AIMC Topic: Workflow

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A microdiscectomy surgical video annotation framework for supervised machine learning applications.

International journal of computer assisted radiology and surgery Jul 19, 2024
PURPOSE: Lumbar discectomy is among the most common spine procedures in the US, with 300,000 procedures performed each year. Like other surgical procedures, this procedure is not excluded from potential complications. This paper presents a video anno...
Lumbar Vertebrae Workflow Supervised Machine Learning Humans Microsurgery Video Recording Diskectomy
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MDFit: automated molecular simulations workflow enables high throughput assessment of ligands-protein dynamics.

Journal of computer-aided molecular design Jul 17, 2024
Molecular dynamics (MD) simulation is a powerful tool for characterizing ligand-protein conformational dynamics and offers significant advantages over docking and other rigid structure-based computational methods. However, setting up, running, and an...
Machine Learning Software Molecular Docking Simulation Humans Protein Conformation Binding Sites Workflow Molecular Dynamics Simulation Ligands Drug Design Protein Binding Proteins
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Towards multimodal graph neural networks for surgical instrument anticipation.

International journal of computer assisted radiology and surgery Jul 10, 2024
PURPOSE: Decision support systems and context-aware assistance in the operating room have emerged as the key clinical applications supporting surgeons in their daily work and are generally based on single modalities. The model- and knowledge-based in...
Workflow Surgery, Computer-Assisted Operating Rooms Humans Neural Networks, Computer Machine Learning Decision Support Systems, Clinical
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Predicting glycan structure from tandem mass spectrometry via deep learning.

Nature methods Jul 1, 2024
Glycans constitute the most complicated post-translational modification, modulating protein activity in health and disease. However, structural annotation from tandem mass spectrometry (MS/MS) data is a bottleneck in glycomics, preventing high-throug...
Humans Neural Networks, Computer Software Polysaccharides Tandem Mass Spectrometry Glycomics Deep Learning Chromatography, Liquid Workflow
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Artificial intelligence for neuro MRI acquisition: a review.

Magma (New York, N.Y.) Jun 26, 2024
OBJECT: To review recent advances of artificial intelligence (AI) in enhancing the efficiency and throughput of the MRI acquisition workflow in neuroimaging, including planning, sequence design, and correction of acquisition artifacts.
Image Processing, Computer-Assisted Magnetic Resonance Imaging Workflow Artificial Intelligence Algorithms Brain Humans Image Interpretation, Computer-Assisted Artifacts Neuroimaging
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[Artificial intelligence in cardiovascular radiology : Image acquisition, image reconstruction and workflow optimization].

Radiologie (Heidelberg, Germany) Jun 24, 2024
BACKGROUND: Artificial intelligence (AI) has the potential to fundamentally change radiology workflow.
Workflow Cardiology Cardiovascular Diseases Image Processing, Computer-Assisted Magnetic Resonance Imaging Humans Artificial Intelligence Tomography, X-Ray Computed
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The beating heart: artificial intelligence for cardiovascular application in the clinic.

Magma (New York, N.Y.) Jun 22, 2024
Artificial intelligence (AI) integration in cardiac magnetic resonance imaging presents new and exciting avenues for advancing patient care, automating post-processing tasks, and enhancing diagnostic precision and outcomes. The use of AI significantl...
Artificial Intelligence Algorithms Cardiovascular Diseases Image Processing, Computer-Assisted Magnetic Resonance Imaging Heart Humans Workflow Image Interpretation, Computer-Assisted
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A Neurosurgical Readmissions Reduction Program in an Academic Hospital Leveraging Machine Learning, Workflow Analysis, and Simulation.

Applied clinical informatics Jun 19, 2024
BACKGROUND:  Predicting 30-day hospital readmissions is crucial for improving patient outcomes, optimizing resource allocation, and achieving financial savings. Existing studies reporting the development of machine learning (ML) models predictive of ...
Middle Aged Neurosurgical Procedures Workflow Patient Readmission Academic Medical Centers Electronic Health Records Humans Female Machine Learning Male Computer Simulation
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A surgical activity model of laparoscopic cholecystectomy for co-operation with collaborative robots.

Surgical endoscopy Jun 13, 2024
BACKGROUND: Laparoscopic cholecystectomy is a very frequent surgical procedure. However, in an ageing society, less surgical staff will need to perform surgery on patients. Collaborative surgical robots (cobots) could address surgical staff shortages...
Swine Robotic Surgical Procedures Workflow Video Recording Cholecystectomy, Laparoscopic Machine Learning Algorithms Animals Humans
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Streamlining Acute Abdominal Aortic Dissection Management-An AI-based CT Imaging Workflow.

Journal of imaging informatics in medicine Jun 12, 2024
Life-threatening acute aortic dissection (AD) demands timely diagnosis for effective intervention. To streamline intrahospital workflows, automated detection of AD in abdominal computed tomography (CT) scans seems useful to assist humans. We aimed at...
Dissection, Abdominal Aorta Male Middle Aged ROC Curve Aortic Aneurysm, Abdominal Workflow Aortic Dissection Tomography, X-Ray Computed Female Aged Neural Networks, Computer Algorithms Retrospective Studies Humans
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