Medical information processing apparatus, method and non-transitory computer-readable storage medium to acquire biometric data regarding skin image and to continuously monitor internal body component without using special equipment

A medical information processing method, using a computer, the method comprising:

• acquiring biometric data regarding a subject, including a captured image of skin of the subject;
• identifying reference data showing characteristics that reflect changes in parameters of internal body components based on a first feature amount included in the biometric data;
• acquiring a second feature amount by inputting the first feature amount into a model stored in a memory, the model being configured to mutually convert between the first feature amount and the second feature amount containing parameters of the internal body components;
• deriving pseudo-feature data regarding the first feature amount simulated by changing at least some of the parameters of the internal body components included in the second feature amount to enable comparison with the reference data:
• determining reliability scores with respect to the parameters of the internal body components based on a degree of similarity between the reference data and the pseudo-feature data;
• and
• generating and displaying an image including information of the determined reliability scores.

A non-transitory computer-readable recording medium storing a program causing a computer to:

• acquire biometric data regarding a subject, including a captured image of skin of the subject;
• identify reference data showing characteristics that reflect changes in parameters of internal body components based on a first feature amount included in the biometric data;
• acquire a second feature amount by inputting the first feature amount into a model stored in a memory, the model being configured to mutually convert between the first feature amount and the second feature amount containing parameters of the internal body components;
• derive pseudo-feature data regarding the first feature amount simulated by changing at least some of the parameters of the internal body components included in the second feature amount to enable comparison with the reference data;
• determine reliability scores with respect to the parameters of the internal body components based on a degree of similarity between the reference data and the pseudo-feature data;
• and
• generate and display an image including information of the determined reliability scores.