AIMC Topic: Radiography
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Guest Editorial Annotation-Efficient Deep Learning: The Holy Grail of Medical Imaging.
IEEE transactions on medical imaging
Sep 30, 2021
Generalized Zero-Shot Chest X-Ray Diagnosis Through Trait-Guided Multi-View Semantic Embedding With Self-Training.
IEEE transactions on medical imaging
Sep 30, 2021
Zero-shot learning (ZSL) is one of the most promising avenues of annotation-efficient machine learning. In the era of deep learning, ZSL techniques have achieved unprecedented success. However, the developments of ZSL methods have taken place mostly ...
Assessing Bone Age: A Paradigm for the Next Generation of Artificial Intelligence in Radiology.
Radiology
Sep 28, 2021
Artificial Intelligence Algorithm Improves Radiologist Performance in Skeletal Age Assessment: A Prospective Multicenter Randomized Controlled Trial.
Radiology
Sep 28, 2021
Background Previous studies suggest that use of artificial intelligence (AI) algorithms as diagnostic aids may improve the quality of skeletal age assessment, though these studies lack evidence from clinical practice. Purpose To compare the accuracy ...
Artificial Intelligence in Radiology: A Canadian Environmental Scan.
Canadian Association of Radiologists journal = Journal l'Association canadienne des radiologistes
Sep 27, 2021
Novel Computer-Aided Diagnosis Software for the Prevention of Retained Surgical Items.
Journal of the American College of Surgeons
Sep 27, 2021
BACKGROUND: Retained surgical items are a serious human error. Surgical sponges account for 70% of retained surgical items. To prevent retained surgical sponges, it is important to establish a system that can identify errors and avoid the occurrence ...
AUR-RRA Review: Logistics of Academic-Industry Partnerships in Artificial Intelligence.
Academic radiology
Sep 22, 2021
The Radiology Research Alliance (RRA) of the Association of University Radiologists (AUR) convenes Task Forces to address current topics in radiology. In this article, the AUR-RRA Task Force on Academic-Industry Partnerships for Artificial Intelligen...
Artificial Intelligence in Radiology Education: A Longitudinal Approach.
Academic radiology
Sep 21, 2021
Stakeholders' perspectives on the future of artificial intelligence in radiology: a scoping review.
European radiology
Sep 21, 2021
OBJECTIVES: Artificial intelligence (AI) has the potential to impact clinical practice and healthcare delivery. AI is of particular significance in radiology due to its use in automatic analysis of image characteristics. This scoping review examines ...
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