A spatiotemporal machine learning approach to forecasting COVID-19 incidence at the county level in the USA

Transfer Learning for COVID-19 cases and deaths forecast using LSTM network

(2021) Yogesh Gautam   ISA TRANSACTIONS

Efficient and effective training of sparse recurrent neural networks

(2021) Shiwei Liu et al.   NEURAL COMPUTING & APPLICATIONS

Impact of Race and Socioeconomic Status on Outcomes in Patients Hospitalized with COVID-19

(2021) Daniel Quan et al.   JOURNAL OF GENERAL INTERNAL MEDICINE

Variational-LSTM autoencoder to forecast the spread of coronavirus across the globe

(2021) Mohamed R. Ibrahim et al.   PLoS One

Shallow Convolutional Neural Network for COVID-19 Outbreak Screening Using Chest X-rays

(2021) Himadri Mukherjee et al.   Cognitive Computation

Nurses' burnout and associated risk factors during the COVID‐19 pandemic: A systematic review and meta‐analysis

(2021) Petros Galanis et al.   JOURNAL OF ADVANCED NURSING

Predictive performance of international COVID-19 mortality forecasting models

(2021) Joseph Friedman et al.   Nature Communications

COVID-19 deaths in the USA: Benford’s law and under-reporting

(2021) Michele Campolieti   JOURNAL OF PUBLIC HEALTH

Thinking green: modelling respirator reuse strategies to reduce cost and waste

(2021) Jacqueline Chu et al.   BMJ Open

Identifying Patterns of Turnover Intention Among Alabama Frontline Nurses in Hospital Settings During the COVID-19 Pandemic

(2021) Astin Cole et al.   Journal of Multidisciplinary Healthcare

Genomic surveillance to combat COVID-19: challenges and opportunities

(2021) Janet D Robishaw et al.   Lancet Microbe

Spatiotemporal prediction of COVID-19 cases using inter- and intra-county proxies of human interactions

(2021) Behzad Vahedi et al.   Nature Communications

Estimating the Impact of Covid-19 and Policy Responses on Australian Income Distribution Using Incomplete Data

(2021) Jinjing Li et al.   SOCIAL INDICATORS RESEARCH

Transmission dynamics of the COVID-19 outbreak and effectiveness of government interventions: A data-driven analysis

(2020) Yaqing Fang et al.   JOURNAL OF MEDICAL VIROLOGY

An interactive web-based dashboard to track COVID-19 in real time

(2020) Ensheng Dong et al.   LANCET INFECTIOUS DISEASES

Fundamentals of Recurrent Neural Network (RNN) and Long Short-Term Memory (LSTM) network

(2020) Alex Sherstinsky   PHYSICA D-NONLINEAR PHENOMENA

The effect of travel restrictions on the spread of the 2019 novel coronavirus (COVID-19) outbreak

(2020) Matteo Chinazzi et al.   SCIENCE

U1 snRNP regulates cancer cell migration and invasion in vitro

(2020) Jung-Min Oh et al.   Nature Communications

The Incubation Period of Coronavirus Disease 2019 (COVID-19) From Publicly Reported Confirmed Cases: Estimation and Application

(2020) Stephen A. Lauer et al.   ANNALS OF INTERNAL MEDICINE

The establishment of reference sequence for SARS‐CoV‐2 and variation analysis

(2020) Changtai Wang et al.   JOURNAL OF MEDICAL VIROLOGY

COVID-19 lockdowns throughout the world

(2020) David Koh   OCCUPATIONAL MEDICINE-OXFORD

Inferring change points in the spread of COVID-19 reveals the effectiveness of interventions

(2020) Jonas Dehning et al.   SCIENCE

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

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

Detection of COVID-19 Infection from Routine Blood Exams with Machine Learning: A Feasibility Study

(2020) Davide Brinati et al.   JOURNAL OF MEDICAL SYSTEMS

Estimating the effects of non-pharmaceutical interventions on COVID-19 in Europe

(2020) Seth Flaxman et al.   NATURE

SEIR modeling of the COVID-19 and its dynamics

(2020) Shaobo He et al.   NONLINEAR DYNAMICS

The impact of COVID-19 and strategies for mitigation and suppression in low- and middle-income countries

(2020) Patrick G. T. Walker et al.   SCIENCE

Correlation between climate indicators and COVID-19 pandemic in New York, USA

(2020) Muhammad Farhan Bashir et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Correlation between weather and Covid-19 pandemic in Jakarta, Indonesia

(2020) Ramadhan Tosepu et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Should governments continue lockdown to slow the spread of covid-19?

(2020) Edward R Melnick et al.   BMJ-British Medical Journal

Epidemiological and clinical characteristics of the COVID-19 epidemic in Brazil

(2020) William Marciel de Souza et al.   Nature Human Behaviour

Association between weather data and COVID-19 pandemic predicting mortality rate: Machine learning approaches

(2020) Zohair Malki et al.   CHAOS SOLITONS & FRACTALS

Semiparametric Bayesian inference for the transmission dynamics of COVID-19 with a state-space model

(2020) Tianjian Zhou et al.   Contemporary Clinical Trials

InceptionTime: Finding AlexNet for time series classification

(2020) Hassan Ismail Fawaz et al.   DATA MINING AND KNOWLEDGE DISCOVERY

Can We Test Our Way Out of the COVID-19 Pandemic?

(2020) Matthew A. Pettengill et al.   JOURNAL OF CLINICAL MICROBIOLOGY

Magnitude, demographics and dynamics of the effect of the first wave of the COVID-19 pandemic on all-cause mortality in 21 industrialized countries

(2020) Vasilis Kontis et al.   NATURE MEDICINE

Forecast analysis of the epidemics trend of COVID-19 in the USA by a generalized fractional-order SEIR model

(2020) Conghui Xu et al.   NONLINEAR DYNAMICS

Ensemble forecast modeling for the design of COVID-19 vaccine efficacy trials

(2020) Natalie E. Dean et al.   VACCINE

False-positive COVID-19 results: hidden problems and costs

(2020) Elena Surkova et al.   Lancet Respiratory Medicine

Neural Network Based Country Wise Risk Prediction of COVID-19

(2020) Ratnabali Pal et al.   Applied Sciences-Basel

Socioeconomic Disparities in Social Distancing During the COVID-19 Pandemic in the United States: Observational Study

(2020) Romain Garnier et al.   JOURNAL OF MEDICAL INTERNET RESEARCH

Contributing factors to personal protective equipment shortages during the COVID-19 pandemic

(2020) Jennifer Cohen et al.   PREVENTIVE MEDICINE

Management strategies in a SEIR-type model of COVID 19 community spread

(2020) Anca Rǎdulescu et al.   Scientific Reports

Genomic sequencing effort for SARS-CoV-2 by country during the pandemic

(2020) Yuki Furuse   INTERNATIONAL JOURNAL OF INFECTIOUS DISEASES

Proximity Forest: an effective and scalable distance-based classifier for time series

(2019) Benjamin Lucas et al.   DATA MINING AND KNOWLEDGE DISCOVERY

Adequacy of SEIR models when epidemics have spatial structure: Ebola in Sierra Leone

(2019) Wayne M. Getz et al.   PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES

An open challenge to advance probabilistic forecasting for dengue epidemics

(2019) Michael A. Johansson et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Accuracy of real-time multi-model ensemble forecasts for seasonal influenza in the U.S.

(2019) Nicholas G. Reich et al.   PLoS Computational Biology

The RAPIDD ebola forecasting challenge: Synthesis and lessons learnt

(2018) Cécile Viboud et al.   Epidemics

Effective Neural Network Ensemble Approach for Improving Generalization Performance

(2013) Jing Yang et al.   IEEE Transactions on Neural Networks and Learning Systems

The Unreasonable Effectiveness of Data

(2009) Alon Halevy et al.   IEEE INTELLIGENT SYSTEMS

A Novel Connectionist System for Unconstrained Handwriting Recognition

(2009) A. Graves et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Fitting the HIV Epidemic in Zambia: A Two-Sex Micro-Simulation Model

(2009) Pauline M. Leclerc et al.   PLoS One

Optimizing infectious disease interventions during an emerging epidemic

(2009) J. Wallinga et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA