Does Air Quality Really Impact COVID-19 Clinical Severity: Coupling NASA Satellite Datasets with Geometric Deep Learning
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Michael J. Garay | Yulia R. Gel | Huikyo Lee | Ignacio Segovia-Dominguez | Krzysztof M. Gorski | Yuzhou Chen | K. Gorski | M. Garay | Y. Gel | Huikyo Lee | Yuzhou Chen | I. Segovia-Dominguez
[1] Yaoyu Zhou,et al. Editorial of the VSI “Environmental, ecological and public health considerations regarding coronaviruses, other viruses, and other microorganisms potentially causing pandemic diseases” , 2020, Environmental Research.
[2] Gaosi Xu,et al. The effects of “Fangcang, Huoshenshan, and Leishenshan” hospitals and environmental factors on the mortality of COVID-19 , 2020, PeerJ.
[3] Ziaul Haque Munim,et al. COVID-19 and the environment: A critical review and research agenda , 2020, Science of The Total Environment.
[4] Ying Sun,et al. Deep learning methods for forecasting COVID-19 time-Series data: A Comparative study , 2020, Chaos, Solitons & Fractals.
[5] Jonathan Masci,et al. Geometric deep learning , 2016, SIGGRAPH ASIA Courses.
[6] D. B. Preston. The Analysis of Time Series: Theory and Practice , 1977 .
[7] Cyrus Shahabi,et al. Diffusion Convolutional Recurrent Neural Network: Data-Driven Traffic Forecasting , 2017, ICLR.
[8] Syed Attique Shah,et al. A survey on artificial intelligence approaches in supporting frontline workers and decision makers for the COVID-19 pandemic , 2020, Chaos, Solitons & Fractals.
[9] Xin-qi Zheng,et al. Time series prediction for the epidemic trends of COVID-19 using the improved LSTM deep learning method: Case studies in Russia, Peru and Iran , 2020, Chaos, Solitons & Fractals.
[10] Chun-Liang Li,et al. Interpretable Sequence Learning for COVID-19 Forecasting , 2020, NeurIPS.
[11] A. Abraham,et al. COVID-19 Prediction and Detection Using Deep Learning , 2020 .
[12] Aneela Zameer,et al. Predictions for COVID-19 with deep learning models of LSTM, GRU and Bi-LSTM , 2020, Chaos, Solitons & Fractals.
[13] Alexandra Luccioni,et al. Mapping the Landscape of Artificial Intelligence Applications against COVID-19 , 2020, J. Artif. Intell. Res..
[14] J. Martins,et al. How socio-economic and atmospheric variables impact COVID-19 and influenza outbreaks in tropical and subtropical regions of Brazil , 2020, Environmental Research.
[15] William L. Smith,et al. AIRS/AMSU/HSB on the Aqua mission: design, science objectives, data products, and processing systems , 2003, IEEE Trans. Geosci. Remote. Sens..
[16] A. Piazzalunga,et al. Potential role of particulate matter in the spreading of COVID-19 in Northern Italy: first observational study based on initial epidemic diffusion , 2020, BMJ Open.
[17] Vinay Kumar Reddy Chimmula,et al. Time series forecasting of COVID-19 transmission in Canada using LSTM networks , 2020, Chaos, Solitons & Fractals.
[18] J. Donnelly,et al. Readmission and Death After Initial Hospital Discharge Among Patients With COVID-19 in a Large Multihospital System. , 2020, JAMA.
[19] C. Faes,et al. Time between Symptom Onset, Hospitalisation and Recovery or Death: Statistical Analysis of Belgian COVID-19 Patients , 2020, International journal of environmental research and public health.
[20] Peter H.J. Chong,et al. Forecasting spread of COVID-19 using google trends: A hybrid GWO-deep learning approach , 2020, Chaos, Solitons & Fractals.
[21] S. Shabnam,et al. Temperature, humidity, and wind speed are associated with lower Covid-19 incidence , 2020, medRxiv.
[22] F. Tian,et al. Predicting the local COVID-19 outbreak around the world with meteorological conditions: a model-based qualitative study , 2020, BMJ Open.
[23] B. K. Panigrahi,et al. Prediction and analysis of COVID-19 positive cases using deep learning models: A descriptive case study of India , 2020, Chaos, Solitons & Fractals.
[24] L. Remer,et al. The Collection 6 MODIS aerosol products over land and ocean , 2013 .
[25] Jon Crowcroft,et al. The Effects of Outdoor Air Pollution Concentrations and Lockdowns on Covid-19 Infections in Wuhan and Other Provincial Capitals in China , 2020 .
[26] Yulia R. Gel,et al. TLife-LSTM: Forecasting Future COVID-19 Progression with Topological Signatures of Atmospheric Conditions , 2021, PAKDD.
[27] Punam Bedi,et al. Projections for COVID-19 spread in India and its worst affected five states using the Modified SEIRD and LSTM models , 2020, ArXiv.
[28] Pierre Vandergheynst,et al. Geometric Deep Learning: Going beyond Euclidean data , 2016, IEEE Signal Process. Mag..
[29] Rachel C. Nethery,et al. Air pollution and COVID-19 mortality in the United States: Strengths and limitations of an ecological regression analysis , 2020, Science Advances.
[30] E. Dong,et al. An interactive web-based dashboard to track COVID-19 in real time , 2020, The Lancet Infectious Diseases.
[31] Mario Coccia,et al. Factors determining the diffusion of COVID-19 and suggested strategy to prevent future accelerated viral infectivity similar to COVID , 2020, Science of The Total Environment.
[32] Arnab Chanda,et al. Effect of weather on COVID-19 spread in the US: A prediction model for India in 2020 , 2020, Science of The Total Environment.