Heikki Nieminen

Personal profile

Artistic and research interests

Key interest: research and innovation in medical physics and biomedical engineering.

Research interests: biomedical high-intensity ultrasound applications, e.g. ultrasonic drug delivery & therapy, acoustic trapping, cancer diagnostics.

Innovation interests: new diagnostic and interventional platforms, translation of research findings into clinic via commercialization, Biodesign innovation process

Education/Academic qualification

Doctor of Philosophy, Philosophy (Natural Sciences)

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Research Output

15 Article
3 Conference contribution
2 Meeting Abstract

Automating three-dimensional osteoarthritis histopathological grading of human osteochondral tissue using machine learning on contrast-enhanced micro-computed tomography

Rytky, S. J. O., Tiulpin, A., Frondelius, T., Finnilä, M. A. J., Karhula, S. S., Leino, J., Pritzker, K. P. H., Valkealahti, M., Lehenkari, P., Joukainen, A., Kröger, H., Nieminen, H. J. & Saarakkala, S., 1 Jan 2020, In : Osteoarthritis and Cartilage.

Research output: Contribution to journal › Article › Scientific › peer-review

Open Access

Deep-Learning for Tidemark Segmentation in Human Osteochondral Tissues Imaged with Micro-computed Tomography

Tiulpin, A., Finnilä, M., Lehenkari, P., Nieminen, H. J. & Saarakkala, S., 1 Jan 2020, Advanced Concepts for Intelligent Vision Systems - 20th International Conference, ACIVS 2020, Proceedings. Blanc-Talon, J., Delmas, P., Philips, W., Popescu, D. & Scheunders, P. (eds.). SPRINGER , p. 131-138 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12002 LNCS).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

1 Citation (Scopus)

Modelling aerosol transport and virus exposure with numerical simulations in relation to SARS-CoV-2 transmission by inhalation indoors

Vuorinen, V., Aarnio, M., Alava, M., Alopaeus, V., Atanasova, N., Auvinen, M., Balasubramanian, N., Bordbar, H., Erästö, P., Grande, R., Hayward, N., Hellsten, A., Hostikka, S., Hokkanen, J., Kaario, O., Karvinen, A., Kivistö, I., Korhonen, M., Kosonen, R., Kuusela, J. & 10 others, Lestinen, S., Laurila, E., Nieminen, H. J., Peltonen, P., Pokki, J., Puisto, A., Råback, P., Salmenjoki, H., Sironen, T. & Österberg, M., 11 Jun 2020, In : Safety Science. 130, 23 p., 104866.

Research output: Contribution to journal › Article › Scientific › peer-review

Open Access

File

1 Citation (Scopus)

3 Downloads (Pure)

3D morphometric analysis of calcified cartilage properties using micro-computed tomography

Kauppinen, S., Karhula, S. S., Thevenot, J., Ylitalo, T., Rieppo, L., Kestilä, I., Haapea, M., Hadjab, I., Finnilä, M. A., Quenneville, E., Garon, M., Gahunia, H. K., Pritzker, K. P. H., Buschmann, M. D. & Nieminen, H. J., 1 Jan 2019, In : Osteoarthritis and Cartilage. 27, 1, p. 172-180 9 p.

Research output: Contribution to journal › Article › Scientific › peer-review

Open Access

File

6 Citations (Scopus)

151 Downloads (Pure)

Comparison of traditional and ultrasound-enhanced electrospinning in fabricating nanofibrous drug delivery systems

Hakkarainen, E., Kõrkjas, A., Laidmäe, I., Lust, A., Semjonov, K., Kogermann, K., Nieminen, H. J., Salmi, A., Korhonen, O., Haeggström, E. & Heinämäki, J., 1 Oct 2019, In : PHARMACEUTICS. 11, 10, 495.

Research output: Contribution to journal › Article › Scientific › peer-review

Open Access

File