@article {Jones020404, author = {Andrew Jones}, title = {Segmenting Microarrays with Deep Neural Networks}, elocation-id = {020404}, year = {2015}, doi = {10.1101/020404}, publisher = {Cold Spring Harbor Laboratory}, abstract = {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.}, URL = {https://www.biorxiv.org/content/early/2015/06/03/020404}, eprint = {https://www.biorxiv.org/content/early/2015/06/03/020404.full.pdf}, journal = {bioRxiv} }