Define dilated. dilated synonyms, dilated pronunciation, dilated translation, English dictionary definition of dilated. v. di·lat·ed , di·lat·ing , di·lates v. tr. To make wider or larger; cause to expand. v. intr. 1. To become wider or larger; expa
Further acceleration of imaging is hindered by high laser noise and usually relies on time-consuming averaging of ensemble measurements to achieve useful signal-to-noise ratio (SNR). Here, we develop a novel convolutional neural network (CNN) architecture capable of denoising discrete frequency ...
(AdaKern) module decomposes convolution weights into low-frequency and high-frequency components, dynamically adjusting the ratio between these components on a per-channel basis. By increasing the high-frequency part of convolution weights, AdaKern captures more high-frequency components, thereby ...
The V–A coupling ratio, Ea/end﹕ystolic elastance (single‐beat method), decreased by 1.08 (1.96, 0.55), (P = 0.003), as did Ea/end﹕ystolic pressure/end﹕ystolic pressure ratio, 0.54 (0.35, 0.87), (P = 0.002). The preload recruitable stroke work (PRSW) increased as did PRSW ...
3 LV mass/volume ratio in relation to body surface area (BSA) in control and preterm infants at 36 weeks postmenstrual age In univariate analysis, cardiac remodeling did not show a significant association with any of the tested variables (Table 4). In the multivariate regression analysis, ...
The emerging concept is the odds ratio (OR) of a given variant, to be disease causing (e.g., LMNA-truncating variants (tv) reached an OR of ∼99 to develop DCM, TTN-truncating variant an OR ∼20 to ∼50, FLNC not tested): the higher OR corresponds to higher actionability. To...
It can be concluded that in the presence of additive noise, the classification performance of the diagnostic model deteriorates as the signal-to-noise ratio decreases. The CNN-based fault diagnosis model still outperforms the FD-1, FD-2, and FD-3 diagnostic approaches. The F1 score of FD-...
class Globalstage(nn.Module):""" A basic Transformer layer for one stage."""def __init__(self, dim, depth, num_heads,mlp_ratio=4.,qkv_bias=True,qk_scale=None,drop=0.,attn_drop=0.,drop_path=0.,act_layer=nn.GELU,norm_layer=nn.LayerNorm,cpe_per_satge=False,cpe_per_block=False...
The experimental results show that the peak signal-to-noise ratio of the network is 5.43 dB, 5.24 dB and 3.89 dB higher than that of ISTA-Net+, FISTA and DGDN networks on the brain data set with a Cartesian sampling mask CS ratio of 10%.Shanghai Jiaotong University PressJournal of ...
The DCM hazard was higher in first-degree relatives of non-Hispanic Black probands than non-Hispanic White probands (hazard ratio, 1.89 [95% CI, 1.26 to 2.83]). Conclusions and Relevance In a US cross-sectional study, there was substantial estimated prevalence of familial DCM among probands...