Previous Research and Development
Data-based analysis, modelling and forecasting of the COVID-19 outbreak
Cleo Anastassopoulou et al, NCBI, March 31, 2020
paper
Modelling the Situation of COVID-19 and Effects of Different Containment Strategies in China with Dynamic Differential Equations and Parameters Estimation
Xiuli Liu et al, Academy of Mathematics and System Science, medRxiv, March 9, 2020
paper preprint
ReCOVER
Ajitesh Srivastava et al, arXiv, April 27 2020
paper preprint and MATLAB code and video
Computer Vision For COVID-19 Control: A Survey
Anwaar Ulhaq et al, arXiv, May 5 2020
paper preprint
Matlab Wrapper for Johns Hopkins University's COVID-19 Data Set
Brian Munsky, GitHub, March 2020
GitHub repo with data, MATLAB code and app
Covid (v3) – data visualizations
Alessandro Esposito, April 2 2020
blog post with links to MATLAB code
Network-based drug repurposing for novel coronavirus 2019-nCoV/SARS-CoV-2
Yadi Zhou et al, nature.com, March 2, 2020
paper and Github repo with MATLAB code
Healthcare impact of COVID-19 epidemic in India: A stochastic mathematical model
Kaustuv Chatterjee et al, ScienceDirect, April 2 2020
paper
COVID-19 forecasting based on an improved interior search algorithm and multi-layer feed forward neural network
Rizk M. Rizk-Allah et al, arXiv, April 6 2020
paper
Analyzing Novel Corona Virus COVID-19 Dataset
Toshi Takeuchi, Loren on the Art of MATLAB blog, March 16, 2020
blog post with MATLAB code using Kaggle dataset
Coronavirus – Data Mining
Alessandro Esposito, quantitative-biology.org, March 15, 2020
post with links to MATLAB code
Coronavirus Projections
Wayne Moss, Cummins Inc.,
March 24, 2020
LinkedIn post with MATLAB code
The Outbreak’s Modeling of Coronavirus (COVID-19) Using the Modified SEIR Model in Indonesia
Rustan Rustan et al, Spektra, April 1 2020
paper
A multi-region discrete time mathematical modeling of the dynamics of Covid-19 virus propagation using optimal control
Bouchaib Khajji et al, Journal of Applied Mathematics and Computing, March 1 2020
paper
The Reconstruction and Prediction Algorithm of the Fractional TDD for the Local Outbreak of COVID-19
Yu Chen et al, arxiv.org, February 24, 2020
paper preprint
Harmony-Search and Otsu based System for Coronavirus Disease (COVID-19) Detection using Lung CT Scan Images
V. Rajinikanth et al, April 6 2020
paper preprint
UK Coronavirus Modelling – match to data
Brian Sutton, April 18 2020
blog post
Fighting COVID-19 with computational approaches to repurposing existing drugs
Behind the Headlines, April 23 2020
blog post
Deep Learning Analysis of COVID-19 lung X-Rays using MATLAB
FlyLogical, blogspot.com, April 8, 2020
blog post with MATLAB code
In-host Modelling of COVID-19 Kinetics in Humans
Esteban A. Hernandez-Vargas et al, medRxiv, April 15 2020
paper preprint
TWIRLS, an automated topic-wise inference method based on massive literature, suggests a possible mechanism via ACE2 for the pathological changes in the human host after coronavirus infection
Xiayong, Ji, bioRxiv.org, March 2, 2020
paper preprint
COVID-19 Findings, Simulations
Ruiyun Li et al, GitHub, March 2020
GitHub repo with MATLAB code, Shaman Group at Columbia University
Ultra-Low-Cost Integrated Silicon-based Transducer for On-Site, Genetic Detection of Pathogens
Estefania Nunez-Bajo et al, bioRxiv.org, March 23, 2020
paper preprint
El modelo SEIRV aplicado a la epidemia de coronavirus en Wuhan, China
Francisco Villatoro, La Ciencia de la Mula Francis blog, March 14, 2020
blog post with MATLAB code (en español)
The COVID-19 Pandemic: Model-Based Evaluation of Non-Pharmaceutical Interventions and Prognoses
Alex De Visscher, ResearchGate, May 7, 2020
paper preprint
Forecasting the timeframe of coronavirus and human cells interaction with reverse engineering
Ayesha Sohail et al, Progress in Biophysics and Molecular Biology, April 29 2020
paper
Equipos y Máquinas en Establecimientos de Salud
Jorge Mírez, jmirezmedical, May 6 2020
blog
Classification of COVID-19 patients from chest CT images using multi-objective differential evolution–based convolutional neural networks
Dilbag Singh et al, European Journal of Clinical Microbiology & Infectious Diseases, April 7 2020
paper
Predictive Monitoring of COVID-19
SUTD Data-Driven Innovation Lab, May 1 2020
Post with links to code and data
School Opening Delay Effect on Transmission Dynamics of Coronavirus Disease 2019 in Korea: Based on Mathematical Modeling and Simulation Study
Soyoung Kim et al, Journal of Korean Medical Science, April 1, 2020
paper
Within the Lack of COVID-19 Benchmark Dataset: A Novel GAN with Deep Transfer Learning for Corona-virus Detection in Chest X-ray Images
Mohamed Loey et al, preprints.org, April 7 2020
paper preprint
COVID-19: Simulating exponential spread in Simulink
Guy Rouleau, Guy on Simulink, March 23, 2020
blog post with downloadable Simulink model
Understanding COVID-19 Research Articles using Text Analytics in MATLAB
Sohini Sarkar, COVID-19 Open Research Dataset Challenge (CORD-19), April 10, 2020
Kaggle blog post with links to MATLAB code
Why it is Important to Take the Virus Seriously – or Why This Isn't Just Like the Flu
Pascal Wallisch, New York University, blog.pascallisch.net, March 16, 2020
blog post
Corona Detection using AI--Deep Learning Approach Software to Detect Corona in Lung CT scan
Prasad Kalane, Anubhuti Research & Development Center, March 17, 2020
LinkedIn post with links to MATLAB code
We can help.
If you're actively working on an R&D project for COVID-19 and you think MathWorks can help, please contact us.
