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Showing 68441 to 68450 of 95995 articles
A supervised learning approach for diffusion MRI quality control with minimal training data.
NeuroImage
Jun 5, 2018
Quality control (QC) is a fundamental component of any study. Diffusion MRI has unique challenges that make manual QC particularly difficult, including a greater number of artefacts than other MR modalities and a greater volume of data. The gold stan...
Learning-Based Cell Injection Control for Precise Drop-on-Demand Cell Printing.
Annals of biomedical engineering
Jun 5, 2018
Drop-on-demand (DOD) printing is widely used in bioprinting for tissue engineering because of little damage to cell viability and cost-effectiveness. However, satellite droplets may be generated during printing, deviating cells from the desired posit...
(1)
Expanding the horizons of microRNA bioinformatics.
RNA (New York, N.Y.)
Jun 5, 2018
MicroRNA regulation of key biological and developmental pathways is a rapidly expanding area of research, accompanied by vast amounts of experimental data. This data, however, is not widely available in bioinformatic resources, making it difficult fo...
Modeling asynchronous event sequences with RNNs.
Journal of biomedical informatics
Jun 5, 2018
Sequences of events have often been modeled with computational techniques, but typical preprocessing steps and problem settings do not explicitly address the ramifications of timestamped events. Clinical data, such as is found in electronic health re...
Benchmarking deep learning models on large healthcare datasets.
Journal of biomedical informatics
Jun 5, 2018
Deep learning models (aka Deep Neural Networks) have revolutionized many fields including computer vision, natural language processing, speech recognition, and is being increasingly used in clinical healthcare applications. However, few works exist w...
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Robot-assisted enucleation of large dumbbell-shaped esophageal schwannoma: a case report.
BMC surgery
Jun 5, 2018
BACKGROUND: Esophageal schwannomas are extremely rare, with few cases reported in the literature. Traditionally, resection of esophageal schwannoma is typically performed using thoracotomy or video-assisted thoracic surgery. However, large, irregular...
A Deep Learning-Based Algorithm Identifies Glaucomatous Discs Using Monoscopic Fundus Photographs.
Ophthalmology. Glaucoma
Jun 5, 2018
PURPOSE: To develop and test the performance of a deep learning-based algorithm for glaucomatous disc identification using monoscopic fundus photographs.
MR Image Super-Resolution via Wide Residual Networks With Fixed Skip Connection.
IEEE journal of biomedical and health informatics
Jun 4, 2018
Spatial resolution is a critical imaging parameter in magnetic resonance imaging. The image super-resolution (SR) is an effective and cost efficient alternative technique to improve the spatial resolution of MR images. Over the past several years, th...
Standard errors and confidence intervals for variable importance in random forest regression, classification, and survival.
Statistics in medicine
Jun 4, 2018
Random forests are a popular nonparametric tree ensemble procedure with broad applications to data analysis. While its widespread popularity stems from its prediction performance, an equally important feature is that it provides a fully nonparametric...
Enhanced Robot Speech Recognition Using Biomimetic Binaural Sound Source Localization.
IEEE transactions on neural networks and learning systems
Jun 4, 2018
Inspired by the behavior of humans talking in noisy environments, we propose an embodied embedded cognition approach to improve automatic speech recognition (ASR) systems for robots in challenging environments, such as with ego noise, using binaural ...
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