Ad hoc approach for determining network structure and training parameters- Trial & Error ?
Opacity or black-box nature gives poor explanation capabilities which are important in medicine
Limitations of Neural Networks
Significant inputs are not immediately obvious
When to stop training to avoid over-fitting ?
Local Minima may hinder optimum solution
in a maze of network weights