SSMD: Semi-Supervised medical image detection with adaptive consistency and heterogeneous perturbation

•We propose a semi-supervised medical image detector with a novel adaptive consistency cost function which takes into account the confidence of proposals at each spatial position.•We develop novel heterogeneous perturbation strategies that consist of two novel components: a noisy residual block for...

Celý popis