AIMC Topic: Retinal Hemorrhage

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Pneumatic Displacement of Submacular Hemorrhage with Subretinal Air and Tissue Plasminogen Activator: Initial United States Experience.

Ophthalmology. Retina Sep 28, 2017
PURPOSE: To present the initial multicenter experience of using subretinal air injection in combination with tissue plasminogen activator (tPA) at the time of pars plana vitrectomy (PPV) to displace submacular hemorrhage (SMH).
Humans Retrospective Studies Female Aged Aged, 80 and over Male Middle Aged Time Factors United States Treatment Outcome Follow-Up Studies Visual Acuity Fibrinolytic Agents Tomography, Optical Coherence Fundus Oculi Retina Tissue Plasminogen Activator Air Endotamponade Fluorescein Angiography Injections, Intraocular Retinal Hemorrhage Vitrectomy
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Fast Convolutional Neural Network Training Using Selective Data Sampling: Application to Hemorrhage Detection in Color Fundus Images.

IEEE transactions on medical imaging Feb 8, 2016
Convolutional neural networks (CNNs) are deep learning network architectures that have pushed forward the state-of-the-art in a range of computer vision applications and are increasingly popular in medical image analysis. However, training of CNNs is...
Humans Neural Networks, Computer Machine Learning Databases, Factual Fundus Oculi Image Interpretation, Computer-Assisted Retinal Hemorrhage
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Combining macula clinical signs and patient characteristics for age-related macular degeneration diagnosis: a machine learning approach.

BMC ophthalmology Jan 27, 2015
BACKGROUND: To investigate machine learning methods, ranging from simpler interpretable techniques to complex (non-linear) "black-box" approaches, for automated diagnosis of Age-related Macular Degeneration (AMD).
Humans Machine Learning Female Aged Sensitivity and Specificity Male ROC Curve Image Processing, Computer-Assisted Decision Trees Area Under Curve Macular Degeneration Retinal Hemorrhage Macula Lutea Retinal Pigment Epithelium Retinal Drusen Subretinal Fluid
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