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Algorithms - AI Medical Compendium

AIMC Topic: Algorithms

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Spell checker for consumer language (CSpell).

Journal of the American Medical Informatics Association : JAMIA Mar 1, 2019
OBJECTIVE: Automated understanding of consumer health inquiries might be hindered by misspellings. To detect and correct various types of spelling errors in consumer health questions, we developed a distributable spell-checking tool, CSpell, that han...
Language Natural Language Processing Information Seeking Behavior Consumer Health Information Humans Algorithms Consumer Health Informatics
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Machine learning-based prediction of clinical pain using multimodal neuroimaging and autonomic metrics.

Pain Mar 1, 2019
Although self-report pain ratings are the gold standard in clinical pain assessment, they are inherently subjective in nature and significantly influenced by multidimensional contextual variables. Although objective biomarkers for pain could substant...
Algorithms Brain Adult Young Adult Humans Back Pain Middle Aged Machine Learning Autonomic Nervous System Adolescent Pain Measurement Neuroimaging
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Modeling Surgical Technical Skill Using Expert Assessment for Automated Computer Rating.

Annals of surgery Mar 1, 2019
OBJECTIVE: Computer vision was used to predict expert performance ratings from surgeon hand motions for tying and suturing tasks.
Female Reproducibility of Results Biomechanical Phenomena Male Video Recording Task Performance and Analysis Humans Observer Variation Clinical Competence Suture Techniques Artificial Intelligence Models, Theoretical Algorithms Hand
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[Palm vein recognition based on end-to-end convolutional neural network].

Nan fang yi ke da xue xue bao = Journal of Southern Medical University Feb 28, 2019
We propose a novel palm-vein recognition model based on the end-to-end convolutional neural network. In this model, the convolutional layer and the pooling layer were alternately connected to extract the image features, and the categorical attribute ...
Neural Networks, Computer Algorithms Databases, Factual Hand Veins Humans
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Regulation of predictive analytics in medicine.

Science (New York, N.Y.) Feb 22, 2019
Benchmarking United States Food and Drug Administration Evidence-Based Medicine Algorithms Decision Support Techniques United States Humans Artificial Intelligence
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On discrete time Beverton-Holt population model with fuzzy environment.

Mathematical biosciences and engineering : MBE Feb 21, 2019
In this work, dynamical behaviors of discrete time Beverton-Holt population model with fuzzy parameters are studied. It provides a flexible model to fit population data. For three different fuzzy parameters and fuzzy initial conditions, according to ...
Reproduction Probability Fuzzy Logic Algorithms Population Dynamics Animals Models, Biological Computational Biology
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GOF/LOF knowledge inference with tensor decomposition in support of high order link discovery for gene, mutation and disease.

Mathematical biosciences and engineering : MBE Feb 20, 2019
For discovery of new usage of drugs, the function type of their target genes plays an important role, and the hypothesis of "Antagonist-GOF" and "Agonist-LOF" has laid a solid foundation for supporting drug repurposing. In this research, an active ge...
Drug Repositioning Humans Mutation Algorithms Genetic Variation Recombinant Proteins Machine Learning Cost-Benefit Analysis Models, Genetic Genetic Diseases, Inborn Myelodysplastic Syndromes Software Interleukin-2 Interleukin-2 Receptor alpha Subunit Molecular Sequence Annotation Lymphoma
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A sparse deep learning model for privacy attack on remote sensing images.

Mathematical biosciences and engineering : MBE Feb 20, 2019
Deep learning tools have been a new way for privacy attacks on remote sensing images. However, since labeled data of privacy objects in remote sensing images are less, the samples for training are commonly small. Besides, traditional deep neural netw...
Data Interpretation, Statistical Remote Sensing Technology Privacy Neural Networks, Computer Geographic Information Systems Software Deep Learning Image Processing, Computer-Assisted Algorithms Computer Simulation Reproducibility of Results
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Angle aided circle detection based on randomized Hough transform and its application in welding spots detection.

Mathematical biosciences and engineering : MBE Feb 19, 2019
The Hough transform has been widely used in image analysis and digital image processing due to its capability of transforming image space detection to parameter space accumulation. In this paper, we propose a novel Angle-Aided Circle Detection (AACD)...
Algorithms Image Processing, Computer-Assisted Machine Learning Automation Software Pattern Recognition, Automated Cluster Analysis Welding Automobiles Equipment Design
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Angiography-Based Machine Learning for Predicting Fractional Flow Reserve in Intermediate Coronary Artery Lesions.

Journal of the American Heart Association Feb 19, 2019
Background An angiography-based supervised machine learning ( ML ) algorithm was developed to classify lesions as having fractional flow reserve ≤0.80 versus >0.80. Methods and Results With a 4:1 ratio, 1501 patients with 1501 intermediate lesions we...
Coronary Angiography Coronary Vessels Coronary Stenosis Severity of Illness Index ROC Curve Imaging, Three-Dimensional Fractional Flow Reserve, Myocardial Humans Machine Learning Algorithms Male Middle Aged Retrospective Studies Female
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