When there is no air in the pipeline, meaning the air content is 0, a larger initial boundary value leads to a smaller ratio between its maximum pressure and the initial boundary pressure. The same ratio for a gas content of 7%. However, when trapped air is present, the result is ...
Data-driven decision-making processes increasingly utilize end-to-end learnable deep neural networks to render final decisions. Sometimes, the output of the forward functions in certain layers is determined by the solutions to mathematical optimization problems, leading to the emergence of differentiable ...
Since 2011, we have leveraged our research platform, including expertise in molecular targeting and world-class drug design capabilities, to rapidly and reproducibly translate science into a broad pipeline of precision therapies. Today, we are delivering our approved medicines to pa...
Using “diabetes_type” instead of “diab” for a variable improves interpretability and clarifies its meaning. In general, variable names should be self-explanatory and unambiguous25,28. For example, “name” could refer to either the first or last name of a person. Long variable names can b...
“At CROI 2024, we look forward to sharing new research that highlights the breadth of our antiviral portfolio and expanding pipeline as we strive to treat, prevent, cure and help eradicate viral diseases worldwide,”...
given its devastating consequences. Repurposing drugs that are already in use for other purposes can dramatically cut down the time and cost of developing treatments for rare diseases like PH. But a pipeline to predict and test for drugs in this way for PH and other rare diseases has not been...
T. et al. ezTrack: an open-source video analysis pipeline for the investigation of animal behavior. Preprint at bioRxiv https://doi.org/10.1101/592592 (2019). Mathis, A. et al. DeepLabCut: markerless pose estimation of user-defined body parts with deep learning. Nat. Neurosci. 21, 1281...
There are many points along the research pipeline, from hypothesis to analysis, where clinical research is reviewed, approved, and regulated by designated supervising bodies and committees, such as the IRB. An IRB is a committee that has been formally designated to review and monitorbiomedical resea...
to support tasks around training large speech translation models. In particular, we provide tools to read/write the fairseq audiozip datasets and a new mining pipeline that can do speech-to-speech, text-to-speech, speech-to-text and text-to-text mining, all based on the new SONAR embedding...
A team at the Brain Tumor Research Center of Excellence at Queen Mary University of London has established an entirely new experimental research pipeline which, in a trial involving ten patients, has revealed new insights into how GBM develops, identifying potential new targets for individualized trea...