Abstract Detection of mental disorders from textual input is an emerging field for applied machine and deep learning methods. Here, we explore the limits automated detection autism spectrum disorder (ASD) schizophrenia (SCZ). We compared performance of: (1) dedicated diagnostic tools that involve collecting data, (2) methods to data gathered by these tools, (3) psychiatrists. Our article tests ...