A Bidirectional Long Short-Term Memory Model Algorithm for Predicting COVID-19 in Gulf Countries

Applying Deep Learning Methods on Time-Series Data for Forecasting COVID-19 in Egypt, Kuwait, and Saudi Arabia

(2021) Nahla F. Omran et al.   COMPLEXITY

Estimating COVID-19 cases in Makkah region of Saudi Arabia: Space-time ARIMA modeling

(2021) Fuad A. Awwad et al.   PLoS One

Application of Artificial Intelligence-Based Regression Methods in the Problem of COVID-19 Spread Prediction: A Systematic Review

(2021) Jelena Musulin et al.   International Journal of Environmental Research and Public Health

An EEMD-BiLSTM Algorithm Integrated with Boruta Random Forest Optimiser for Significant Wave Height Forecasting along Coastal Areas of Queensland, Australia

(2021) Nawin Raj et al.   Remote Sensing

Short-Term Prediction of COVID-19 Cases Using Machine Learning Models

(2021) Md. Shahriare Satu et al.   Applied Sciences-Basel

Ship Roll Prediction Algorithm Based on Bi-LSTM-TPA Combined Model

(2021) Yuchao Wang et al.   Journal of Marine Science and Engineering

Development of an Early Alert System for an Additional Wave of COVID-19 Cases Using a Recurrent Neural Network with Long Short-Term Memory

(2021) Finn Stevenson et al.   International Journal of Environmental Research and Public Health

Empirical Evaluation of Alternative Time-Series Models for COVID-19 Forecasting in Saudi Arabia

(2021) Isra Al-Turaiki et al.   International Journal of Environmental Research and Public Health

One-Year Lesson: Machine Learning Prediction of COVID-19 Positive Cases with Meteorological Data and Mobility Estimate in Japan

(2021) Essam A. Rashed et al.   International Journal of Environmental Research and Public Health

COVID-19 Pandemic Forecasting Using CNN-LSTM: A Hybrid Approach

(2021) Zuhaira M. Zain et al.   Journal of Control Science and Engineering

The continuing 2019-nCoV epidemic threat of novel coronaviruses to global health — The latest 2019 novel coronavirus outbreak in Wuhan, China

(2020) David S. Hui et al.   INTERNATIONAL JOURNAL OF INFECTIOUS DISEASES

Evolution of CT Manifestations in a Patient Recovered from 2019 Novel Coronavirus (2019-nCoV) Pneumonia in Wuhan, China

(2020) Heshui Shi et al.   RADIOLOGY

Evolution of the novel coronavirus from the ongoing Wuhan outbreak and modeling of its spike protein for risk of human transmission

(2020) Xintian Xu et al.   Science China-Life Sciences

The COVID‐19 epidemic

(2020) Thirumalaisamy P. Velavan et al.   TROPICAL MEDICINE & INTERNATIONAL HEALTH

Functional assessment of cell entry and receptor usage for SARS-CoV-2 and other lineage B betacoronaviruses

(2020) Michael Letko et al.   Nature Microbiology

Machine Learning, COVID‐19 (2019‐nCoV), and multi‐OMICS

(2020) Attila Tárnok   CYTOMETRY PART A

COVID-19 and Italy: what next?

(2020) Andrea Remuzzi et al.   LANCET

Artificial intelligence and machine learning to fight COVID-19

(2020) Ahmad Alimadadi et al.   PHYSIOLOGICAL GENOMICS

Predicting the impacts of epidemic outbreaks on global supply chains: A simulation-based analysis on the coronavirus outbreak (COVID-19/SARS-CoV-2) case

(2020) Dmitry Ivanov   TRANSPORTATION RESEARCH PART E-LOGISTICS AND TRANSPORTATION REVIEW

Mathematical prediction of the time evolution of the COVID-19 pandemic in Italy by a Gauss error function and Monte Carlo simulations

(2020) Ignazio Ciufolini et al.   European Physical Journal Plus

Prediction models for diagnosis and prognosis in Covid-19

(2020) Matthew Sperrin et al.   BMJ-British Medical Journal

Prediction models for diagnosis and prognosis of covid-19: systematic review and critical appraisal

(2020) Laure Wynants et al.   BMJ-British Medical Journal

Soft Clustering for Enhancing the Diagnosis of Chronic Diseases over Machine Learning Algorithms

(2020) Theyazn H.H Aldhyani et al.   Journal of Healthcare Engineering

Coronavirus disease of 2019 (COVID-19) in the Gulf Cooperation Council (GCC) countries: Current status and management practices

(2020) Thamir A. Alandijany et al.   Journal of Infection and Public Health

The Rapid Assessment and Early Warning Models for COVID-19

(2020) Zhihua Bai et al.   VIROLOGICA SINICA

On Estimating the Number of Deaths Related to Covid-19

(2020) Hoang Pham   Mathematics

COVID-19 Pandemic Prediction for Hungary; A Hybrid Machine Learning Approach

(2020) Gergo Pinter et al.   Mathematics

An efficient Long Short-Term Memory model based on Laplacian Eigenmap in artificial neural networks

(2020) Fang Hu et al.   APPLIED SOFT COMPUTING

Time series forecasting of COVID-19 transmission in Canada using LSTM networks

(2020) Vinay Kumar Reddy Chimmula et al.   CHAOS SOLITONS & FRACTALS

Classification of COVID-19 patients from chest CT images using multi-objective differential evolution–based convolutional neural networks

(2020) Dilbag Singh et al.   EUROPEAN JOURNAL OF CLINICAL MICROBIOLOGY & INFECTIOUS DISEASES

Deep learning model for end-to-end approximation of COSMIC functional size based on use-case names

(2020) Mirosław Ochodek et al.   INFORMATION AND SOFTWARE TECHNOLOGY

Analyzing and forecasting COVID ‐19 pandemic in the Kingdom of Saudi Arabia using ARIMA and SIR models

(2020) Khaled Ali Abuhasel et al.   COMPUTATIONAL INTELLIGENCE

Isfahan and Covid-19: Deep spatiotemporal representation

(2020) Rahele Kafieh et al.   CHAOS SOLITONS & FRACTALS

Real-Time Forecasting of Hand-Foot-and-Mouth Disease Outbreaks using the Integrating Compartment Model and Assimilation Filtering

(2019) Zhicheng Zhan et al.   Scientific Reports

On the predictability of infectious disease outbreaks

(2019) Samuel V. Scarpino et al.   Nature Communications

Inter-outbreak stability reflects the size of the susceptible pool and forecasts magnitudes of seasonal epidemics

(2019) Martin Rypdal et al.   Nature Communications

Real-Time Identification of Power Fluctuations Based on LSTM Recurrent Neural Network: A Case Study on Singapore Power System

(2019) Shuli Wen et al.   IEEE Transactions on Industrial Informatics

The forecasting of dynamical Ross River virus outbreaks: Victoria, Australia

(2019) Iain S. Koolhof et al.   Epidemics

A dengue fever predicting model based on Baidu search index data and climate data in South China

(2019) Dan Liu et al.   PLoS One

A review of influenza detection and prediction through social networking sites

(2018) Ali Alessa et al.   Theoretical Biology and Medical Modelling

Deep learning based tissue analysis predicts outcome in colorectal cancer

(2018) Dmitrii Bychkov et al.   Scientific Reports

Dermatologist-level classification of skin cancer with deep neural networks

(2017) Andre Esteva et al.   NATURE

Forecasting influenza in Hong Kong with Google search queries and statistical model fusion

(2017) Qinneng Xu et al.   PLoS One

Construction and evaluation of two computational models for predicting the incidence of influenza in Nagasaki Prefecture, Japan

(2017) Fei He et al.   Scientific Reports

High correlation of Middle East respiratory syndrome spread with Google search and Twitter trends in Korea

(2016) Soo-Yong Shin et al.   Scientific Reports

Using internet search queries for infectious disease surveillance: screening diseases for suitability

(2014) Gabriel J Milinovich et al.   BMC INFECTIOUS DISEASES

Monitoring Influenza Epidemics in China with Search Query from Baidu

(2013) Qingyu Yuan et al.   PLoS One

Molecular Epidemiology of Human Coronavirus OC43 Reveals Evolution of Different Genotypes over Time and Recent Emergence of a Novel Genotype due to Natural Recombination

(2011) S. K. P. Lau et al.   JOURNAL OF VIROLOGY

Assessing Google Flu Trends Performance in the United States during the 2009 Influenza Virus A (H1N1) Pandemic

(2011) Samantha Cook et al.   PLoS One

Multiscale mobility networks and the spatial spreading of infectious diseases

(2009) D. Balcan et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA