AIMC Topic: Pandemics

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Deep Learning Methods to Predict Mortality in COVID-19 Patients: A Rapid Scoping Review.

Studies in health technology and informatics May 27, 2021
The ongoing COVID-19 pandemic has become the most impactful pandemic of the past century. The SARS-CoV-2 virus has spread rapidly across the globe affecting and straining global health systems. More than 2 million people have died from COVID-19 (as o...
Pandemics COVID-19 Humans SARS-CoV-2 Deep Learning Artificial Intelligence
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Progress in robotics for combating infectious diseases.

Science robotics Mar 31, 2021
The world was unprepared for the COVID-19 pandemic, and recovery is likely to be a long process. Robots have long been heralded to take on dangerous, dull, and dirty jobs, often in environments that are unsuitable for humans. Could robots be used to ...
SARS-CoV-2 User-Computer Interface Robotics Robotic Surgical Procedures Communicable Disease Control Disinfection Remote Sensing Technology Pandemics COVID-19 Communicable Diseases Humans Machine Learning
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Robots as intelligent assistants to face COVID-19 pandemic.

Briefings in bioinformatics Mar 22, 2021
MOTIVATION: The epidemic at the beginning of this year, due to a new virus in the coronavirus family, is causing many deaths and is bringing the world economy to its knees. Moreover, situations of this kind are historically cyclical. The symptoms and...
Humans Pandemics SARS-CoV-2 COVID-19 Robotics
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STAN: spatio-temporal attention network for pandemic prediction using real-world evidence.

Journal of the American Medical Informatics Association : JAMIA Mar 18, 2021
OBJECTIVE: We aim to develop a hybrid model for earlier and more accurate predictions for the number of infected cases in pandemics by (1) using patients' claims data from different counties and states that capture local disease status and medical re...
COVID-19 Deep Learning United States Models, Statistical Humans Neural Networks, Computer Pandemics Epidemiologic Methods
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On collaborative reinforcement learning to optimize the redistribution of critical medical supplies throughout the COVID-19 pandemic.

Journal of the American Medical Informatics Association : JAMIA Mar 18, 2021
OBJECTIVE: This work investigates how reinforcement learning and deep learning models can facilitate the near-optimal redistribution of medical equipment in order to bolster public health responses to future crises similar to the COVID-19 pandemic.
Algorithms Deep Learning Equipment and Supplies Resource Allocation Machine Learning Pandemics COVID-19 Public Health Administration
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COVID-19 mortality rate prediction for India using statistical neural networks and gaussian process regression model.

African health sciences Mar 1, 2021
The primary purpose of this research is to identify the best COVID-19 mortality model for India using regression models and is to estimate the future COVID-19 mortality rate for India. Specifically, Statistical Neural Networks (Radial Basis Function ...
COVID-19 Mortality Forecasting Humans SARS-CoV-2 India Regression Analysis Neural Networks, Computer Models, Statistical Models, Biological Pandemics
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Use of Telepresence Robots in Glaucoma Patient Education.

Journal of glaucoma Mar 1, 2021
PRCIS: Telepresence robots (TR) present the versatility to effectively provide remote educational sessions for patients affected by glaucoma to improve disease knowledge. Given COVID-19's effect on clinical practice, TR can maintain social distancing...
Pandemics COVID-19 Female SARS-CoV-2 Humans Glaucoma Patient Education as Topic Mental Recall Comorbidity Surveys and Questionnaires Intraocular Pressure Health Knowledge, Attitudes, Practice Male Robotics Middle Aged
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The 2021 COVID-19 Artificial Intelligence Issue.

Clinical genitourinary cancer Feb 1, 2021
SARS-CoV-2 Smartphone Telemedicine Contact Tracing Urogenital Neoplasms Medical Oncology Time-to-Treatment Humans Artificial Intelligence Pandemics COVID-19 Global Burden of Disease Physical Distancing Wireless Technology Personal Protective Equipment
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A deep learning-based medication behavior monitoring system.

Mathematical biosciences and engineering : MBE Jan 28, 2021
The internet of things (IoT) and deep learning are emerging technologies in diverse research fields, including the provision of IT services in medical domains. In the COVID-19 era, intelligent medication behavior monitoring systems for stable patient...
Wearable Electronic Devices Biomedical Engineering Pandemics Humans COVID-19 Drug Treatment SARS-CoV-2 Neural Networks, Computer Computer Systems Assessment of Medication Adherence Internet of Things Software Directly Observed Therapy Deep Learning Medication Adherence Monitoring, Physiologic Equipment Design
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UniProt: the universal protein knowledgebase in 2021.

Nucleic acids research Jan 8, 2021
The aim of the UniProt Knowledgebase is to provide users with a comprehensive, high-quality and freely accessible set of protein sequences annotated with functional information. In this article, we describe significant updates that we have made over ...
Molecular Sequence Annotation Data Curation Viral Proteins Humans Pandemics Proteome User-Computer Interface COVID-19 Databases, Protein Internet Computational Biology SARS-CoV-2 Knowledge Bases Proteomics
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