Feature data processing: Making medical data fit deep neural networks

Yingying Xu, Zhi Liu, Yujun Li, Haixia Hou, Yankun Cao, Yuefeng Zhao, Wei Guo, Lizhen Cui

Abstract: Highlights•Clarify the concept of feature data and provide a corresponding processing model.•Propose a feature data processing system to make the data fit the DNN.•Given the exact application of the proposed system on a IoMT traffic use case.•Provide an effective reference for the promotion of DNN. applications