Our research project is based on neural networks to efficiently search the neural markers of anomalous craniofacial processing for the early detection and diagnosis of ASD (Autism Spectrum Disorder). We are developing machine-learning algorithm based on neural networks to achieve expected results and a mobile application for visualizing and publishing purposes.