Abstract:Novel medical device driven by artificial intelligence (AI) is developing fast. The research, development and quality
control activities need clinical datasets with high quality. Human factor is an important element in the quality management of
datasets, which has significant impact on the quality of AI medical device. With reference to practical experience during construction
of datasets for AI, we discussed the impact of personnel on the quality of medical AI datasets and described the requirement on
personnel management, such as issues with qualification, evaluation and examination, further providing advice for quality control of
datasets from the perspective of human factor.
王权,王浩,孟祥峰,刘艳珍,任海萍. 人员管理对人工智能医疗器械用数据集质量的影响分析[J]. 中国医疗设备, 2018, 33(12): 6-9.
WANG Quan, WANG Hao, MENG Xiangfeng, LIU Yanzhen, REN Haiping. Analysis of Personnel Management on the Quality of Datasets for
Artificial Intelligence Medical Device. China Medical Devices, 2018, 33(12): 6-9.