Prediction of COVID-19 cases by multifactor driven long short-term memory (LSTM) model

Prediction of COVID-19 cases by multifactor driven long short-term memory (LSTM) model

Abstract Since December 2019, cases of COVID-19 have spread globally, caused millions of deaths and huge economic losses. To investigate the impact of different factors and predict the future trend, this study collects relevant data for 15 countries, containing 44 features in about 900 days, which c...

Full description

Saved in:

Bibliographic Details
Main Authors:	Yanwen Shao, Tsz Kin Wan, Kei Hang Katie Chan
Format:	Article
Language:	English
Published:	Nature Portfolio 2025-02-01
Series:	Scientific Reports
Subjects:	COVID-19 Disease prediction Pandemic prevention policy LSTM Machine learning
Online Access:	https://doi.org/10.1038/s41598-025-86698-1
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Daily rainfall prediction using long short-term memory (LSTM) algorithm
by: B SUDARSAN PATRO, et al.
Published: (2024-12-01)

SENTIMENT ANALYSIS WITH LONG-SHORT TERM MEMORY (LSTM) AND GATED RECURRENT UNIT (GRU) ALGORITHMS
by: Muhammad Nazhif Abda Putera Khano, et al.
Published: (2023-12-01)

Prediction of Financial Distress in Retail Companies Using Long-Short Term Memory (LSTM)
by: Wahyuni Windasari, et al.
Published: (2025-06-01)

LONG-SHORT TERM MEMORY (LSTM) FOR PREDICTING VELOCITY AND DIRECTION SEA SURFACE CURRENT ON BALI STRAIT
by: Diah Devi Pramesti, et al.
Published: (2022-06-01)

Global Daily Discharge Estimation Based on Grid Long Short‐Term Memory (LSTM) Model and River Routing
by: Yuan Yang, et al.
Published: (2025-06-01)

Modelling Itasy Lake Water Quality by Long Short Term Memory (LSTM) using Landsat8 Data
by: Randrianiaina Jerry Jean Christien Frederick, et al.
Published: (2025-05-01)

Development of Robot Feature for Stunting Analysis Using Long-Short Term Memory (LSTM) Algorithm
by: Muhammad Rahadian Abdurrahman, et al.
Published: (2024-10-01)

Forecasting motion trajectories of elbow and knee joints during infant crawling based on long–short-term memory (LSTM) networks
by: Jieyi Mo, et al.
Published: (2025-04-01)

Speaker Age and Gender Estimation Based on Deep Learning Bidirectional Long-Short Term Memory (BiLSTM)
by: Aalaa Ahmed Mohammed, et al.
Published: (2021-07-01)

THE COMPARISON OF LONG SHORT-TERM MEMORY AND BIDIRECTIONAL LONG SHORT-TERM MEMORY FOR FORECASTING COAL PRICE
by: Indra Rivaldi Siregar, et al.
Published: (2025-01-01)

Online Tool Wear Monitoring via Long Short-Term Memory (LSTM) Improved Particle Filtering and Gaussian Process Regression
by: Hui Xu, et al.
Published: (2025-05-01)

Predicting Wind Turbine Blade Tip Deformation With Long Short‐Term Memory (LSTM) Models
by: Shubham Baisthakur, et al.
Published: (2025-06-01)

SENTRIN- Mesin Catur Berbasis Neural Network Menggunakan Long Short Term memory (LSTM)
by: Rafi Indra Fattah, et al.
Published: (2025-06-01)

Re-LSTM: A long short-term memory network text similarity algorithm based on weighted word embedding
by: Weidong Zhao, et al.
Published: (2022-12-01)

Effectiveness and optimization of bidirectional long short-term memory (BiLSTM) based fast detection of deep fake face videos for real-time applications
by: Haoxiang Wang
Published: (2025-05-01)

Long Short-Term Memory Approach to Predict Battery SOC
by: Rupali Firke, et al.
Published: (2024-12-01)

Performance Evaluation of Long Short-Term Memory for Chili Price Prediction
by: Fata Nabil Fikri, et al.
Published: (2025-01-01)

A Temporal Convolutional Network–Bidirectional Long Short-Term Memory (TCN-BiLSTM) Prediction Model for Temporal Faults in Industrial Equipment
by: Jinyin Bai, et al.
Published: (2025-02-01)

Short-Term Sales Forecasting Using LSTM and Prophet Based Models in E-Commerce
by: Alp Ecevit, et al.
Published: (2023-06-01)

Machine learning based disruption prediction using long short-term memory in KSTAR
by: Jeongwon Lee, et al.
Published: (2025-01-01)

Indonesian Government Revenue Prediction Using Long Short-Term Memory
by: Mahmud, et al.
Published: (2024-06-01)

Prediction of Solar Radiation Data for Garlic Production in Magelang Regency Using Long Short-Term Memory
by: Muhammad Safrul Safrudin, et al.
Published: (2024-12-01)

A Multivariate LSTM Model for Short-Term Water Demand Forecasting
by: Aly K. Salem, et al.
Published: (2024-09-01)

Short-term load estimation based on improved DBN-LSTM
by: Nan Dong, et al.
Published: (2025-07-01)

Long Short-Term Memory as a Rainfall Forecasting Model for Bogor City in 2025-2026
by: Nur Anggraini Fadhilah, et al.
Published: (2025-03-01)

Improving daily reference evapotranspiration forecasts: Designing AI-enabled recurrent neural networks based long short-term memory
by: Mumtaz Ali, et al.
Published: (2025-03-01)

Hybrid Long Short-Term Memory Wavelet Transform Models for Short-Term Electricity Load Forecasting
by: Agbassou Guenoukpati, et al.
Published: (2024-09-01)

Predicting amyloid proteins using attention-based long short-term memory
by: Zhuowen Li
Published: (2025-02-01)

Short-term prediction of trimaran load based on data driven technology
by: Haoyun Tang, et al.
Published: (2025-01-01)

Improving long short-term memory (LSTM) networks for arbitrage spread forecasting: integrating cuckoo and zebra algorithms in chaotic mapping space for enhanced accuracy
by: Mingfu Zhu, et al.
Published: (2024-12-01)

PREDICTING USD/ TL EXCHANGE RATE IN TURKEY: THE LONG-SHORT TERM MEMORY APPROACH
by: Abdul-razak Bawa Yussif, et al.
Published: (2023-08-01)

Long Short-Term Memory Approach for Coronavirus Disease Predicti
by: Omar Ibrahim Obaid, et al.
Published: (2020-12-01)

Enhanced household energy consumption forecasting using multivariate long short-term memory (LSTM) networks with weather data integration
by: Aditya Pai H, et al.
Published: (2025-09-01)

TIME SERIES MODEL WITH LONG SHORT-TERM MEMORY EFFECT FOR GREENHOUSE GAS ESTIMATION IN INDONESIA
by: Ridho Saputra, et al.
Published: (2025-04-01)

Long short-term memory (LSTM) networks for precision prediction of Schottky barrier photodiode behavior at different illumination levels
by: Gökalp Tulum, et al.
Published: (2025-07-01)

Conv1D-LSTM: Autonomous Breast Cancer Detection Using a One-Dimensional Convolutional Neural Network With Long Short-Term Memory
by: Mitanshi Rastogi, et al.
Published: (2024-01-01)

Research on Leak Detection and Localization Algorithm for Oil and Gas Pipelines Using Wavelet Denoising Integrated with Long Short-Term Memory (LSTM)–Transformer Models
by: Yunbin Ma, et al.
Published: (2025-04-01)

Sentiment Analysis of Public Comments on X Social Media Related to Israeli Product Boycotts Using The Long Short-Term Memory (LSTM) Method
by: Pitra Rahmadani Panggabean, et al.
Published: (2025-06-01)

Estimation of Forces and Powers in Ergometer and Scull Rowing Based on Long Short-Term Memory Neural Networks
by: Lorenzo Pitto, et al.
Published: (2025-01-01)

Motor Bearing Failure Identification Using Multiple Long Short-Term Memory Training Strategies
by: Youcef ATMANI, et al.
Published: (2024-10-01)