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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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 Access21 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 Access3 Scopus citations -
Uncovering the complex genetics of human temperament
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. 2275-2294 20 p.Research output: Contribution to journal › Article › peer-review
Open Access16 Scopus citations -
Uncovering tumour heterogeneity through PKR and nc886 analysis in metastatic colon cancer patients treated with 5-FU-based chemotherapy
Ortega-García, M. B., Mesa, A., Moya, E. L. J., Rueda, B., Lopez-Ordoño, G., García, J. Á., Conde, V., Redondo-Cerezo, E., Lopez-Hidalgo, J. L., Jiménez, G., Peran, M., Martínez-González, L. J., Val, C. D., Zwir, I., Marchal, J. A. & García, M. Á., Feb 2020, In: Cancers. 12, 2, 379.Research output: Contribution to journal › Article › peer-review
Open Access4 Scopus citations -
The complex genetics and biology of human temperament: a review of traditional concepts in relation to new molecular findings
Cloninger, C. R., Cloninger, K. M., Zwir, I. & Keltikangas-Järvinen, L., Dec 1 2019, In: Translational psychiatry. 9, 1, 290.Research output: Contribution to journal › Review article › peer-review
Open Access6 Scopus citations