AIMC Topic: Hemarthrosis
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Leveraging domain knowledge for synthetic ultrasound image generation: a novel approach to rare disease AI detection.
International journal of computer assisted radiology and surgery
Dec 29, 2024
PURPOSE: This study explores the use of deep generative models to create synthetic ultrasound images for the detection of hemarthrosis in hemophilia patients. Addressing the challenge of sparse datasets in rare disease diagnostics, the study aims to ...
Artificial intelligence for detection of effusion and lipo-hemarthrosis in X-rays and CT of the knee.
European journal of radiology
Apr 10, 2024
BACKGROUND: Traumatic knee injuries are challenging to diagnose accurately through radiography and to a lesser extent, through CT, with fractures sometimes overlooked. Ancillary signs like joint effusion or lipo-hemarthrosis are indicative of fractur...
Humans
Artificial Intelligence
Algorithms
Retrospective Studies
Tomography, X-Ray Computed
Female
Aged
Aged, 80 and over
Young Adult
Adult
Sensitivity and Specificity
Male
Middle Aged
Adolescent
Radiographic Image Interpretation, Computer-Assisted
Knee Joint
Exudates and Transudates
Knee Injuries
Hemarthrosis
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