“…We developed multiple convolutional neural networks (CNN) designed to recognize severe AS in heart sounds according to the recorded 3 sites. …”
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“…Upon completion of the formative qualitative work, participants from 11 states, based on the observed areas of highest rate of new HIV diagnoses among Black and Hispanic MSM, were recruited through social networking websites and smartphone apps. After eligibility was verified, participants consented and were randomized to the intervention arm (access to the Know@Home mobile app) or the control arm (referral to web resources). …”
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“…A majority (89.3%) of TSMSM owned a smart phone, 46.5% had ever used a geosocial networking app for MSM such as Grindr ® to find a sex partner, and a third (33.6%) met their last sex partner online.  …”
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“…Cumulative PM(2.5) exposure was calculated for each patient using a deep learning neural networks model, which incorporated meteorological and satellite-based measurements at the patients’ residential zip code. …”
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“…Performing Classic I/O 12. Accessing Networks 13. Migrating to New I/O 14. Accessing Databases A. …”
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“…In this search DeepAK8 tagger implementing Deep Neural Networks (DNN) are used to further increase signal-background discrimination, deep-W are used to tag the resolved R, while for the merged R reconstructed as 3- or 4- prong jets, deep-WH is defined as the discriminator. …”
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“…The performance of flavour tagging with new jet reconstruction algorithms is presented, along with an innovative method, based on graph-neural-networks, for performing an event-weighting technique called \textit{truth tagging}, which helps to reduce systematic uncertainties due to limited Monte Carlo statistics. …”
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“…--HTML--><p class="MsoNormal"><span style="color:hsl(0,0%,0%);"><span style="font-family:&quot;Calibri&quot;,sans-serif;font-size:11.0pt;mso-ascii-theme-font:minor-latin;mso-bidi-theme-font:minor-latin;mso-fareast-font-family:&quot;Times New Roman&quot;;mso-hansi-theme-font:minor-latin;"><strong>Abstract:</strong>&nbsp;</span></span></p><p class="MsoNormal"><span style="font-family:&quot;Calibri&quot;,sans-serif;font-size:11.0pt;mso-ascii-theme-font:minor-latin;mso-bidi-theme-font:minor-latin;mso-fareast-font-family:&quot;Times New Roman&quot;;mso-hansi-theme-font:minor-latin;">The Web is dominated by platforms providing functionality from Social Networking to Video streaming and Web Shopping. Using these platforms on a daily basis, we often forget the vast amount of data collected, stored and used, while that data could be useful for other applications as well. …”
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“…Participants were recruited through professional networks and social media. Quantitative data were summarized using descriptive statistics. …”
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“…Current methods, based mainly on artificial intelligence (AI) and end‐to‐end deep learning (DL) networks, are weak in garnering high‐level anatomic information, which leads to compromised efficiency and robustness. …”
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“…We designed a new H‐DL model combining two deep convolutional neural networks (DCNNs) with different structures as encoders to increase the learning capabilities for the segmentation of complex lung nodules. …”
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“…We performed single-cell RNA sequencing analysis (GSE131882) by using CellMarker and CellPhoneDB on public datasets to identify the specific cell types and cell-cell interaction networks related to DKD. DEGs were identified from four datasets (GSE1009, GSE30528, GSE96804, and GSE104948). …”
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“…For the image analysis, we used 3D graph convolutional networks for non-linear dimensionality reduction, which compressed the high-dimensional images into 200 traits representing facial morphology. …”
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“…Thirdly, SOM prediction models were established based on random forest (RF), support vector regression (SVR), deep neural networks (DNN) and partial least squares regression (PLSR) methods using optimal spectral indexes, denoted here as SI-based models. …”
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“…Meanwhile, convolutional neural networks were the most commonly used DL techniques, with the 4 most popular applications being ResNet-50 (n=11), VGG-16 (n=8), VGG-19 (n=7), and AlexNet (n=6). …”
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“…Cancer treatment misinformation can harm the psychosocial and physical health of individuals with cancer and their cancer care networks by causing distress and encouraging people to abandon support, potentially leading to deviations from evidence-based care. …”
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“…This connectivity infrastructure was designed to overcome key barriers to the implementation, integration, and monitoring of these large multijurisdictional infectious disease POC testing networks. Test result messages were tailored to meet end-user needs. …”
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“…OBJECTIVE: This study aimed to use deep neural networks to develop a personal workout assistant that offers feedback on squat postures using only mobile devices—smartphones and tablets. …”
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“…While the precise mechanisms by which stress affects regulation of KNDy neurons remain to be fully characterized, it is known that KNDy neurons are subject to regulation by multiple neural networks, among which GABAergic neurons appear to play a determinant role. …”
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“…We recruited registered and eligible members, including patients or their primary caregivers, from 33 RD patient associations to complete the questionnaires via their internal social networks. HRQoL was measured using the EQ-5D-5L utility score, which was calculated based on an established Chinese value set. …”
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