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Positive Affect is Associated with Better Physical Function in Early Rheumatoid Arthritis

Arthritis Care &Research, Accepted Article.
Objective This study examined the association between positive affect and physical function in individuals with early rheumatoid arthritis (RA). Methods We analyzed baseline data from 129 adults with early RA (persistent joint symptoms for ≤ 24 months) and active disease enrolled in the Central Pain in RA 2 (CPIRA‐2) study.
Burcu Aydemir, Jing Song, Lutfiyya N. Muhammad, Wendy Marder, Kevin Deane, Clifton Bingham, Lisa A. Mandl, Robert Edwards, Judith T. Moskowitz, Yvonne C. Lee   +9 more
wiley   +1 more source

3D Molecule Generation via Diffusion Model with a Self-Attention-Based EGNN. [PDF]

ACS Omega
Yang H, Zhong Q, Wang M, Peng J, Shen D.
europepmc   +1 more source

S 2 A-RConvNet: standalone self-attention enabled deep learning model for brain tumor classification with MRI images. [PDF]

Sci Rep
Waghmode U, Naik A, Deone J, Choudhury SR, Dhawale D, Puri D, Solanki S.   +6 more
europepmc   +1 more source

WMSA-WBS: Efficient Wave Multi-Head Self-Attention with Wavelet Bottleneck. [PDF]

Sensors (Basel)
Li X, Li Y, Fan P, Zhang X.
europepmc   +1 more source

Enhancing genomic prediction accuracy in Huaxi cattle through integration of transcriptomic data and a self-attention-based SNP selection strategy. [PDF]

BMC Bioinformatics
Qian L, Du L, Liang M, Li K, Wang J, Qiu S, Mao M, Zhang L, Gao X, Xu L, Zheng C, Zhu B, Chen Y, Wang Z, Li J, Gao H.   +15 more
europepmc   +1 more source

Optimized loss and self attention for enhanced domain adaptation in remote sensing image classification. [PDF]

Sci Rep
Kumar P, Mathew J, Sanodiya RK.
europepmc   +1 more source

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Self-Attention for Cyberbullying Detection

2020 International Conference on Cyber Situational Awareness, Data Analytics and Assessment (CyberSA), 2020
In recent years, cyberbullying has grown out of proportion due to the increasing usage of social media platforms along with the benefit of user anonymization over the Internet. Affecting people across all demographics, the effect of cyberbullying has been more pronounced over adolescents and insecure individuals. Victims suffer from societal isolation,
Ankit Pradhan, Venu Madhav Yatam, Padmalochan Bera   +2 more
openaire   +2 more sources

Self-Attention Agreement Among Capsules

2021 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW), 2021
At the state of the art, Capsule Networks (CapsNets) have shown to be a promising alternative to Convolutional Neural Networks (CNNs) in many computer vision tasks, due to their ability to encode object viewpoint variations. Network capsules provide maps of votes that focus on entities presence in the image and their pose. Each map is the point of view
Pucci R., Micheloni C., Martinel N.
openaire   +3 more sources

Self-Attention Networks for Code Search

Information and Software Technology, 2021
Abstract Context: Developers tend to search and reuse code snippets from a large-scale codebase when they want to implement some functions that exist in the previous projects, which can enhance the efficiency of software development. Objective: As the first deep learning-based code search model, DeepCS outperforms prior models such as Sourcere ...
Sen Fang, Youshuai Tan, Tao Zhang 0001, Yepang Liu 0001   +3 more
openaire   +1 more source