Patent ID: 11922277
Assignee: OSAKA UNIVERSITY
Field: Medical technology (Instruments)
Classification: CPC A  G | IPC G

Claim 1:
2. The method of claim 1, further comprising:
i) ranking, by the processor, the individual differentiation models in descending order based on the second differentiation accuracy for each of the subjects;
ii) calculating, by the processor, values of third differentiation accuracy by an ensemble method, wherein the ensemble method includes,
preparing serially ensembles of the individual differentiation models by incorporating into an initial one of the ensembles the individual differentiation model one by one according to the descending order, wherein the initial one includes the differentiation maximum (MAX) model, and
calculating each of the values of the third differentiation accuracy based on voting of the individual differentiation models included in the ensemble; and

iii) determining, by the processor, the ensemble with the highest value of the third differentiation accuracy to generate an improved differentiation model for each of the subjects.