Extracting features with medical sentiment lexicon and position encoding for drug reviews
Sign Up to like & getrecommendations! Published in 2019 at "Health Information Science and Systems"
DOI: 10.1007/s13755-019-0072-6
Abstract: Medical sentiment analysis refers to the extraction of sentiments or emotions from documents retrieved from healthcare sources, such as public forums and drug review websites. Previous studies prove that sentiment analysis for clinical documents has… read more here.
Keywords: medical sentiment; sentiment lexicon; sentiment; drug ... See more keywords
The nucleosome position-encoding WW/SS sequence pattern is depleted in mammalian genes relative to other eukaryotes
Sign Up to like & getrecommendations! Published in 2019 at "Nucleic Acids Research"
DOI: 10.1093/nar/gkz544
Abstract: Abstract Nucleosomal DNA sequences generally follow a well-known pattern with ∼10-bp periodic WW (where W is A or T) dinucleotides that oscillate in phase with each other and out of phase with SS (where S… read more here.
Keywords: sequence pattern; nucleosome position; pattern; encoding sequence ... See more keywords
MPCNet: Improved MeshSegNet Based on Position Encoding and Channel Attention
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Access"
DOI: 10.1109/access.2023.3254206
Abstract: In the process of orthodontic treatment, it is a very important step to accurately segment each tooth and jaw model with computer assistance. The use of deep learning technology methods for tooth segmentation can not… read more here.
Keywords: mpcnet; segmentation; tooth segmentation; channel attention ... See more keywords
Position Encoding Based Convolutional Neural Networks for Machine Remaining Useful Life Prediction
Sign Up to like & getrecommendations! Published in 2022 at "IEEE/CAA Journal of Automatica Sinica"
DOI: 10.1109/jas.2022.105746
Abstract: Accurate remaining useful life (RUL) prediction is important in industrial systems. It prevents machines from working under failure conditions, and ensures that the industrial system works reliably and efficiently. Recently, many deep learning based methods… read more here.
Keywords: based methods; remaining useful; cnn; prediction ... See more keywords