A deep learning approach for real time prostate segmentation in freehand ultrasound guided biopsy.

•Real-time prostate segmentation to enable a targeted prostate biopsy system.•Convolutional neural networks for extracting spatial features and recurrent neural networks for temporal features.•Improved architecture and training of the network to provide better segmentation.