AIMC Topic: Workflow
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Practical Applications of Artificial Intelligence in Spine Imaging: A Review.
Radiologic clinics of North America
Nov 18, 2023
Artificial intelligence (AI), a transformative technology with unprecedented potential in medical imaging, can be applied to various spinal pathologies. AI-based approaches may improve imaging efficiency, diagnostic accuracy, and interpretation, whic...
Deep Learning in Surgical Workflow Analysis: A Review of Phase and Step Recognition.
IEEE journal of biomedical and health informatics
Nov 7, 2023
OBJECTIVE: In the last two decades, there has been a growing interest in exploring surgical procedures with statistical models to analyze operations at different semantic levels. This information is necessary for developing context-aware intelligent ...
Deep learning-based workflow for hip joint morphometric parameter measurement from CT images.
Physics in medicine and biology
Nov 6, 2023
Precise hip joint morphometry measurement from CT images is crucial for successful preoperative arthroplasty planning and biomechanical simulations. Although deep learning approaches have been applied to clinical bone surgery planning, there is still...
Workflow for Evaluating Normalization Tools for Omics Data Using Supervised and Unsupervised Machine Learning.
Journal of the American Society for Mass Spectrometry
Oct 28, 2023
To achieve high quality omics results, systematic variability in mass spectrometry (MS) data must be adequately addressed. Effective data normalization is essential for minimizing this variability. The abundance of approaches and the data-dependent n...
Deep learning assisted measurement of echocardiographic left heart parameters: improvement in interobserver variability and workflow efficiency.
The international journal of cardiovascular imaging
Oct 23, 2023
Machine learning techniques designed to recognize views and perform measurements are increasingly used to address the need for automation of the interpretation of echocardiographic images. The current study was designed to determine whether a recentl...
Enhancing radiomics and Deep Learning systems through the standardization of medical imaging workflows.
Scientific data
Oct 21, 2023
Recent advances in computer-aided diagnosis, treatment response and prognosis in radiomics and deep learning challenge radiology with requirements for world-wide methodological standards for labeling, preprocessing and image acquisition protocols. Th...
Assessing appropriate responses to ACR urologic imaging scenarios using ChatGPT and Bard.
Current problems in diagnostic radiology
Oct 20, 2023
Artificial intelligence (AI) has recently become a trending tool and topic regarding productivity especially with publicly available free services such as ChatGPT and Bard. In this report, we investigate if two widely available chatbots chatGPT and B...
Theoretical modeling and machine learning-based data processing workflows in comprehensive two-dimensional gas chromatography-A review.
Journal of chromatography. A
Oct 19, 2023
In recent years, comprehensive two-dimensional gas chromatography (GC × GC) has been gradually gaining prominence as a preferred method for the analysis of complex samples due to its higher peak capacity and resolution power compared to conventional ...
Improving radiology workflow using ChatGPT and artificial intelligence.
Clinical imaging
Oct 6, 2023
Artificial Intelligence is a branch of computer science that aims to create intelligent machines capable of performing tasks that typically require human intelligence. One of the branches of artificial intelligence is natural language processing, whi...
Multilevel effective surgical workflow recognition in robotic left lateral sectionectomy with deep learning: experimental research.
International journal of surgery (London, England)
Oct 1, 2023
BACKGROUND: Automated surgical workflow recognition is the foundation for computational models of medical knowledge to interpret surgical procedures. The fine-grained segmentation of the surgical process and the improvement of the accuracy of surgica...
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