1. An apparatus to detect a lesion, comprising a processor that comprises: a model generator configured to generate a parameter prediction model based on pre-collected medical images; an extractor configured to extract a feature value from a received medical image; and a determiner configured to determine a parameter value of a lesion detection process using the extracted feature value and the parameter prediction model.