Medical Image Retrieval using Deep Convolutional Neural Network.

•Selection of publicly available medical images having 24 classes and 5 modalities.•Classification of multimodal medical images by deep convolutional neural network.•Content based medical image retrieval using with and without class predictions.•Improved classification accuracy and better mean average precision for retrieval.