Environmental Detection and Monitoring of SARS-CoV-2 for COVID-19 Risk Prediction DOI
Rita R. Colwell, Kyle D. Brumfield, Moiz Usmani

et al.

Springer eBooks, Journal Year: 2024, Volume and Issue: unknown, P. 65 - 77

Published: Jan. 1, 2024

Language: Английский

Nanoparticles as Detoxifiers for Industrial Wastewater DOI

Nko Okina Solomon,

Swarna Kanchan, Minu Kesheri

et al.

Water Air & Soil Pollution, Journal Year: 2024, Volume and Issue: 235(3)

Published: March 1, 2024

Language: Английский

Citations

12
A multi-city COVID-19 categorical forecasting model utilizing wastewater-based epidemiology DOI Creative Commons

Naomi Rankin,

Samee Saiyed, Hongru Du

et al.

The Science of The Total Environment, Journal Year: 2025, Volume and Issue: 960, P. 178172 - 178172

Published: Jan. 1, 2025

The COVID-19 pandemic highlighted shortcomings in forecasting models, such as unreliable inputs/outputs and poor performance at critical points. As remains a threat, it is imperative to improve current approaches by incorporating reliable data alternative targets better inform decision-makers. Wastewater-based epidemiology (WBE) has emerged viable method track transmission, offering more metric than reported cases for outcomes like hospitalizations. Recognizing the natural alignment of wastewater systems with city structures, ideal leveraging WBE data, this study introduces multi-city, wastewater-based model categorically predict Using hospitalization six US cities, accompanied other epidemiological variables, we develop Generalized Additive Model (GAM) generate two categorization types. Hospitaization Capacity Risk Categorization (HCR) predicts burden on healthcare system based number available hospital beds city. Hospitalization Rate Trend (HRT) trajectory growth rate these categorical thresholds, create probabilistic forecasts retrospectively risk trend category cities over 20-month period 1, 2, 3 week windows. We also propose new methodology measure change points, or time periods where sudden changes outbreak dynamics occurred. explore influence predictor hospitalizations, showing its inclusion positively impacts model's performance. With study, are able capacity disease trends novel useful way, giving decision-makers tool

Language: Английский

Citations

1
Predicting hospital admissions due to COVID-19 in Denmark using wastewater-based surveillance DOI Creative Commons

Aina Gudde,

Lene Wulff Krogsgaard, Guido Benedetti

et al.

The Science of The Total Environment, Journal Year: 2025, Volume and Issue: 966, P. 178674 - 178674

Published: Feb. 1, 2025

Wastewater surveillance has become a fundamental tool to monitor the circulation of SARS-CoV-2 in order prepare timely public health responses. In this study we integrate available clinical data on hospital admissions with wastewater and investigate if predictions number due COVID-19 Danish hospitals are improved by including concentrations SARS-CoV-2. We implement state space models describe relationship between COVID-19, three-week classification delay, more recent numbers total COVID-19. Including SARS-CoV-2, consider five-week As result translate into two hindcasts, one nowcast forecasts. The predicted values for all time frames follow observed well. find that log likelihood higher when (across horizons) lagging observations whether changes occur before does not further improvements. Our shows improve estimates implying add valuable information about underlying transmission imminent development near-future disease burden from is better informed carefully concentrations.

Language: Английский

Citations

0
Ecology and environmental omics DOI
Minu Kesheri, Swarna Kanchan, Upasna Srivastava

et al.

Elsevier eBooks, Journal Year: 2024, Volume and Issue: unknown, P. 315 - 331

Published: Jan. 1, 2024

Language: Английский

Citations

2
Integrative omics data mining DOI
Swarna Kanchan, Minu Kesheri, Upasna Srivastava

et al.

Elsevier eBooks, Journal Year: 2024, Volume and Issue: unknown, P. 237 - 255

Published: Jan. 1, 2024

Language: Английский

Citations

2
Integrating Multi-omics Approaches for Crop Resilience Under Changing Climatic Conditions DOI
Sanjay Anand, Nivedita Chaudhary

Published: Jan. 1, 2024

Language: Английский

Citations

1
Recent Advances in Biological Omics Databases and Tools in Human Health DOI
Poonam Kaithal, Swarna Kanchan, Minu Kesheri

et al.

Published: Jan. 1, 2024

Language: Английский

Citations

1
Advances in Environmental Microbiology: A Multi-omic Perspective DOI

Shalni Satya,

Sakshi Sharma, Garima Choudhary

et al.

Published: Jan. 1, 2024

Language: Английский

Citations

1
Multi-omics in Human Disease Biomarker Discovery DOI

Prashant Kumar,

Swarna Kanchan, Minu Kesheri

et al.

Published: Jan. 1, 2024

Language: Английский

Citations

1
Epidemiological model can forecast COVID-19 outbreaks from wastewater-based surveillance in rural communities. DOI Creative Commons
Tyler Meadows, Erik R. Coats, Solana Narum

et al.

Water Research, Journal Year: 2024, Volume and Issue: 268, P. 122671 - 122671

Published: Oct. 20, 2024

Language: Английский

Citations

1