Deep Learning Frameworks for Diabetic Retinopathy Detection with Smartphone-based Retinal Imaging Systems [0.03%]
基于智能手机的眼底图像糖尿病视网膜病变深度学习框架
Recep E Hacisoftaoglu,Mahmut Karakaya,Ahmed B Sallam
Recep E Hacisoftaoglu
Diabetic Retinopathy (DR) may result in various degrees of vision loss and even blindness if not diagnosed in a timely manner. Therefore, having an annual eye exam helps early detection to prevent vision loss in earlier stages, especially f...
Giovanni Parmigiani
Giovanni Parmigiani
This work extends Receiver Operating Characteristic (ROC) curve to the situation where some cases, falling in an intermediate "indeterminacy zone" of the predictor, are not classified. It addresses two challenges: definition of sensitivity ...
Trends in IoT based solutions for health care: Moving AI to the edge [0.03%]
基于物联网的医疗保健解决方案的发展趋势：将AI推向边缘端
Luca Greco,Gennaro Percannella,Pierluigi Ritrovato et al.
Luca Greco et al.
In recent times, we assist to an ever growing diffusion of smart medical sensors and Internet of things devices that are heavily changing the way healthcare is approached worldwide. In this context, a combination of Cloud and IoT architectu...
Patrick Brandao,Evangelos Mazomenos,Danail Stoyanov
Patrick Brandao
Computational stereo is one of the classical problems in computer vision. Numerous algorithms and solutions have been reported in recent years focusing on developing methods for computing similarity, aggregating it to obtain spatial support...
A parallel Homological Spanning Forest framework for 2D topological image analysis [0.03%]
二维拓扑图像分析的并行同调生成森林框架
Fernando Diaz-Del-Rio,Pedro Real,Darian M Onchis
Fernando Diaz-Del-Rio
In [14], a topologically consistent framework to support parallel topological analysis and recognition for 2D digital objects was introduced. Based on this theoretical work, we focus on the problem of finding efficient algorithmic solutions...
A novel imputation methodology for time series based on pattern sequence forecasting [0.03%]
一种基于模式序列预测的时间序列插补方法学
Neeraj Bokde,Francisco Martínez Álvarez,Marcus W Beck et al.
Neeraj Bokde et al.
The Pattern Sequence Forecasting (PSF) algorithm is a previously described algorithm that identifies patterns in time series data and forecasts values using periodic characteristics of the observations. A new method for univariate time seri...
Multi-part segmentation for porcine offal inspection with auto-context and adaptive atlases [0.03%]
带有自动上下文和自适应图谱的猪内脏检验中的多部分分割
Stephen McKenna,Telmo Amaral,Thomas Plötz et al.
Stephen McKenna et al.
Extensions to auto-context segmentation are proposed and applied to segmentation of multiple organs in porcine offal as a component of an envisaged system for post-mortem inspection at abbatoir. In common with multi-part segmentation of man...
Shaojie Chen,Kai Liu,Yuguang Yang et al.
Shaojie Chen et al.
High-dimensional time-series data from a wide variety of domains, such as neuroscience, are being generated every day. Fitting statistical models to such data, to enable parameter estimation and time-series prediction, is an important compu...
Detection of the mandibular canal in orthopantomography using a Gabor-filtered anisotropic generalized Hough transform [0.03%]
基于各向异性广义霍夫变换的伽波滤波在曲面断层图像中下颌管的检测研究
Darian Onchis-Moaca,Simone Zappalá,Smaranda Laura Goţia et al.
Darian Onchis-Moaca et al.
In this paper, we explore the possibility of applying the anisotropic generalized Hough transform (AGHT) enhanced with a Gabor based time-frequency filtering (GTF) for the determination of the mandibular canal in digital dental panoramic ra...
In Vivo Precision of Digital Topological Skeletonization Based Individual Trabecula Segmentation (ITS) Analysis of Trabecular Microstructure at the Distal Radius and Tibia by HR-pQCT [0.03%]
基于个体小梁分割（ITS）的数字拓扑细化在距骨和胫骨微结构高分辨率外周定量计算机断层扫描中的体内精度研究
Bin Zhou,Zhendong Zhang,Ji Wang et al.
Bin Zhou et al.
Trabecular plate and rod microstructure plays a dominant role in the apparent mechanical properties of trabecular bone. With high-resolution computed tomography (CT) images, digital topological analysis (DTA) including skeletonization and t...