Research output per year
Research output per year
Personal profile
Research interests
We are working on developing Big Data and Machine Learning methods devoted transform data into knowledge, and knowledge into person-centered actionable knowledge. This methods are able to agnostic ally deal with knowledge bases of complex diseases in highly uncertain, vague, and co-morbid environments. We applied our methods to genetics, images, personality traits and real-time clinical signals from ICU environments.
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Research output
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Evolution of genetic networks for human creativity
Zwir, I., Del-Val, C., Hintsanen, M., Cloninger, K. M., Romero-Zaliz, R., Mesa, A., Arnedo, J., Salas, R., Poblete, G. F., Raitoharju, E., Raitakari, O., Keltikangas-Järvinen, L., de Erausquin, G. A., Tattersall, I., Lehtimäki, T. & Cloninger, C. R., 2021, (Accepted/In press) In: Molecular Psychiatry.Research output: Contribution to journal › Review article › peer-review
Open Access4 Scopus citations -
Measuring activities of daily living in stroke patients with motion machine learning algorithms: A pilot study
Chen, P. W., Baune, N. A., Zwir, I., Wang, J., Swamidass, V. & Wong, A. W. K., Feb 2 2021, In: International journal of environmental research and public health. 18, 4, p. 1-16 16 p., 1634.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations -
Three genetic–environmental networks for human personality
Zwir, I., Del-Val, C., Arnedo, J., Pulkki-Råback, L., Konte, B., Yang, S. S., Romero-Zaliz, R., Hintsanen, M., Cloninger, K. M., Garcia, D., Svrakic, D. M., Lester, N., Rozsa, S., Mesa, A., Lyytikäinen, L. P., Giegling, I., Kähönen, M., Martinez, M., Seppälä, I., Raitoharju, E. & 10 others, , Aug 2021, In: Molecular Psychiatry. 26, 8, p. 3858-3875 18 p.Research output: Contribution to journal › Article › peer-review
Open Access27 Scopus citations -
Uncovering the complex genetics of human character
Zwir, I., Arnedo, J., Del-Val, C., Pulkki-Råback, L., Konte, B., Yang, S. S., Romero-Zaliz, R., Hintsanen, M., Cloninger, K. M., Garcia, D., Svrakic, D. M., Rozsa, S., Martinez, M., Lyytikäinen, L. P., Giegling, I., Kähönen, M., Hernandez-Cuervo, H., Seppälä, I., Raitoharju, E., de Erausquin, G. A. & 7 others, , Oct 1 2020, In: Molecular Psychiatry. 25, 10, p. 2295-2312 18 p.Research output: Contribution to journal › Article › peer-review
Open Access36 Scopus citations -
Uncovering the complex genetics of human personality: response from authors on the PGMRA Model
Zwir, I., Mishra, P., Del-Val, C., Gu, C. C., de Erausquin, G. A., Lehtimäki, T. & Cloninger, C. R., Oct 1 2020, In: Molecular Psychiatry. 25, 10, p. 2210-2213 4 p.Research output: Contribution to journal › Letter › peer-review
Open Access7 Scopus citations