AIMC Topic: Diagnostic Imaging

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UPMatch: Enhancing Semi-Supervised Medical Image Classification through Contrastive Learning with Unreliable Pseudo Labels.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jul 1, 2024
Pseudo-labeling based semi-supervised learning (SSL) framework has proven highly successful in medical image analysis (MIA) by addressing the problem of a shortage of labeled samples. However, the existing SSL methods use a fixed or flexible confiden...
Humans Algorithms Image Processing, Computer-Assisted Diagnostic Imaging Supervised Machine Learning
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Integrated Diagnostics: Embracing Artificial Intelligence and, Above All, Multidisciplinary Teamwork.

Radiology Jul 1, 2024
Humans Artificial Intelligence Diagnostic Imaging Patient Care Team
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Checklist for Artificial Intelligence in Medical Imaging (CLAIM): 2024 Update.

Radiology. Artificial intelligence Jul 1, 2024
To address the rapid evolution of artificial intelligence in medical imaging, the authors present the Checklist for Artificial Intelligence in Medical Imaging (CLAIM) 2024 Update.
Humans Artificial Intelligence Diagnostic Imaging Checklist
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AI Imaging Analysis Needs Evaluation Before Implementation.

JAMA surgery Jul 1, 2024
Humans Artificial Intelligence Diagnostic Imaging
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How Artificial Intelligence Will Enhance Imaging Access and Analysis.

JAMA Jun 18, 2024
Humans Artificial Intelligence Diagnostic Imaging Radiographic Image Interpretation, Computer-Assisted
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Invited Commentary: The Double-edged Sword of Bias in Medical Imaging Artificial Intelligence.

Radiographics : a review publication of the Radiological Society of North America, Inc May 1, 2024
Humans Artificial Intelligence Radiography Diagnostic Imaging Bias
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Lessons Learned in Building Expertly Annotated Multi-Institution Datasets and Hosting the RSNA AI Challenges.

Radiology. Artificial intelligence May 1, 2024
The Radiological Society of North America (RSNA) has held artificial intelligence competitions to tackle real-world medical imaging problems at least annually since 2017. This article examines the challenges and processes involved in organizing these...
Humans Artificial Intelligence Diagnostic Imaging Radiology North America Societies, Medical
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[Medical image segmentation data augmentation method based on channel weight and data-efficient features].

Sheng wu yi xue gong cheng xue za zhi = Journal of biomedical engineering = Shengwu yixue gongchengxue zazhi Apr 25, 2024
In computer-aided medical diagnosis, obtaining labeled medical image data is expensive, while there is a high demand for model interpretability. However, most deep learning models currently require a large amount of data and lack interpretability. To...
Humans Neural Networks, Computer Algorithms Diagnosis, Computer-Assisted Deep Learning Image Processing, Computer-Assisted Diagnostic Imaging
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Comparative Analysis of Multimodal Large Language Model Performance on Clinical Vignette Questions.

JAMA Apr 16, 2024
Artificial Intelligence Language Diagnostic Imaging Medical History Taking
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Opinion: Big Data Elements Key to Medical Imaging Machine Learning Tool Development.

Journal of breast imaging Apr 1, 2024
Machine Learning Big Data Diagnostic Imaging
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