Tampere University of Technology

TUTCRIS Research Portal

Publications

  1. 2020
  2. Published

    Combining deep learning with token selection for patient phenotyping from electronic health records

    Yang, Z., Dehmer, M., Yli-Harja, O. & Emmert-Streib, F., 1 Dec 2020, In : Scientific Reports. 10, 1, 1432.

    Research output: Contribution to journalArticleScientificpeer-review

  3. Published

    Bioinspired underwater locomotion of light-driven liquid crystal gels

    Shahsavan, H., Aghakhani, A., Zeng, H., Guo, Y., Davidson, Z. S., Priimägi, A. & Sitti, M., 10 Mar 2020, In : Proceedings of the National Academy of Sciences of the United States of America. 117, 10, p. 5125-5133 9 p.

    Research output: Contribution to journalArticleScientificpeer-review

  4. Published

    Mechanism of homodimeric cytokine receptor activation and dysregulation by oncogenic mutations

    Wilmes, S., Hafer, M., Vuorio, J., Tucker, J. A., Winkelmann, H., Löchte, S., Stanly, T. A., Pulgar Prieto, K. D., Poojari, C., Sharma, V., Richter, C. P., Kurre, R., Hubbard, S. R., Christopher Garcia, K., Moraga, I., Vattulainen, I., Hitchcock, I. S. & Piehler, J., 7 Feb 2020, In : Science. 367, 6478, p. 643-652 10 p.

    Research output: Contribution to journalArticleScientificpeer-review

  5. Published

    Three-Dimensional Printing of the Nasal Cavities for Clinical Experiments

    Valtonen, O., Ormiskangas, J., Kivekäs, I., Rantanen, V., Dean, M., Poe, D., Järnstedt, J., Lekkala, J., Saarenrinne, P. & Rautiainen, M., 16 Jan 2020, In : Scientific Reports. 10, 1, 1 p.

    Research output: Contribution to journalArticleScientificpeer-review

  6. Published

    Automatic Posture and Movement Tracking of Infants with Wearable Movement Sensors

    Airaksinen, M., Räsänen, O., Ilén, E., Häyrinen, T., Kivi, A., Marchi, V., Gallen, A., Blom, S., Varhe, A., Kaartinen, N., Haataja, L. & Vanhatalo, S., 13 Jan 2020, In : Scientific Reports. 10, 1, 1 p.

    Research output: Contribution to journalArticleScientificpeer-review

  7. 2019
  8. Published

    Changes in hemodynamics associated with metabolic syndrome are more pronounced in women than in men

    Kangas, P., Tikkakoski, A., Kettunen, J., Eräranta, A., Huhtala, H., Kähönen, M., Sipilä, K., Mustonen, J. & Pörsti, I., 5 Dec 2019, In : Scientific Reports. 9, 1, 11 p., 18377.

    Research output: Contribution to journalArticleScientificpeer-review

  9. Published

    Automatic classification of IgA endomysial antibody test for celiac disease: a new method deploying machine learning

    Caetano dos Santos, F. L., Michalek, I. M., Laurila, K., Kaukinen, K., Hyttinen, J. & Lindfors, K., 1 Dec 2019, In : Scientific Reports. 9, 1, 9217.

    Research output: Contribution to journalArticleScientificpeer-review

  10. Published

    Genetic similarity of biological samples to counter bio-hacking of DNA-sequencing functionality

    Islam, M. S., Ivanov, S., Robson, E., Dooley-Cullinane, T., Coffey, L., Doolin, K. & Balasubramaniam, S., 1 Dec 2019, In : Scientific Reports. 9, 1, 8684.

    Research output: Contribution to journalArticleScientificpeer-review

  11. Published

    Multimodal Machine Learning-based Knee Osteoarthritis Progression Prediction from Plain Radiographs and Clinical Data

    Tiulpin, A., Klein, S., Bierma-Zeinstra, S. M. A., Thevenot, J., Rahtu, E., Meurs, J. V., Oei, E. H. G. & Saarakkala, S., 1 Dec 2019, In : Scientific Reports. 9, 1, 20038.

    Research output: Contribution to journalArticleScientificpeer-review

  12. Published

    Aerosol gas exchange system (AGES) for nanoparticle sampling at elevated temperatures: Modeling and experimental characterization

    Bainschab, M., Martikainen, S., Keskinen, J., Bergmann, A. & Karjalainen, P., 20 Nov 2019, In : Scientific Reports. 9, 1, 12 p., 17149.

    Research output: Contribution to journalArticleScientificpeer-review

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