Viral outbreaks detection and surveillance using wastewater-based epidemiology, viral air sampling, and machine learning techniques: A comprehensive review and outlookReview Published on 2021-08-212023-06-15 Journal: The Science of the total environment [Category] MERS, SARS, [키워드] artificial intelligence artificial neural networks COVID-19 deep learning machine learning reinforcement learning SARS-CoV-2 Viral air surveillance Wastewater based-epidemiology [DOI] 10.1016/j.scitotenv.2021.149834 PMC 바로가기 [Article Type] Review
Reinforcement Learning Assisted Oxygen Therapy for COVID-19 Patients Under Intensive CareArticle Published on 2021-05-192022-10-28 Journal: ArXiv [Category] COVID-19, [키워드] Algorithm averaged Care Characteristics Clinical practice coronavirus disease 19 COVID-19 COVID-19 pandemic COVID-19 patient Critical Critically ill patient cross Electronic health record Health Health status identify ill patient IMPROVE independent intensive care intensive care treatment learning lowest management Markov decision process Mortality mortality rate New York outcome oxygen oxygen flow oxygen flow rate oxygen flow rate control Patient patients public health reduce reduce mortality rate reduction reduction in reinforcement reinforcement learning resources Respiratory failure retrospective cohort Standard of care supplemental oxygen training data trajectory Treatment university validation cohort with COVID-19 PMC 바로가기 [Article Type] Article
Deep reinforcement learning approaches for global public health strategies for COVID-19 pandemicResearch Article Published on 2021-05-132022-10-28 Journal: PLoS ONE [Category] COVID-19, MERS, SARS, [키워드] addition Algorithm analyzed approach benefit Combination Consequences Coronavirus 2019 country COVID-19 COVID-19 epidemic COVID-19 pandemic deep epidemiological data global public health Government Health Impact implementation index case intensity less Local lockdown pandemic Pandemics Population public health Public health intervention Public health interventions public health measure reinforcement learning Research SARS-CoV-2 virus Spread spread of COVID-19 suggested Support Travel was done [DOI] 10.1371/journal.pone.0251550 PMC 바로가기 [Article Type] Research Article
De novo design of new chemical entities for SARS-CoV-2 using artificial intelligence인공 지능을 사용하여 SARS-CoV-2에 대한 새로운 화학 물질의 새로운 설계Research Article Published on 2021-02-162022-08-31 Journal: Future Medicinal Chemistry [Category] MERS, SARS, 신약개발, 치료제, [키워드] 3CL 3CL Protease affected artificial intelligence candidate Compound COVID-19 de novo deep learning Economy Final focus Health inhibiting material Multiple Multiple studies Novel coronavirus novel coronavirus SARS-CoV-2 physicochemical Predictive model protease protease inhibitors Protein reinforcement reinforcement learning SARS-CoV-2 small molecule Small molecules target protein transfer Virtual screening virus replication were used [DOI] 10.4155/fmc-2020-0262 PMC 바로가기 [Article Type] Research Article