X-RAY IMAGE DIAGNOSTIC APPARATUS, MEDICAL INFORMATION PROCESSING APPARATUS, MEDICAL INFORMATION PROCESSING SYSTEM, AND MEDICAL INFORMATION PROCESSING METHOD
An X-ray image diagnostic apparatus or a medical information processing apparatus according to an embodiment includes an X-ray irradiator that outputs an X-ray and an X-ray detector that detects the X-ray output by the X-ray irradiator and transmitted through a subject. The X-ray image diagnostic apparatus or the medical information processing apparatus that generates an X-ray image based on detection data obtained by detection by the X-ray detector includes processing circuitry. The processing circuitry receives a first instruction, receive an instruction to add the X-ray image, acquires the degree of conformity between the first instruction and a second instruction based on a database in which a plurality of the second instructions and a plurality of prompts are associated with each other, acquires an evaluation value obtained by evaluating the plurality of prompts identified by the acquired degree of conformity, and displays one or a plurality of prompts to which the X-ray image is added selected from the plurality of prompts based on the evaluation value.
1 . An X-ray image diagnostic apparatus comprising:
an X-ray irradiator configured to output an X-ray;
an X-ray detector configured to detect the X-ray output by the X-ray irradiator and transmitted through a subject; and
processing circuitry configured to:
generate an X-ray image based on detection data obtained by detection by the X-ray detector,
receive a first instruction,
receive an instruction to add the X-ray image,
acquire a degree of conformity between the first instruction and a second instruction based on a database in which a plurality of the second instructions and a plurality of prompts are associated with each other,
acquire an evaluation value obtained by evaluating the plurality of prompts identified by the acquired degree of conformity, and
display one or a plurality of prompts to which the X-ray image is added selected from the plurality of prompts based on the evaluation value.
2 . A medical information processing apparatus comprising processing circuitry configured to:
receive a first instruction,
acquire a degree of conformity between the first instruction and a second instruction based on a database in which a plurality of the second instructions and a plurality of prompts are associated with each other,
acquire an evaluation value obtained by evaluating the plurality of prompts identified by the acquired degree of conformity, and
display one or a plurality of prompts selected from the plurality of prompts based on the evaluation value.
3 . The medical information processing apparatus according to claim 2 , wherein the processing circuitry updates the evaluation value.
4 . The medical information processing apparatus according to claim 2 , wherein
the processing circuitry
evaluates reproducibility between a generation result generated by a generative model by inputting the prompt and the generation result generated in past, and
displays the prompt based on the evaluation value and a value according to the reproducibility.
5 . The medical information processing apparatus according to claim 4 , wherein the processing circuitry displays an image indicating that the reproducibility of the prompt is lower than a threshold.
6 . The medical information processing apparatus according to claim 4 , wherein the processing circuitry does not display the prompt the reproducibility of which is lower than a threshold.
7 . The medical information processing apparatus according to claim 2 , wherein
the processing circuitry
receives specification of a type of additional information to be added to the prompt, and
displays the prompt according to the specified type of the additional information.
8 . The medical information processing apparatus according to claim 2 , wherein
the processing circuitry
receives an operation to select a generation result from a plurality of generation results of respective the plurality of prompts identified by the evaluation value, and
displays a prompt corresponding to the selected generation result.
9 . The medical information processing apparatus according to claim 2 , wherein the processing circuitry acquires the evaluation value including a user recommendation level or a reference count.
10 . The medical information processing apparatus according to claim 9 , wherein the user recommendation level is information indicating a number of times the prompt is displayed as a good prompt by a user.
11 . The medical information processing apparatus according to claim 9 , wherein the reference count is a number of times the prompt is evaluated.
12 . The medical information processing apparatus according to claim 2 , wherein
the processing circuitry
receives the first instruction including medical information, and
displays the prompt that requests processing of the medical information according to an instruction content indicated by the first instruction.
13 . A medical information processing system comprising a medical information processing apparatus and a server including a generative model, wherein
the medical information processing apparatus comprises processing circuitry configured to:
receive a first instruction,
acquire a degree of conformity of a second instruction to the first instruction based on a database in which a plurality of the second instructions and a plurality of prompts are associated with each other,
acquire an evaluation value obtained by evaluating the plurality of prompts identified by the acquired degree of conformity,
display one or more of the prompts selected from the prompts based on the evaluation value, and
transmit the prompt selected from the displayed one or more of the prompts to the server, and
the server comprises a storage unit configured to store therein the generative model configured to perform processing based on the prompt transmitted from the medical information processing apparatus.
14 . A medical information processing method comprising:
receiving a first instruction for a generative model,
acquiring the degree of conformity of a second instruction for the generative model to the first instruction based on a database in which a plurality of the second instructions and a plurality of prompts are associated with each other,
acquiring an evaluation value obtained by evaluating the plurality of prompts identified by the acquired degree of conformity, and
displaying one or more of the prompts selected from the prompts based on the evaluation value.