[HTML][HTML] Leveraging advances in data-driven deep learning methods for hybrid epidemic modeling
Mathematical modeling of epidemic dynamics is crucial to understand its underlying
mechanisms, quantify important parameters, and make predictions that facilitate more …
mechanisms, quantify important parameters, and make predictions that facilitate more …
Alternative COVID-19 mitigation measures in school classrooms: analysis using an agent-based model of SARS-CoV-2 transmission
MJ Woodhouse, WP Aspinall… - Royal Society …, 2022 - royalsocietypublishing.org
The SARS-CoV-2 epidemic has impacted children's education, with schools required to
implement infection control measures that have led to periods of absence and classroom …
implement infection control measures that have led to periods of absence and classroom …
Agent-Based Modelling and Social Network Analysis: A Review for Economic and Management Studies
P Campos - 2024 - academic.oup.com
Social network analysis offers a powerful method for comprehending intricate systems
created through agent-based computational models. Scholars contend that intricate agent …
created through agent-based computational models. Scholars contend that intricate agent …
A new mixed agent-based network and compartmental simulation framework for joint modeling of related infectious diseases-application to sexually transmitted …
Background A model that jointly simulates infectious diseases with common modes of
transmission can serve as a decision-analytic tool to identify optimal intervention …
transmission can serve as a decision-analytic tool to identify optimal intervention …
Mechanistic modeling of social conditions in disease-prediction simulations via copulas and probabilistic graphical models: HIV case study
A Khosheghbal, PJ Haas, C Gopalappa - Health Care Management …, 2024 - Springer
As social and economic conditions are key determinants of HIV, the United States 'National
HIV/AIDS Strategy (NHAS)', in addition to care and treatment, aims to address mental health …
HIV/AIDS Strategy (NHAS)', in addition to care and treatment, aims to address mental health …
COVID-19 outbreaks in residential aged care facilities: an agent-based modeling study
Introduction A disproportionate number of COVID-19 deaths occur in Residential Aged Care
Facilities (RACFs), where better evidence is needed to target COVID-19 interventions to …
Facilities (RACFs), where better evidence is needed to target COVID-19 interventions to …
Joint modeling HIV and HPV using a new hybrid agent-based network and compartmental simulation technique
X Zhao, C Gopalappa - Plos one, 2023 - journals.plos.org
Persons living with human immunodeficiency virus (HIV) have a disproportionately higher
burden of human papillomavirus infection (HPV)-related cancers. Causal factors include …
burden of human papillomavirus infection (HPV)-related cancers. Causal factors include …
Mechanistic modeling of social conditions into disease predictions for public health intervention-analyses: application to HIV
C Gopalappa, A Khoshegbhal - medRxiv, 2023 - medrxiv.org
Background As social and economic conditions are key determinants of HIV, the 'National
HIV/AIDS Strategy (NHAS)', in addition to care and treatment metrics, aims to address …
HIV/AIDS Strategy (NHAS)', in addition to care and treatment metrics, aims to address …
Network-Agnostic Computational Approaches for Modelling and Validating Evolving Complex Systems
A Boodaghian Asl - 2025 - diva-portal.org
The dynamic and evolving nature of complex systems influences the behaviour of individual
parts and the performance of the whole system, which hinders the flexibility in modelling and …
parts and the performance of the whole system, which hinders the flexibility in modelling and …
A review of network models for HIV spread
H Mattie, R Goyal, V De Gruttola… - JAIDS Journal of …, 2022 - journals.lww.com
Background: HIV/AIDS has been a global health crisis for over four decades. Network
models, which simulate human behavior and intervention impacts, have become an …
models, which simulate human behavior and intervention impacts, have become an …