AIMC Topic: Workflow

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Artificial intelligence in cardiac radiology.

La Radiologia medica Sep 18, 2020
Artificial intelligence (AI) is entering the clinical arena, and in the early stage, its implementation will be focused on the automatization tasks, improving diagnostic accuracy and reducing reading time. Many studies investigate the potential role ...
Humans Artificial Intelligence Algorithms Workflow Vascular Calcification Radiology Coronary Stenosis Heart Coronary Artery Disease Prognosis Image Processing, Computer-Assisted Magnetic Resonance Imaging
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Overview of artificial intelligence-based applications in radiotherapy: Recommendations for implementation and quality assurance.

Radiotherapy and oncology : journal of the European Society for Therapeutic Radiology and Oncology Sep 10, 2020
Artificial Intelligence (AI) is currently being introduced into different domains, including medicine. Specifically in radiation oncology, machine learning models allow automation and optimization of the workflow. A lack of knowledge and interpretati...
Workflow Machine Learning Humans Radiotherapy Planning, Computer-Assisted Radiation Oncology Artificial Intelligence
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Term Matrix: a novel Gene Ontology annotation quality control system based on ontology term co-annotation patterns.

Open biology Sep 2, 2020
Biological processes are accomplished by the coordinated action of gene products. Gene products often participate in multiple processes, and can therefore be annotated to multiple Gene Ontology (GO) terms. Nevertheless, processes that are functionall...
Computational Biology Databases, Genetic Evolution, Molecular Genomics Gene Ontology Workflow Web Browser Schizosaccharomyces Quality Control Genome, Fungal Molecular Sequence Annotation
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Early experience utilizing artificial intelligence shows significant reduction in transfer times and length of stay in a hub and spoke model.

Interventional neuroradiology : journal of peritherapeutic neuroradiology, surgical procedures and related neurosciences Aug 26, 2020
BACKGROUND: Recently approved artificial intelligence (AI) software utilizes AI powered large vessel occlusion (LVO) detection technology which automatically identifies suspected LVO through CT angiogram (CTA) imaging and alerts on-call stroke teams....
Time-to-Treatment Humans Artificial Intelligence Computed Tomography Angiography Male Software Cerebral Angiography Retrospective Studies Workflow Length of Stay Female Aged Stroke
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Data integration by fuzzy similarity-based hierarchical clustering.

BMC bioinformatics Aug 21, 2020
BACKGROUND: High throughput methods, in biological and biomedical fields, acquire a large number of molecular parameters or omics data by a single experiment. Combining these omics data can significantly increase the capability for recovering fine-tu...
Neoplasms Databases, Genetic Fuzzy Logic Cluster Analysis Workflow Humans Data Analysis Algorithms
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Precision and accuracy of robot-assisted technology with simplified express femoral workflow in measuring leg length and offset in total hip arthroplasty.

The international journal of medical robotics + computer assisted surgery : MRCAS Aug 19, 2020
BACKGROUND: Semi-active robot-assisted total hip arthroplasty (THA) has two options to measure the leg length discrepancy (LLD) and combined offset (CO), the 'enhanced' femoral workflow and the so-called 'express' simplified workflow. The purpose of ...
Humans Robotics Leg Workflow Arthroplasty, Replacement, Hip Femur
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Integration of artificial intelligence into clinical patient management: focus on cardiac imaging.

Revista espanola de cardiologia (English ed.) Aug 17, 2020
Cardiac imaging is a crucial component in the management of patients with heart disease, and as such it influences multiple, inter-related parts of the clinical workflow: physician-patient contact, image acquisition, image pre- and postprocessing, st...
Humans Cardiac Imaging Techniques Artificial Intelligence Diagnostic Imaging Workflow
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Challenges and solutions for introducing artificial intelligence (AI) in daily clinical workflow.

European radiology Aug 14, 2020
Radiology Workflow Humans Artificial Intelligence
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Rapid whole-heart CMR with single volume super-resolution.

Journal of cardiovascular magnetic resonance : official journal of the Society for Cardiovascular Magnetic Resonance Aug 3, 2020
BACKGROUND: Three-dimensional, whole heart, balanced steady state free precession (WH-bSSFP) sequences provide delineation of intra-cardiac and vascular anatomy. However, they have long acquisition times. Here, we propose significant speed-ups using ...
Heart Defects, Congenital Heart Workflow Image Interpretation, Computer-Assisted Adolescent Time Factors Child, Preschool Humans Child Reproducibility of Results Magnetic Resonance Imaging Aged Predictive Value of Tests Prospective Studies Male Female Aged, 80 and over Middle Aged Young Adult Deep Learning Adult
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Computational Cytology: Lessons Learned from Pap Test Computer-Assisted Screening.

Acta cytologica Jul 21, 2020
BACKGROUND: In the face of rapid technological advances in computational cytology including artificial intelligence (AI), optimization of its application to clinical practice would benefit from reflection on the lessons learned from the decades-long ...
Workflow Diffusion of Innovation Image Interpretation, Computer-Assisted Diagnosis, Computer-Assisted Female Papanicolaou Test Early Detection of Cancer Vaginal Smears Predictive Value of Tests Reproducibility of Results Workload Uterine Cervical Neoplasms Humans Artificial Intelligence Automation, Laboratory
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