COMBINING GENERALIST AND SPECIALIST MEDICAL AI FOR OPTIMIZING PERFORMANCE
卷宗概要
发明人
Awais Mansoor; Bogdan Georgescu; Florin-Cristian Ghesu; Ingo Schmuecking; Pranjal Sahu; Sasa Grbic
IPC 分类
CPC 分类
Systems and methods performing a medical analysis task using a GMAI (generalist medical artificial intelligence) system and an SMAI (specialist medical artificial intelligence) system are provided. Patient data is received. Using a GMAI (generalist medical artificial intelligence) system, 1) a medical analysis task is performed on the patient data and 2) an uncertainty associated with results of the medical analysis task performed using the GMAI system is determined. It is determined whether the uncertainty associated with the results of the medical analysis task performed using the GMAI system is satisfactory. In response to determining that the uncertainty associated with the results of the medical analysis task performed using the GMAI system is not satisfactory, the medical analysis task is performed on the patient data using an SMAI (specialist medical artificial intelligence) system. Results of the medical analysis task performed using the SMAI system are output.
原文（中文）
Systems and methods performing a medical analysis task using a GMAI (generalist medical artificial intelligence) system and an SMAI (specialist medical artificial intelligence) system are provided. Patient data is received. Using a GMAI (generalist medical artificial intelligence) system, 1) a medical analysis task is performed on the patient data and 2) an uncertainty associated with results of the medical analysis task performed using the GMAI system is determined. It is determined whether the uncertainty associated with the results of the medical analysis task performed using the GMAI system is satisfactory. In response to determining that the uncertainty associated with the results of the medical analysis task performed using the GMAI system is not satisfactory, the medical analysis task is performed on the patient data using an SMAI (specialist medical artificial intelligence) system. Results of the medical analysis task performed using the SMAI system are output.