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International and National Collaboration Publications and projects within past five years.

Publications 2016 2018

Drug Target Commons: A Community Effort to Build a Consensus Knowledge Base for Drug-Target Interactions

Tang, J., Tanoli, Z-R., Ravikumar, B., Alam, Z., Rebane, A., Vähä-Koskela, M., Peddinti, G., van Adrichem, A. J., Wakkinen, J., Jaiswal, A., Karjalainen, E., Gautam, P., He, L., Parri, E., Khan, S., Gupta, A., Ali, M., Yetukuri, L., Gustavsson, A-L., Seashore-Ludlow, B. & 6 others, Hersey, A., Leach, A. R., Overington, J. P., Repasky, G., Wennerberg, K. & Aittokallio, T., 15 Feb 2018, In : Cell chemical biology. 25, 2, p. 224-+ 8 p.

Research output: Contribution to journalArticleScientificpeer-review

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Global proteomics profiling improves drug sensitivity prediction: results from a multi-omics, pan-cancer modeling approach

Ali, M., Khan, S. A., Wennerberg, K. & Aittokallio, T., 15 Apr 2018, In : Bioinformatics. 34, 8, p. 1353-1362 10 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
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Machine learning and feature selection for drug response prediction in precision oncology applications

Ali, M. & Aittokallio, T., 10 Aug 2018, In : Biophysical reviews. 11, 1, p. 31-39 9 p.

Research output: Contribution to journalArticleScientificpeer-review

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Multiple Output Regression with Latent Noise

Gillberg, J., Marttinen, P., Pirinen, M., Kangas, A. J., Soininen, P., Ali, M., Havulinna, A. S., Järvelin, M-R., Ala-Korpela, M. & Kaski, S., 1 Jan 2016, In : Journal of Machine Learning Research. 17, 1, p. 4170-4204 35 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
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