Fully automatic quantification for hand synovitis in rheumatoid arthritis using pixel-classification-based segmentation network in DCE-MRI
Wanxuan Fang, Yijun Mao, Haolin Wang, Hiroyuki Sugimori, Shinji Kiuch, Kenneth Sutherland, Tamotsu Kamishima
Topics & Concepts
SegmentationArtificial intelligenceMedicineSynovitisGround truthPannusComputer sciencePattern recognition (psychology)Magnetic resonance imagingPixelImage segmentationNuclear medicineRadiologyRheumatoid arthritisInternal medicineRheumatoid Arthritis Research and TherapiesOsteoarthritis Treatment and MechanismsGout, Hyperuricemia, Uric Acid