Volkan Atalay

TL;DR: An algorithm for removing the degeneracies during triangulation by modifying the definition of the Delaunay cavity has also the effect of preserving the curavature in the face area.

TL;DR: In this work, a subband domain textual image compression method is developed and it is observed that very high compression ratios are obtained with this method.

TL;DR: This study proposes a large-scale DTI interaction prediction system, DEEPScreen, for early stage drug discovery, using convolutional deep neural networks and compared it with other deep learning based state-of-the-art DTI predictors on widely used benchmark datasets to indicate the effectiveness of the proposed deep learning approach.

TL;DR: A novel model- and data-driven hybrid approach, or signal transduction score flow algorithm, which allows quantitative visualization of cyclic cell signalling pathways that lead to ultimate cell responses such as survival, migration or death.

TL;DR: The results confirm that two or more reference genes should be used in combination for differential expression analysis of large-scale data obtained from microarray or next generation sequencing studies, and context dependent reference gene sets, as presented in this study, are required for normalization of expression data from diverse technological backgrounds.