. & Sepponen, R.
03/10/2023
1 item of Media coverage
Press/Media: Media appearance