AIMC Topic:
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Deep Learning in Personalization of Cardiovascular Stents.

Journal of cardiovascular pharmacology and therapeutics Sep 25, 2019
Deep learning (DL) application has demonstrated its enormous potential in accomplishing biomedical tasks, such as vessel segmentation, brain visualization, and speech recognition. This review article has mainly covered recent advances in the principl...
Deep Learning Predictive Value of Tests Percutaneous Coronary Intervention Patient Selection Stents Coronary Artery Disease Prosthesis Design Software Clinical Decision-Making Computer-Aided Design Humans
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Enhancing the security of patients' portals and websites by detecting malicious web crawlers using machine learning techniques.

International journal of medical informatics Sep 25, 2019
INTRODUCTION: There is increasing demand for access to medical information via patients' portals. However, one of the challenges towards widespread utilisation of such service is maintaining the security of those portals. Recent reports show an alarm...
Computer Security Patient Portals Humans Neural Networks, Computer Support Vector Machine Machine Learning Software Decision Trees Algorithms Bayes Theorem Internet
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A Fuzzy Model of Risk Assessment for Environmental Start-up Projects in the Air Transport Sector.

International journal of environmental research and public health Sep 24, 2019
The purpose of this paper is to develop a fuzzy model of the risk assessment for environmental start-up projects in the air transport sector at the stage of business expansion. The model developed for the following software will be a useful tool for ...
Software Decision Making Investments Environment Risk Assessment Aviation Fuzzy Logic
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Correlation-Based Ensemble Feature Selection Using Bioinspired Algorithms and Classification Using Backpropagation Neural Network.

Computational and mathematical methods in medicine Sep 23, 2019
A framework for clinical diagnosis which uses bioinspired algorithms for feature selection and gradient descendant backpropagation neural network for classification has been designed and implemented. The clinical data are subjected to data preprocess...
Pattern Recognition, Automated Reproducibility of Results Sensitivity and Specificity Software Support Vector Machine Diagnosis, Computer-Assisted Breast Neoplasms Algorithms Hepatitis Computational Biology Humans Computer Simulation Neural Networks, Computer Machine Learning
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A survey of adaptive resonance theory neural network models for engineering applications.

Neural networks : the official journal of the International Neural Network Society Sep 21, 2019
This survey samples from the ever-growing family of adaptive resonance theory (ART) neural network models used to perform the three primary machine learning modalities, namely, unsupervised, supervised and reinforcement learning. It comprises a repre...
Engineering Neural Networks, Computer Software
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From manual to artificial intelligence fitting: Two cochlear implant case studies.

Cochlear implants international Sep 17, 2019
To assess whether CI programming by means of a software application using artificial intelligence (AI), FOX®, may improve cochlear implant (CI) performance. Two adult CI recipients who had mixed auditory results with their manual fitting were selec...
Correction of Hearing Impairment Prosthesis Fitting Cochlear Implants Speech Perception Auditory Threshold Humans Artificial Intelligence Software Male Deafness Female Aged
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NeuRiPP: Neural network identification of RiPP precursor peptides.

Scientific reports Sep 16, 2019
Significant progress has been made in the past few years on the computational identification of biosynthetic gene clusters (BGCs) that encode ribosomally synthesized and post-translationally modified peptides (RiPPs). This is done by identifying both...
Ribosomes Neural Networks, Computer Machine Learning Software Peptide Fragments Protein Biosynthesis Computational Biology Protein Processing, Post-Translational Humans
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Analysis of distance-based protein structure prediction by deep learning in CASP13.

Proteins Sep 13, 2019
This paper reports the CASP13 results of distance-based contact prediction, threading, and folding methods implemented in three RaptorX servers, which are built upon the powerful deep convolutional residual neural network (ResNet) method initiated by...
Software Algorithms Deep Learning Computational Biology Machine Learning Protein Conformation Proteins Protein Folding Models, Molecular Sequence Alignment Crystallography, X-Ray Sequence Analysis, Protein
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Identifying pulmonary nodules or masses on chest radiography using deep learning: external validation and strategies to improve clinical practice.

Clinical radiology Sep 11, 2019
AIM: To test the diagnostic performance of a deep learning-based system for the detection of clinically significant pulmonary nodules/masses on chest radiographs.
Algorithms Retrospective Studies Tomography, X-Ray Computed Humans Software Middle Aged Diagnosis, Computer-Assisted Deep Learning Lung Neoplasms Female Sensitivity and Specificity Male Radiographic Image Interpretation, Computer-Assisted Quality Improvement Multiple Pulmonary Nodules Radiography, Thoracic Solitary Pulmonary Nodule Taiwan
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Facetto: Combining Unsupervised and Supervised Learning for Hierarchical Phenotype Analysis in Multi-Channel Image Data.

IEEE transactions on visualization and computer graphics Sep 10, 2019
Facetto is a scalable visual analytics application that is used to discover single-cell phenotypes in high-dimensional multi-channel microscopy images of human tumors and tissues. Such images represent the cutting edge of digital histology and promis...
Humans Cluster Analysis Neural Networks, Computer Image Interpretation, Computer-Assisted Machine Learning Neoplasms Systems Biology Software Phenotype
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