The core of the LFA module is the Frequency Modulation Block (FMB), which modulates the frequency of the rPPG signal to generate negative sample videos. On the other hand, REA is designed as an rPPG signal extraction module that takes into consideration the distinct distributions of blood ...
Here, we report the first study to train deep learning models with retinal images from 3,000 Qatari citizens participating in the Qatar Biobank study. We investigated whether fundus images can predict cardiometabolic risk factors, such as age, sex, blood pressure, smoking status, glycaemic status,...
3). CNS MPO is an aggregated metric of molecular properties that predicts likelihood of a molecule passing the blood–brain barrier. In that study, the binding site encompassing residues His50–Lys58 and Thr72–Val77 was selected due to its propensity to form a pocket according to the ...
In this article, I attempt to “make sense” of generative learning. First, I review prior frameworks related to generative learning and discuss their limitations. Then I propose a new framework of sense-making that distinguishes among three sense-making modes—explaining, visualizing, and enacting...
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The content-aware frame interpolation (CAFI) task is not trivial due to the diversity of the optical flow of the moving objects, and frame interpolation neural networks are known to sometimes produce inaccurate predictions or artifacts14,15 that could mislead researchers to draw faulty conclusions ...
book with her many times at home. “It is about how Ms. Frizzle and the class take The Magic School Bus to go inside Ralphie's body to find out what's making him sick. Now I know that when we are sick, our white blood cells in our body will fight and defeat the invading germs...
Statistical learning theory represents another paradigm which assumes there is an unknown objective probability distribution that characterizes the data and the new cases about which inferences are to be made, the goal being to do as well as possible in characterizing the new cases in terms of that...
The third party will then send these samples to the company for sequencing. When the sequence will be processed by the tools having the Trojan, it will be activated to perform the malicious activities. (The image is drawn using draw.io). Full size image Methods In this section, various ...
Modern single-particle-tracking techniques produce extensive time-series of diffusive motion in a wide variety of systems, from single-molecule motion in living-cells to movement ecology. The quest is to decipher the physical mechanisms encoded in the da