no code implementations • 11 Jun 2016 • Muhammad Ammad-Ud-Din, Suleiman A. Khan, Disha Malani, Astrid Murumägi, Olli Kallioniemi, Tero Aittokallio, Samuel Kaski
We demonstrate that pathway-response associations can be learned by the proposed model for the well known EGFR and MEK inhibitors.
1 code implementation • 17 May 2014 • Tapio Pahikkala, Michiel Stock, Antti Airola, Tero Aittokallio, Bernard De Baets, Willem Waegeman
Dyadic prediction methods operate on pairs of objects (dyads), aiming to infer labels for out-of-sample dyads.
no code implementations • 22 Sep 2011 • Leo Lahti, Laura L. Elo, Tero Aittokallio, Samuel Kaski
Probe-level models have led to improved performance in microarray studies but the various sources of probe-level contamination are still poorly understood.