Incorporating the image formation process into deep learning improves network performance Yue Li, Yijun Su, Min Guo, Xiaofei Han, Jiamin Liu, Harshad D. Vishwasrao, Xuesong Li, Ryan Christensen, Titas Sengupta, Mark W. Moyle, Ivan Rey-Suarez, Jiji Chen, Arpita Upadhyaya, ...
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The Security Technology Unit (STU) is responsible for ensuring that Microsoft® Windows® is the most secure operating system it can be, providing security leadership and continuing to help all of its users to be more secure. Within this group is the Secure Windows Initiative (SWI) team, ...
Full size image Discussion These results oriented to the characterization of PDAC stroma development upon dysmetabolic conditions took advantage of a preclinical PDAC model, able to recapitulate the parallel development of pancreatic pre-neoplastic lesions and the surrounded resident stroma [56]; and a ...
nearly none of those attempts have led to an industry-level adoption and application. An important reason is that the performance of RC on common tasks such as image classification, audio signal processing have not reached or shown to have the potential to approach the SOTA metrics offered by ...
Full size image TREM2 deficiency attenuates tumor growth by modifying CD8+ T cells Next, we conducted immunohistochemistry (IHC) analysis on tumors obtained from the orthotopic HCC model to investigate the impact of TREM2 on the composition of major immune cell populations associated with tumor growt...
Full size image Pre- versus post-treatment—analysis 2 Excisional treatment did not have any significant impact on the VMB composition when comparing paired samples from 103 women on the day of treatment and at 6-month follow-up. Proportions of each of the three CSTs were not significantly dif...
Full size image Specialized distinct functional profiles of rhizosphere and endosphere microbiome between two rice cultivars After the characterization of bacterial community and identification of biomarker taxa in two rice cultivars, we sought to reveal the potential ecological roles of rhizosphere and endos...
The segmentation of retinal vasculature from eye fundus images is a fundamental task in retinal image analysis. Over recent years, increasingly complex approaches based on sophisticated Convolutional Neural Network architectures have been pushing perform
In the context of image-based transcriptomics, this concept refers to the fraction of targeted molecules that are present in the sample that are actually detected. As single-molecule fluorescence in situ hybridization (smFISH) is often used as a proxy for ground-truth expression, this quantity is...