Medical image reconstruction apparatus and method for screening for plurality of types of lung diseases

A medical image reconstruction apparatus for reconstructing a medical image to assist reading of a medical image based on a medical artificial neural network, the medical image reconstruction apparatus comprising a computing system, wherein the computing system comprises:

• a receiver interface configured to receive a plurality of training datasets, including a first training reconstruction parameter derived to diagnose or analyze a first type of lesion for one original medical image, and a second training reconstruction parameter derived to diagnose or analyze a second type of lesion for the original medical image;
• at least one processor;
• and
• an artificial neural network,
• wherein the at least one processor is configured to:
• transfer the plurality of training datasets to the artificial neural network;
• and
• control the artificial neural network to learn a correlation between the first training reconstruction parameter and the second training reconstruction parameter corresponding to a correlation between the first type of lesion and the second type of lesion.

A medical image reconstruction method for reconstructing a medical image to assist reading of a medical image, the medical image reconstruction method being executed by a computing system, the computing system comprising at least one processor and a receiver interface, the medical image reconstruction method comprising:

• receiving, by the at least one processor, a first medical image, to which a first reconstruction parameter adapted to diagnose or analyze a first type of lesion is applied, via the receiver interface;
• transferring, by the at least one processor, a diagnosis order for a diagnosis or analysis of a second type of lesion to a first artificial neural network;
• and
• controlling, by the at least one processor, the first artificial neural network to generate a second medical image adapted to diagnose or analyze the second type of lesion by reconstructing the first medical image or a second reconstruction parameter to be applied to the first medical image for generating the second medical image in response to the diagnosis order.

A medical image reconstruction apparatus for reconstructing a medical image to assist reading of a medical image, the medical image reconstruction apparatus comprising a computing system, wherein the computing system comprises:

• a receiver interface configured to receive a first medical image adapted to diagnose or analyze a first type of lesion is applied;
• and
• at least one processor configured to:
• transfer a diagnosis order for a diagnosis or analysis of a second type of lesion to an artificial neural network;
• and
• control the artificial neural network to generate a second medical image adapted to diagnose or analyze the second type of lesion by reconstructing the first medical image in response to the diagnosis order;
• and
• provide the second medical image to a user via a user interface.