Zobrazeno 1 - 10
of 215
pro vyhledávání: '"James M. Hyman"'
Publikováno v:
Mathematical Biosciences and Engineering, Vol 21, Iss 8, Pp 6829-6846 (2024)
Vaccine hesitancy threatens to reverse the progress in tackling vaccine-preventable diseases. We used an $ SIS $ model with a game theory model for vaccination and parameters from the COVID-19 pandemic to study how vaccine hesitancy impacts epidemic
Externí odkaz:
https://doaj.org/article/e72c8a9c65e64cf1a9309cef222ad428
Publikováno v:
BMC Medical Research Methodology, Vol 24, Iss 1, Pp 1-25 (2024)
Abstract Background Dynamical mathematical models defined by a system of differential equations are typically not easily accessible to non-experts. However, forecasts based on these types of models can help gain insights into the mechanisms driving t
Externí odkaz:
https://doaj.org/article/ccdc1cca65564a85af2737486e8ab7f9
Publikováno v:
Infectious Disease Modelling, Vol 9, Iss 2, Pp 411-436 (2024)
An ensemble n-sub-epidemic modeling framework that integrates sub-epidemics to capture complex temporal dynamics has demonstrated powerful forecasting capability in previous works. This modeling framework can characterize complex epidemic patterns, i
Externí odkaz:
https://doaj.org/article/6987f69b377c4349b3bb1396a5b6390c
Autor:
S. Kane Moser, Julie A. Spencer, Martha Barnard, James M. Hyman, Carrie A. Manore, Morgan E. Gorris
Publikováno v:
GeoHealth, Vol 8, Iss 6, Pp n/a-n/a (2024)
Abstract Many infectious disease forecasting models in the United States (US) are built with data partitioned into geopolitical regions centered on human activity as opposed to regions defined by natural ecosystems; although useful for data collectio
Externí odkaz:
https://doaj.org/article/6001b58a447c4560b6478856ecf91738
Autor:
Gerardo Chowell, Amanda Bleichrodt, Sushma Dahal, Amna Tariq, Kimberlyn Roosa, James M. Hyman, Ruiyan Luo
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-23 (2024)
Abstract Simple dynamic modeling tools can help generate real-time short-term forecasts with quantified uncertainty of the trajectory of diverse growth processes unfolding in nature and society, including disease outbreaks. An easy-to-use and flexibl
Externí odkaz:
https://doaj.org/article/7685f6f0dada4c6f94d08ddc17bdeee7
Autor:
Sayera Dhaubhadel, Kumkum Ganguly, Ruy M. Ribeiro, Judith D. Cohn, James M. Hyman, Nicolas W. Hengartner, Beauty Kolade, Anna Singley, Tanmoy Bhattacharya, Patrick Finley, Drew Levin, Haedi Thelen, Kelly Cho, Lauren Costa, Yuk-Lam Ho, Amy C. Justice, John Pestian, Daniel Santel, Rafael Zamora-Resendiz, Silvia Crivelli, Suzanne Tamang, Susana Martins, Jodie Trafton, David W. Oslin, Jean C. Beckham, Nathan A. Kimbrel, Million Veteran Program Suicide Exemplar Work Group, Benjamin H. McMahon
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-19 (2024)
Abstract We present an ensemble transfer learning method to predict suicide from Veterans Affairs (VA) electronic medical records (EMR). A diverse set of base models was trained to predict a binary outcome constructed from reported suicide, suicide a
Externí odkaz:
https://doaj.org/article/f6fe8596f4ab4a77a81d71a70bf80892
Autor:
Ryan. A. Wirt, Lauren. A. Crew, Andrew. A. Ortiz, Adam. M. McNeela, Emmanuel Flores, Jefferson. W. Kinney, James M. Hyman
Publikováno v:
Communications Biology, Vol 4, Iss 1, Pp 1-16 (2021)
To investigate the effects of chronic hyperglycemia on hippocampal network activity Wirt et al induced sustained hyperglycemia in rats and tested them in a spatial delayed alternation task while recording from the hippocampus and anterior cingulate c
Externí odkaz:
https://doaj.org/article/ba44439da3804d76a8fab5796ca4c4fe
Publikováno v:
Epidemiologia, Vol 2, Iss 2, Pp 207-226 (2021)
The COVID-19 pandemic has placed an unprecedented burden on public health and strained the worldwide economy. The rapid spread of COVID-19 has been predominantly driven by aerosol transmission, and scientific research supports the use of face masks t
Externí odkaz:
https://doaj.org/article/23609c3157994f3a88849955122d4bd7
Publikováno v:
Mathematical Biosciences and Engineering, Vol 18, Iss 2, Pp 1529-1549 (2021)
We develop and analyze a stage-progression compartmental model to study the emerging invasive nontyphoidal Salmonella (iNTS) epidemic in sub-Saharan Africa. iNTS bloodstream infections are often fatal, and the diverse and non-specific clinical featur
Externí odkaz:
https://doaj.org/article/5cd2aa76faf0477e8a5dcbfd43646e85
Publikováno v:
Tropical Medicine and Infectious Disease, Vol 8, Iss 3, p 162 (2023)
Wolbachia infection in Anopheles albimanus mosquitoes can render mosquitoes less capable of spreading malaria. We developed and analyzed a mechanistic compartmental ordinary differential equation model to evaluate the effectiveness of Wolbachia-based
Externí odkaz:
https://doaj.org/article/7ed8ebe07fef4bd88f35b5535c3920a4