Medical information processing system and medical information processing apparatus

• Main Author: Tsuyuki, Masaharu
• Format: Patent
• Language: English
• Published: 02.08.2022
• Subjects: CALCULATING; COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS; COMPUTING; COUNTING; HANDLING RECORD CARRIERS; HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATIONTECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING ORPROCESSING OF MEDICAL OR HEALTHCARE DATA; IMAGE DATA PROCESSING OR GENERATION, IN GENERAL; INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTEDFOR SPECIFIC APPLICATION FIELDS; PHYSICS; PRESENTATION OF DATA; RECOGNITION OF DATA; RECORD CARRIERS

A first processor of embodiments outputs intermediate data with a quantity less than that of third medical image data by inputting the third medical image data to a compression model including an input layer and a middle layer from two trained models obtained by dividing, on the basis of the middle layer, a trained model which has been trained such that second medical image data is output from an output layer by inputting first medical image data to the input layer. A second processor outputs fourth medical image data with a quantity greater than that of the intermediate data by inputting the intermediate data acquired from the first processor via a network to an expansion model including the output layer from the two trained models.