Recently, our research group released a public multimodal dataset for fall detection called the UP-Fall Detection dataset, and studies on modality approaches for fall detection and classification are required. Focusing only on a vision-based approach, in this paper, we present a fall detection ...
Human fall, Fall detection, MARG (Magnetic Angular Rate and Gravity) sensor, Wearable deviceThis paper describes a dataset acquired on 8 subjects while simulating 13 types of falls and 5 types of Activities of Daily Living (ADL), each repeated 3 times. In details, data includes 4 simulated ...
0. Using your own dataset If you want to use your own dataset you need to have a directory with two subfolders: one called 'Falls' and the other one 'NotFalls'. Inside each of them there should be a folder for each fall/"not fall" video (name does not matter), where the images ...
7i). We identified one false positive that may be due to alignment issues in the short read splice junction dataset: the first few nucleotides of two sequential exons are identical and split reads with only a few postjunction nucleotides can map to exon skipping or normal splicing....
Alternative splicing (AS) is a fundamental step in eukaryotic mRNA biogenesis. Here, we develop an efficient and reproducible pipeline for the discovery of genetic variants that affect AS (splicing QTLs, sQTLs). We use it to analyze the GTEx dataset, gen
Overall, they presented a polarity refined dataset in major languages for additional analysis and future trend direction. Finally, the researchers used a deep learning classifier to evaluate the manual annotations with actual emotion detection from the tweets. Samuel et al. addressed the issues of ...
(e.g., zircon, thorite, uraninite, and monazite) in these rocks24,25. Uranium and thorium, natural radioelements, are lithophile elements found extensively throughout crustal rocks, with a notable preference for accumulating in silicic magmatic rocks over their intermediate, mafic, and ultra...
this will not be the case and it must be pre-processed through refactoring/augmentation either before or during the stages of ETL. Extraction is either a straightforward or a tedious process of accumulating data. One must be careful in assuming that any large dataset is a big data. Big data...
In the cohorts separately, we regressed case status on the number of damaging URVs in the gene set of interest while controlling for the total number of URVs, sex, and the first five principal components. We define damaging URVs as putatively protein-truncating variants (stop-gain, frameshift...
Study dataset We used the 15,708 whole genome sequenced individuals from version 2.1.1 of the Genome Aggregation Database (gnomAD), which is fully described in our companion paper22. These data were downloaded from https://gnomad.broadinstitute.org/downloads and queried using Hail version 0.2 ...