MEDICAL IMAGE PROCESSING METHOD AND DEVICE USING MACHINE LEARNING

A medical image processing method using machine learning according to an embodiment of the present invention includes acquiring an X-ray image of an object, identifying a plurality of anatomical regions by applying a deep learning technique for each bone structure region that constitutes the X-ray i...

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Bibliographische Detailangaben
Hauptverfasser:	CHOI, Woong, HAN, Kap Soo, YOON, Sun Jung, OH, II Seok, KIM, Min Woo, KO, Myoung Hwan
Format:	Patent
Sprache:	eng
Schlagworte:	CALCULATING COMPUTING COUNTING DIAGNOSIS HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATIONTECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING ORPROCESSING OF MEDICAL OR HEALTHCARE DATA HUMAN NECESSITIES HYGIENE IDENTIFICATION IMAGE DATA PROCESSING OR GENERATION, IN GENERAL INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTEDFOR SPECIFIC APPLICATION FIELDS MEDICAL OR VETERINARY SCIENCE PHYSICS SURGERY
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Beschreibung
Zusammenfassung:	A medical image processing method using machine learning according to an embodiment of the present invention includes acquiring an X-ray image of an object, identifying a plurality of anatomical regions by applying a deep learning technique for each bone structure region that constitutes the X-ray image, predicting a bone disease according to bone quality for each of the plurality of anatomical regions, and determining an artificial joint that replaces the anatomical region in which the bone disease is predicted.