The methods of clinical analogical reasoning and patient similarity analysis, extension of concept computability in specific clinical semantic space, fusion of patient-level multi-concept space, establishment and utilization of patient similarity group are expounded in detail, and the opportunities and challenges in this research field are analyzed, so as to provide references for domestic related research.