Convolutional Neural Network and Bidirectional Long Short-Term Memory-Based Method for Predicting Drug–Disease Associations

Convolutional Neural Network and Bidirectional Long Short-Term Memory-Based Method for Predicting Drug–Disease Associations

Identifying novel indications for approved drugs can accelerate drug development and reduce research costs. Most previous studies used shallow models for prioritizing the potential drug-related diseases and failed to deeply integrate the paths between drugs and diseases which may contain additional...

Full description

Bibliographic Details
Main Authors:	Ping Xuan, Yilin Ye, Tiangang Zhang, Lianfeng Zhao, Chang Sun
Format:	Article
Language:	English
Published:	MDPI AG 2019-07-01
Series:	Cells
Subjects:	drug repositioning convolutional neural network drug research and development bidirectional long short-term memory attention mechanism at path level
Online Access:	https://www.mdpi.com/2073-4409/8/7/705

Similar Items

Convolution Neural Network Bidirectional Long Short-Term Memory for Heartbeat Arrhythmia Classification
by: Rami S. Alkhawaldeh, et al.
Published: (2023-12-01)

Assistant diagnosis with Chinese electronic medical records based on CNN and BiLSTM with phrase-level and word-level attentions
by: Tong Wang, et al.
Published: (2020-06-01)

A text classification method based on a convolutional and bidirectional long short-term memory model
by: Hai Huan, et al.
Published: (2022-12-01)

Emergency sign language recognition from variant of convolutional neural network (CNN) and long short term memory (LSTM) models
by: Muhammad Amir As'ari, et al.
Published: (2024-02-01)

Research on Emotion Analysis and Psychoanalysis Application With Convolutional Neural Network and Bidirectional Long Short-Term Memory
by: Baitao Liu
Published: (2022-06-01)

Ensemble deep learning models for protein secondary structure prediction using bidirectional temporal convolution and bidirectional long short-term memory
by: Lu Yuan, et al.
Published: (2023-02-01)

Bidirectional Long Short-Term Memory Network with a Conditional Random Field Layer for Uyghur Part-Of-Speech Tagging
by: Maihemuti Maimaiti, et al.
Published: (2017-11-01)

Feature Weighted Attention—Bidirectional Long Short Term Memory Model for Change Detection in Remote Sensing Images
by: Raj Kumar Patra, et al.
Published: (2022-10-01)

Feature-Enhanced Nonequilibrium Bidirectional Long Short-Term Memory Model for Chinese Text Classification
by: Hai Huan, et al.
Published: (2020-01-01)

Modulation Recognition of Communication Signal Based on Convolutional Neural Network
by: Kaiyuan Jiang, et al.
Published: (2021-12-01)

ACP-BC: A Model for Accurate Identification of Anticancer Peptides Based on Fusion Features of Bidirectional Long Short-Term Memory and Chemically Derived Information
by: Mingwei Sun, et al.
Published: (2023-10-01)

A robust multiple heartbeats classification with weight-based loss based on convolutional neural network and bidirectional long short-term memory
by: Mengting Yang, et al.
Published: (2022-12-01)

Short-Term Traffic Flow Prediction Based on a K-Nearest Neighbor and Bidirectional Long Short-Term Memory Model
by: Weiqing Zhuang, et al.
Published: (2023-02-01)

Bidirectional Long Short-Term Memory Model of <i>SoH</i> Prediction for Gelled-Electrolyte Batteries under Charging Conditions
by: Ting-Jung Kuo, et al.
Published: (2023-12-01)

A Hybrid Bidirectional Recurrent Convolutional Neural Network Attention-Based Model for Text Classification
by: Jin Zheng, et al.
Published: (2019-01-01)

Detection of Myocardial Infarction Using Hybrid Models of Convolutional Neural Network and Recurrent Neural Network
by: Sumayyah Hasbullah, et al.
Published: (2023-06-01)

Photovoltaic power prediction based on sliced bidirectional long short term memory and attention mechanism
by: Wengang Chen, et al.
Published: (2023-03-01)

Forecasting Teleconsultation Demand with an Ensemble Attention-Based Bidirectional Long Short-Term Memory Model
by: Wenjia Chen, et al.
Published: (2021-02-01)

Lie Recognition with Multi-Modal Spatial–Temporal State Transition Patterns Based on Hybrid Convolutional Neural Network–Bidirectional Long Short-Term Memory
by: Sunusi Bala Abdullahi, et al.
Published: (2023-03-01)

Vehicle Destination Prediction Using Bidirectional LSTM with Attention Mechanism
by: Pietro Casabianca, et al.
Published: (2021-12-01)

iPromoter-Seqvec: identifying promoters using bidirectional long short-term memory and sequence-embedded features
by: Thanh-Hoang Nguyen-Vo, et al.
Published: (2022-10-01)

Arrhythmia Classification Based on CNN and Bidirectional LSTM
by: LI Xingxiu, TANG Jianjun, HUA Jing
Published: (2021-12-01)

Towards Attention-Based Convolutional Long Short-Term Memory for Travel Time Prediction of Bus Journeys
by: Jianqing Wu, et al.
Published: (2020-06-01)

Persian Optical Character Recognition Using Deep Bidirectional Long Short-Term Memory
by: Zohreh Khosrobeigi, et al.
Published: (2022-11-01)

Protein remote homology detection based on bidirectional long short-term memory
by: Shumin Li, et al.
Published: (2017-10-01)

Classifying Parasitized and Uninfected Malaria Red Blood Cells Using Convolutional-Recurrent Neural Networks
by: Adan Antonio Alonso-Ramirez, et al.
Published: (2022-01-01)

Bi-LS-AttM: A Bidirectional LSTM and Attention Mechanism Model for Improving Image Captioning
by: Tian Xie, et al.
Published: (2023-07-01)

Application of Bidirectional Long Short-Term Memory to Adaptive Streaming for Internet of Autonomous Vehicles
by: Chenn-Jung Huang, et al.
Published: (2023-10-01)

sEMG-Upper Limb Interaction Force Estimation Framework Based on Residual Network and Bidirectional Long Short-Term Memory Network
by: Wei Lu, et al.
Published: (2022-08-01)

Using Bidirectional Long Short-Term Memory Method for the Height of F2 Peak Forecasting from Ionosonde Measurements in the Australian Region
by: Andong Hu, et al.
Published: (2018-10-01)

Prediction of Remaining Service Life of Rolling Bearings Based on Convolutional and Bidirectional Long- and Short-Term Memory Neural Networks
by: Zhidan Zhong, et al.
Published: (2022-07-01)

Power entity recognition based on bidirectional long short-term memory and conditional random fields
by: Zhixiang Ji, et al.
Published: (2020-04-01)

Radar High-Resolution Range Profile Ship Recognition Using Two-Channel Convolutional Neural Networks Concatenated with Bidirectional Long Short-Term Memory
by: Chih-Lung Lin, et al.
Published: (2021-03-01)

Convolutional Bidirectional Long Short-Term Memory for Deception Detection With Acoustic Features
by: Yue Xie, et al.
Published: (2018-01-01)

Short-Term Load Forecasting Based on Deep Learning Bidirectional LSTM Neural Network
by: Changchun Cai, et al.
Published: (2021-09-01)

Unified time series analysis with Bi-long short-term memory model for early prediction of dyslipidemia in steel workers
by: Gudala Karunakar, et al.
Published: (2023-12-01)

Temperature Prediction Based on Bidirectional Long Short-Term Memory and Convolutional Neural Network Combining Observed and Numerical Forecast Data
by: Seongyoep Jeong, et al.
Published: (2021-01-01)

Sea Drift Trajectory Prediction Based on Quantum Convolutional Long Short-Term Memory Model
by: Siyao Yan, et al.
Published: (2023-09-01)

Short‐term natural gas consumption prediction based on wavelet transform and bidirectional long short‐term memory optimized by Bayesian network
by: Zhaoyang Li, et al.
Published: (2022-09-01)

Refined Answer Selection Method with Attentive Bidirectional Long Short-Term Memory Network and Self-Attention Mechanism for Intelligent Medical Service Robot
by: Deguang Wang, et al.
Published: (2023-02-01)