AIMC Topic:
Databases, Factual

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SLAMM: Visual monocular SLAM with continuous mapping using multiple maps.

PloS one Apr 27, 2018
This paper presents the concept of Simultaneous Localization and Multi-Mapping (SLAMM). It is a system that ensures continuous mapping and information preservation despite failures in tracking due to corrupted frames or sensor's malfunction; making i...
Artificial Intelligence Algorithms Databases, Factual Robotics
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Retinal blood vessel segmentation using fully convolutional network with transfer learning.

Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society Apr 26, 2018
Since the retinal blood vessel has been acknowledged as an indispensable element in both ophthalmological and cardiovascular disease diagnosis, the accurate segmentation of the retinal vessel tree has become the prerequisite step for automated or com...
Deep Learning Image Processing, Computer-Assisted Retinal Vessels Humans Neural Networks, Computer Databases, Factual
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MuDeRN: Multi-category classification of breast histopathological image using deep residual networks.

Artificial intelligence in medicine Apr 26, 2018
MOTIVATION: Identifying carcinoma subtype can help to select appropriate treatment options and determining the subtype of benign lesions can be beneficial to estimate the patients' risk of developing cancer in the future. Pathologists' assessment of ...
Hematoxylin Image Interpretation, Computer-Assisted Pattern Recognition, Automated Deep Learning Eosine Yellowish-(YS) Female Staining and Labeling Reproducibility of Results Predictive Value of Tests Breast Neoplasms Biopsy Humans Coloring Agents Databases, Factual Microscopy
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Strabismus Recognition Using Eye-Tracking Data and Convolutional Neural Networks.

Journal of healthcare engineering Apr 26, 2018
Strabismus is one of the most common vision diseases that would cause amblyopia and even permanent vision loss. Timely diagnosis is crucial for well treating strabismus. In contrast to manual diagnosis, automatic recognition can significantly reduce ...
Strabismus Pattern Recognition, Automated Adult Amblyopia Databases, Factual Diagnosis, Computer-Assisted Humans Male Eye Movements Neural Networks, Computer Computer Simulation Middle Aged User-Computer Interface Algorithms Female
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Prediction of Return-to-original-work after an Industrial Accident Using Machine Learning and Comparison of Techniques.

Journal of Korean medical science Apr 25, 2018
BACKGROUND: Many studies have tried to develop predictors for return-to-work (RTW). However, since complex factors have been demonstrated to predict RTW, it is difficult to use them practically. This study investigated whether factors used in previou...
Support Vector Machine Decision Trees Odds Ratio Return to Work Middle Aged Accidents, Occupational Logistic Models Female Adult Male Humans Machine Learning Databases, Factual
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Integrative analysis and machine learning on cancer genomics data using the Cancer Systems Biology Database (CancerSysDB).

BMC bioinformatics Apr 24, 2018
BACKGROUND: Recent cancer genome studies on many human cancer types have relied on multiple molecular high-throughput technologies. Given the vast amount of data that has been generated, there are surprisingly few databases which facilitate access to...
Humans Machine Learning Genomics Systems Biology Exome Software Databases, Factual Neoplasms
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3D Randomized Connection Network with Graph-based Label Inference.

IEEE transactions on image processing : a publication of the IEEE Signal Processing Society Apr 23, 2018
In this paper, a novel 3D deep learning network is proposed for brain MR image segmentation with randomized connection, which can decrease the dependency between layers and increase the network capacity. The convolutional LSTM and 3D convolution are ...
Imaging, Three-Dimensional Magnetic Resonance Imaging Algorithms Humans Databases, Factual Neural Networks, Computer Brain
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Learning Support Correlation Filters for Visual Tracking.

IEEE transactions on pattern analysis and machine intelligence Apr 20, 2018
For visual tracking methods based on kernel support vector machines (SVMs), data sampling is usually adopted to reduce the computational cost in training. In addition, budgeting of support vectors is required for computational efficiency. Instead of ...
Fourier Analysis Databases, Factual Humans Image Processing, Computer-Assisted Algorithms Support Vector Machine
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Recurrent Shape Regression.

IEEE transactions on pattern analysis and machine intelligence Apr 19, 2018
An end-to-end network architecture, the Recurrent Shape Regression (RSR), is presented to deal with the task of facial shape detection, a crucial step in many computer vision problems. The RSR generalizes the conventional cascaded regression into a r...
Humans Neural Networks, Computer Databases, Factual Image Processing, Computer-Assisted Regression Analysis Face Pattern Recognition, Automated
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Detection of white matter lesion regions in MRI using SLIC0 and convolutional neural network.

Computer methods and programs in biomedicine Apr 19, 2018
BACKGROUND AND OBJECTIVE: White matter lesions are non-static brain lesions that have a prevalence rate up to 98% in the elderly population. Because they may be associated with several brain diseases, it is important that they are detected as soon as...
Reproducibility of Results Sensitivity and Specificity Prevalence Algorithms Databases, Factual Brain Magnetic Resonance Imaging Pattern Recognition, Automated False Positive Reactions Diagnosis, Computer-Assisted Deep Learning Image Processing, Computer-Assisted Humans Neural Networks, Computer White Matter
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