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US 11,684,317 B2Granted
Disease prediction model construction apparatus and method, and disease prediction apparatus
AssigneeSamsung Electronics Co., Ltd.
InventorsEui Seok Shin, Jin Young Park, Seung Jun Lee
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Abstract
A disease prediction model construction apparatus is provided. The disease prediction model construction apparatus may include a spectral data acquisition unit that emits near-infrared rays toward a skin of a subject to acquire near-infrared spectral data and a prediction model construction unit that constructs a disease prediction model based on a time-blood glucose graph generated from the acquired near-infrared spectral data.
Claims6
A disease prediction apparatus comprising:
- a spectral data acquisition circuit configured to emit near-infrared rays toward a skin of a subject to acquire near-infrared spectral data;
- and
- a prediction circuit configured to apply a disease prediction model to the acquired spectral data and predict disease of the subject,
- wherein the disease prediction model is based on a correlation between near-infrared spectral data acquired for at least one subject as an independent variable and an area under a curve (AUC) of a time-blood glucose graph of the same at least one subject as a dependent variable.
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