Lymph node detection in CT scans using modified U-Net with residual learning and 3D deep network.

We developed an automated framework for LNs detection using a modified U-Net with residual learning and 3D CNNs. The results indicate that our method could achieve high sensitivity with relatively low false positives, which helps avoid ineffective treatments.