Cephalometric landmark detection via global and local encoders and patch-wise attentions

•Multiple cephalometric landmarks can be localized via a single-passing CNN.•A novel patch-wise attention mechanism is introduced to fuse global and local features.•Multiple cephalometric landmarks can be successfully localized without additional post-processing or the modeling of an anatomical topology.•Variations on head postures and anatomical structures can be handled.