Cargando…

Detecting Personal Medication Intake in Twitter via Domain Attention-Based RNN with Multi-Level Features

Personal medication intake detection aims to automatically detect tweets that show clear evidence of personal medication consumption. It is a research topic that has attracted considerable attention to drug safety surveillance. This task is inevitably dependent on medical domain information, and the...

Descripción completa

Detalles Bibliográficos
Autores principales:	Xiong, Shufeng, Batra, Vishwash, Liu, Liangliang, Xi, Lei, Sun, Changxia
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Hindawi 2022
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9381240/ https://www.ncbi.nlm.nih.gov/pubmed/35983151 http://dx.doi.org/10.1155/2022/5467262

Ejemplares similares

Food safety news events classification via a hierarchical transformer model
por: Xiong, Shufeng, et al.
Publicado: (2023)

An Entropy-Based Method with a New Benchmark Dataset for Chinese Textual Affective Structure Analysis
por: Xiong, Shufeng, et al.
Publicado: (2023)

RNN-combined graph convolutional network with multi-feature fusion for tuberculosis cavity segmentation
por: Xiao, Zhitao, et al.
Publicado: (2023)

Multi-Channel Time-Domain Boring-Vibration-Enhancement Method Using RNN Networks
por: Xu, Xiaolin, et al.
Publicado: (2023)

Conjoint Feature Representation of GO and Protein Sequence for PPI Prediction Based on an Inception RNN Attention Network
por: Zhao, Lingling, et al.
Publicado: (2020)

An intelligent Chatbot using deep learning with Bidirectional RNN and attention model
por: Dhyani, Manyu, et al.
Publicado: (2021)

Dynamic selective auditory attention detection using RNN and reinforcement learning
por: Geravanchizadeh, Masoud, et al.
Publicado: (2021)

A Multi-RNN Research Topic Prediction Model Based on Spatial Attention and Semantic Consistency-Based Scientific Influence Modeling
por: Xu, Mingying, et al.
Publicado: (2021)

Automatic cardiac arrhythmias classification using CNN and attention‐based RNN network
por: Sun, Jie
Publicado: (2023)

RNN for stop search in ATLAS
por: Arrubarrena Tame, Zulit Paola
Publicado: (2019)

An Information Gain-Based Model and an Attention-Based RNN for Wearable Human Activity Recognition
por: Liu, Leyuan, et al.
Publicado: (2021)

Forecasting oil consumption with attention-based IndRNN optimized by adaptive differential evolution
por: Wu, Binrong, et al.
Publicado: (2022)

Retracted: A Multi-RNN Research Topic Prediction Model Based on Spatial Attention and Semantic Consistency-Based Scientific Influence Modeling
por: Intelligence and Neuroscience, Computational
Publicado: (2023)

Feedforward Control of Piezoelectric Ceramic Actuators Based on PEA-RNN
por: Xiong, Yongcheng, et al.
Publicado: (2022)

A novel attention-based hybrid CNN-RNN architecture for sEMG-based gesture recognition
por: Hu, Yu, et al.
Publicado: (2018)

Graph MADDPG with RNN for multiagent cooperative environment
por: Wei, Xiaolong, et al.
Publicado: (2023)

ACR-SA: attention-based deep model through two-channel CNN and Bi-RNN for sentiment analysis
por: Kamyab, Marjan, et al.
Publicado: (2022)

A CNN-RNN Framework for Crop Yield Prediction
por: Khaki, Saeed, et al.
Publicado: (2020)

Comparative Analysis of CNN and RNN for Voice Pathology Detection
por: Syed, Sidra Abid, et al.
Publicado: (2021)

Predicting the Risk of Depression Based on ECG Using RNN
por: Noor, Sumaiya Tarannum, et al.
Publicado: (2021)

Personalized Deep Bi-LSTM RNN Based Model for Pain Intensity Classification Using EDA Signal
por: Pouromran, Fatemeh, et al.
Publicado: (2022)

Parallel Structure Deep Neural Network Using CNN and RNN with an Attention Mechanism for Breast Cancer Histology Image Classification
por: Yao, Hongdou, et al.
Publicado: (2019)

An Attention Mechanism Oriented Hybrid CNN-RNN Deep Learning Architecture of Container Terminal Liner Handling Conditions Prediction
por: Li, Bin, et al.
Publicado: (2021)

Prediction of COVID-19 epidemic situation via fine-tuned IndRNN
por: Hong, Zhonghua, et al.
Publicado: (2021)

Reverse engineering module networks by PSO-RNN hybrid modeling
por: Zhang, Yuji, et al.
Publicado: (2009)

piRNN: deep learning algorithm for piRNA prediction
por: Wang, Kai, et al.
Publicado: (2018)

RNN- and LSTM-Based Soft Sensors Transferability for an Industrial Process
por: Curreri, Francesco, et al.
Publicado: (2021)

Groundwater quality prediction based on LSTM RNN: An Iranian experience
por: Valadkhan, D., et al.
Publicado: (2022)

An ensemble of AHP-EW and AE-RNN for food safety risk early warning
por: Zhong, Jie, et al.
Publicado: (2023)

Cross-Domain Sentiment Analysis Based on Feature Projection and Multi-Source Attention in IoT
por: Kong, Yeqiu, et al.
Publicado: (2023)

A Framework of Combining Short-Term Spatial/Frequency Feature Extraction and Long-Term IndRNN for Activity Recognition †
por: Zhao, Beidi, et al.
Publicado: (2020)

Long short-term memory RNN for biomedical named entity recognition
por: Lyu, Chen, et al.
Publicado: (2017)

RNN-Aided Human Velocity Estimation from a Single IMU †
por: Feigl, Tobias, et al.
Publicado: (2020)

Learning Representations Using RNN Encoder-Decoder for Edge Security Control
por: Guo, Wei, et al.
Publicado: (2022)

Decoupling RNN Training and Testing Observation Intervals for Spectrum Sensing Applications
por: Moore, Megan O., et al.
Publicado: (2022)

Audio-Visual Stress Classification Using Cascaded RNN-LSTM Networks
por: Gupta, Megha V., et al.
Publicado: (2022)

A correlation graph attention network for classifying chromosomal instabilities from histopathology whole-slide images
por: Liu, Liangliang, et al.
Publicado: (2023)

All a twitter: a personal and professional guide to social networking with Twitter
por: Morris, Tee
Publicado: (2010)

Multi-Rule Based Ensemble Feature Selection Model for Sarcasm Type Detection in Twitter
por: Sundararajan, Karthik, et al.
Publicado: (2020)

Modeling human cancer-related regulatory modules by GA-RNN hybrid algorithms
por: Chiang, Jung-Hsien, et al.
Publicado: (2007)

Cannot write session to /tmp/vufind_sessions/sess_d6nbqhbsiis2dnfp8mfv126rbi