Patent ID: 11869184
Assignee: MEDI WHALE INC.
Field: Medical technology (Instruments)
Classification: CPC G  A | IPC A  G

Claim 11:
12. A renal failure diagnosis assistance device comprising:
a retinal image obtaining unit configured to obtain a retinal image from a retina of a testee;
a renal failure diagnosis assistance information obtaining unit configured to obtain renal failure diagnosis assistance information for diagnosing a renal failure of the testee based on the retinal image and a renal failure diagnosis assistance deep neural network model, the renal failure diagnosis assistance deep neural network model storing correlations between retinal images and renal failure diagnosis assistance information and including at least one convolution neural network layer; and
a renal failure diagnosis assistance information output unit configured to output the obtained renal failure diagnosis assistance information,
wherein, the renal failure diagnosis assistance information includes at least one of grade information which includes a grade selected from a plurality of grades describing an extent of risk of the renal failure, score information for determining a risk of the renal failure and risk information which indicates whether the testee is included in a high-risk group of the renal failure or not,
wherein the renal failure diagnosis assistance information output unit configured to output instruction information which is determined based on the renal failure diagnosis assistance information of the testee,
wherein the instruction information is determined based on a pre-stored renal failure diagnosis assistant information-instruction information relation, and
wherein the renal failure diagnosis assistant information-instruction information relation includes a possible medical treatment for the testee corresponding to the renal failure diagnosis assistant information.