COMBINING GENERALIST AND SPECIALIST MEDICAL AI FOR OPTIMIZING PERFORMANCE
개요
발명자
Awais Mansoor; Bogdan Georgescu; Florin-Cristian Ghesu; Ingo Schmuecking; Pranjal Sahu; Sasa Grbic
IPC 분류
CPC 분류
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.
원문 (중국어)
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.