OversegmentationIn the last decades several liver segmentation methods have been proposed. The proposed methods go from region growing to the more complex statistical shape models. Despite the robustness of thos
Next, high-resolution segmentation of the MTL allowed us to interrogate subcortical structures at a finer resolution, revealing nonlinear volumetric decreases in CA1 (F(2,15) = 5.84,q = 0.031,R2adj = 0.36; Fig.3b, left) and CA2/CA3 (F(2,15) = 6.82,q = 0.027,...
CG block, we develop CGNet which captures contextual information in all stages of the network and is specially tailored for increasing segmentation accuracy. CGNet is also elaborately designed to reduce the number of parameters and save memory footprint. Under an equivalent number of parameters, the...
The glaucoma detection is performed based on the optic disc and optic cup parameters on the retinal part of the eye. In the existing system, many image processing and machine learning techniques used for the segmentation and classification of optic disc and optic cup. To improve the precision ...
Some existing solutions to high-speed Ethernet have taken advantage of offloading technologies, with many offering abilities such as stateless offloading, performing segmentation on the network adapter and calculating checksums. Solutions for stateful protocol offloading also exist, typically referred to as ...
To avoid issues related with the imbalance while make training, we first made stratified random sampling to split the dataset into training and validation datasets, then used over- and under-sampling techniques to add more copies of AVO instances while randomly removing non-AVO instances from the ...
(and thus replaced) with an instance of this class. According to localhost benchmarks of this library, ws performs better than uws.Warning:uws is buggy when calling .close() on the server (segmentation fault or infinite hang) and it also immediately closes connections with an empty reason ...
We propose a new and rather natural post-processing rule to predict the start and end of peaks in an estimated unconstrained segmentation (see Fig.2). Indeed, in the unconstrained segmentation we can observe several up (respectively down) changes and it is not obvious which one should be cons...
The Simplifiers, the last segment, target the over-70s, who exhibit more traditional and conservative values. Oeser et al. [28] have delineated a range of segmentation criteria for the elderly population from existing literature. These include chronological age, perceived/cognitive age, discrepancy ...
The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper. Acknowledgments The research was supported by the National Natural Science Foundation of China under Grants 41771360 and 41971295.Refer...