Weakly supervised chest X-ray abnormality localization with non-linear modulation and foreground control
Sign Up to like & getrecommendations! Published in 2024 at "Scientific Reports"
DOI: 10.1038/s41598-024-79701-8
Abstract: Chest X-ray is widely used to diagnose lung diseases. Due to the demand for accelerating analysis and interpretation to reduce the workload of radiologists, there has been a growing interest in building automated systems of… read more here.
Keywords: foreground; abnormality localization; ray abnormality; chest ray ... See more keywords
BarlowTwins-CXR: enhancing chest X-ray abnormality localization in heterogeneous data with cross-domain self-supervised learning
Sign Up to like & getrecommendations! Published in 2024 at "BMC Medical Informatics and Decision Making"
DOI: 10.1186/s12911-024-02529-9
Abstract: Chest X-ray imaging based abnormality localization, essential in diagnosing various diseases, faces significant clinical challenges due to complex interpretations and the growing workload of radiologists. While recent advances in deep learning offer promising solutions, there… read more here.
Keywords: self supervised; abnormality localization; chest ray; barlowtwins cxr ... See more keywords