Image processing apparatus, image processing method and program, and image processing system
Provided are an image processing apparatus, an image processing method and program, and an image processing system that improve diagnostic accuracy by prompting processing requests more easily and without omission. The above object is achieved by the image processing apparatus, the image processing method and program, and the image processing system configured to acquire image features of a medical image of an examination target, acquire a reference case and a diagnostic log based on the image features, determine a recommended process for the medical image of the examination target based on the acquired reference case and diagnostic log, and present the recommended process.
1 . An image processing apparatus comprising:
at least one memory that stores instructions for execution by a processor; and
at least one processor that executes the instructions stored in the memory,
wherein the processor is configured to:
acquire image features of a medical image of an examination target;
acquire a reference case based on the image features and a diagnostic log associated with the reference case, wherein the diagnostic log includes past diagnostic results managed for each user and results of an influence of image processing on the past diagnostic results, wherein the past diagnostic results comprise at least a diagnostic result before a user checks a result of the image processing and a diagnostic result after the user checks the result of the image processing;
determine a recommended process for the medical image of the examination target based on the acquired reference case and the results of the influence of the image processing on the past diagnostic results as indicated in the diagnostic log; and
display the recommended process on a display of a user terminal.
2 . The image processing apparatus according to claim 1 , wherein the recommended process includes at least one of an automatic lesion extraction process or an automatic disease name determination process for the medical image of the examination target.
3 . The image processing apparatus according to claim 1 , wherein the processor is configured to acquire the reference case using at least one of digital imaging and communications in medicine (Dicom) tag information, position information, or similar image search.
4 . The image processing apparatus according to claim 1 , wherein the processor is configured to present a result of effective utilization of the recommended process in the reference case.
5 . The image processing apparatus according to claim 1 , wherein the processor is configured to additionally present a new recommended process based on a processing result of performing the recommended process.
6 . The image processing apparatus according to claim 1 , wherein the processor is configured to acquire a past image similar to the medical image of the examination target based on the image features.
7 . An image processing system comprising:
the image processing apparatus according to claim 1 ;
an imaging apparatus that captures a medical image of an examination target;
a database that stores the reference case and the diagnostic log; and
the display on which the recommended process is presented.
8 . The image processing system according to claim 7 , wherein the image processing apparatus is provided in a server device connected to the Internet.
9 . An image processing method comprising:
an image feature acquisition step of acquiring image features of a medical image of an examination target;
a similar image acquisition step of acquiring a past image similar to the medical image of the examination target based on the image features and a diagnostic log associated with the past image, wherein the diagnostic log includes past diagnostic results managed for each user and results of an influence of image processing on the past diagnostic results, wherein the past diagnostic results comprise at least a diagnostic result before a user checks a result of the image processing and a diagnostic result after the user checks the result of the image processing;
a recommended process determination step of determining a recommended process for the medical image of the examination target based on the acquired past image and the results of the influence of the image processing on the past diagnostic results as indicated in the diagnostic log; and
a presentation step of displaying the recommended process on a display of a user terminal.
10 . A non-transitory, computer-readable tangible recording medium which records thereon a program for causing, when read by a computer, the computer to execute the image processing method according to claim 9 .