An SAE task force with representatives from material suppliers and from OEMs chose formats covering a broad range of acoustical tests commonly conducted in the automotive industry. These formats cover both material and vehicle tests. They include details on samples and test conditions and graphs with...
(2023). Screening cell-cell communication in spatial transcriptomics via collective optimal transport. Nat Methods 20, 218–228. PubMed PubMed Central Google Scholar Cannoodt, R., Saelens, W., Deconinck, L., and Saeys, Y. (2021). Spearheading future omics analyses using dyngen, a multi...
To do this, we apply the SHapley Additive exPlanations35 algorithm (SHAP, see “Methods”), commonly used to interpret deep learning models, to dissect the trained UnitedNet. During the explainable learning, we can identify features that show higher relevance to specific groups (Fig. 1f) and ...
Maximum, mean and minimum ARI (A) and NMI (B) curves summarized over 25 embeddings of the Iris, Wine, and COIL data. Note, the curves do not reflect a single embedding, but the worst/mean/optimal case over all 25 embeddings for each individual \(\varepsilon\)-value. The maximum ARI...
An effective doublet-detection method is expected to result in post-doublet-detection HVGs that agree better with the clean HVGs than the corresponding contaminated HVGs do. To measure the agreement between two sets of HVGs, we used the Jaccard index, which is the ratio of the size of ...
Single-cell RNA sequencing allows us to model cellular state dynamics and fate decisions using expression similarity or RNA velocity to reconstruct state-change trajectories; however, trajectory inference does not incorporate valuable time point informat
The latter arises from interpatient variability, as such models are based on “mean concentration” profiles that do not always describe the behavior of all the patients within a group. To tackle this, a physiologically based pharmacokinetic approach should be considered. (i) Physiologically Based ...
B branko.pavlovicComes here often Elastic backup - ActionSet Failed Failed to render template: "kopiaOutput" not found Hi all,I tried to do backup of my elasticsaerch database and I have standard blueprint object which goes with that backup process apiVersion: cr.kanister.io/v1alpha1kind:...
Bailey NW, Hill AT, Biabani M, Murphy OW, Rogasch NC, McQueen B, Miljevic A, Fitzgerald PB (2023) RELAX part 2: a fully automated EEG data cleaning algorithm that is applicable to event-related-potentials. Clin Neurophysiol 149:202–222. https://doi.org/10.1016/j.clinph.2023.01.018 Ar...
Jiang, Y., Zhao, D., Zhu, B. et al. Driving Segment Embedding and Patterns Dictionary Generation from Real-World Data Using Self-Supervised Learning. Automot. Innov. 7, 559–570 (2024). https://doi.org/10.1007/s42154-024-00300-4 Download citation Received14 August 2023 Accepted06 March...