Wastewater-based epidemiology predicts COVID-19-induced weekly new hospital admissions in over 150 USA counties
Although the coronavirus disease (COVID-19) emergency status is easing, the COVID-19
pandemic continues to affect healthcare systems globally. It is crucial to have a reliable and …
pandemic continues to affect healthcare systems globally. It is crucial to have a reliable and …
Incorporating variant frequencies data into short-term forecasting for COVID-19 cases and deaths in the USA: a deep learning approach
Background Since the US reported its first COVID-19 case on January 21, 2020, the science
community has been applying various techniques to forecast incident cases and deaths. To …
community has been applying various techniques to forecast incident cases and deaths. To …
Evaluation of FluSight influenza forecasting in the 2021–22 and 2022–23 seasons with a new target laboratory-confirmed influenza hospitalizations
SM Mathis, AE Webber, TM León, EL Murray… - Nature …, 2024 - nature.com
Accurate forecasts can enable more effective public health responses during seasonal
influenza epidemics. For the 2021–22 and 2022–23 influenza seasons, 26 forecasting …
influenza epidemics. For the 2021–22 and 2022–23 influenza seasons, 26 forecasting …
Infectious disease surveillance needs for the United States: lessons from Covid-19
M Lipsitch, MT Bassett, JS Brownstein… - Frontiers in Public …, 2024 - frontiersin.org
The COVID-19 pandemic has highlighted the need to upgrade systems for infectious
disease surveillance and forecasting and modeling of the spread of infection, both of which …
disease surveillance and forecasting and modeling of the spread of infection, both of which …
[HTML][HTML] Enhancing the Predictive Power of Google Trends Data Through Network Analysis: Infodemiology Study of COVID-19
Background: The COVID-19 outbreak has revealed a high demand for timely surveillance of
pandemic developments. Google Trends (GT), which provides freely available search …
pandemic developments. Google Trends (GT), which provides freely available search …
Novel mobility index tracks COVID-19 transmission following stay-at-home orders
Considering the emergence of SARS-CoV-2 variants and low vaccine access and uptake,
minimizing human interactions remains an effective strategy to mitigate the spread of SARS …
minimizing human interactions remains an effective strategy to mitigate the spread of SARS …
A GPT-based EHR modeling system for unsupervised novel disease detection
Abstract Objective To develop an Artificial Intelligence (AI)-based anomaly detection model
as a complement of an “astute physician” in detecting novel disease cases in a hospital and …
as a complement of an “astute physician” in detecting novel disease cases in a hospital and …
Differences in Trends in Admissions and Outcomes among Patients from a Secondary Hospital in Madrid during the COVID-19 Pandemic: A Hospital-Based …
R Garcia-Carretero, O Vazquez-Gomez… - Viruses, 2023 - mdpi.com
Spain had some of Europe's highest incidence and mortality rates for coronavirus disease
2019 (COVID-19). This study highlights the impact of the COVID-19 pandemic on daily …
2019 (COVID-19). This study highlights the impact of the COVID-19 pandemic on daily …
Forecasting hospital-level COVID-19 admissions using real-time mobility data
Background For each of the COVID-19 pandemic waves, hospitals have had to plan for
deploying surge capacity and resources to manage large but transient increases in COVID …
deploying surge capacity and resources to manage large but transient increases in COVID …
Decision-making algorithm and predictive model to assess the impact of infectious disease epidemics on the healthcare system: the COVID-19 case study in Italy
To improve decision-making strategies and prediction based on epidemiological data, so far
biased by highly-variable criteria, algorithms using unbiased morbidity parameters, ie …
biased by highly-variable criteria, algorithms using unbiased morbidity parameters, ie …