Prompt-enhanced hierarchical transformer elevating cardiopulmonary resuscitation instruction via temporal action segmentation

Yang Liu, Xiaoyun Zhong, Shiyao Zhai, Zhicheng Du, Zhenyuan Gao, Qiming Huang, Can Yang Zhang, Bin Jiang, Vijay Kumar Pandey, Sanyang Han, Runming Wang, Yuxing Han, Chuhui Wang, Peiwu Qin

Abstract: Highlights•Creating a specialized dataset that contains labeled videos of cardiopulmonary resuscitation (CPR).•Developing a transformer-based deep learning model for frame-wise CPR action segmentation.•Demonstrating that temporal action segmentation tasks promote CPR instruction.