20172020

Research output per year

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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 journalArticleScientificpeer-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 proceedingConference contributionScientificpeer-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 journalArticleScientificpeer-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 journalArticleScientificpeer-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 journalArticleScientificpeer-review

    Open Access
    File
  • 1 Citation (Scopus)
    39 Downloads (Pure)

    Projects

    TUTLI-Vestoscope commercializa

    Nieminen, H., Vallila, J. & Kouros, A.

    01/01/202031/12/2021

    Project: Business Finland: New business from research ideas (TUTLI)

    Vestoscope

    Nieminen, H. & Laakso, A.

    01/01/202031/12/2021

    Project: Business Finland: New business from research ideas (TUTLI)

    AdvaNeedle: Advanced Ultrasonic Fine-Needle for Biopsy

    Rantanen, J., Le Bourlout, Y., Nieminen, H., Bunni, S., Ehnholm, G. & Hayward, N.

    01/01/201931/05/2021

    Project: Business Finland: New business from research ideas (TUTLI)

    TUTLI-AdvaNeedle Commercial.

    Nieminen, H., Rantanen, J. & Le Bourlout, Y.

    01/01/201931/05/2021

    Project: Business Finland: New business from research ideas (TUTLI)

    LIGHTOPSY: Smart tumor biopsy

    Nieminen, H., Rantanen, J., Mitronen, L., Hänninen, M. & Lavonen, L.

    01/09/201831/12/2020

    Project: Business Finland: New business from research ideas (TUTLI)

    Activities

    INSERM

    Heikki Nieminen (Visitor (research and teaching))
    18 Oct 2017

    Activity: Visiting an external institution typesVisit abroad

    Frontiers in Physics (Journal)

    Heikki Nieminen (Editorial board member)
    2017

    Activity: Publication peer-review and editorial work typesMembership of an editorial board

    Julius Tallberg Foundation

    Heikki Nieminen (Examiner)
    2017 → …

    Activity: Examination typesEvaluation of funding applications

    Tekniikan päivät 2017

    Heikki Nieminen (Speaker)
    29 Sep 2017

    Activity: Talk or presentation typesPublic or invited talk

    Aalto University (Organisational unit)

    Heikki Nieminen (Member)
    2017

    Activity: Membership typesPosition of trust in an academic community