PT - JOURNAL ARTICLE AU - Andrew Jones TI - Segmenting Microarrays with Deep Neural Networks AID - 10.1101/020404 DP - 2015 Jan 01 TA - bioRxiv PG - 020404 4099 - http://biorxiv.org/content/early/2015/06/03/020404.short 4100 - http://biorxiv.org/content/early/2015/06/03/020404.full AB - Microarray images consist of thousands of spots, e ach of which corresponds to a different biological material. The microarray segmentation problem is to work out which pixels belong to which spots, even in presence of noise and corruption. We propose a solution based on deep neural networks, which achieves excellent results both on simulated and experimental data. We have made the source code for our solution available on Github under a permissive license.