Cargando…

A reinforcement learning model to inform optimal decision paths for HIV elimination

The ‘Ending the HIV Epidemic (EHE)’ national plan aims to reduce annual HIV incidence in the United States from 38,000 in 2015 to 9,300 by 2025 and 3,300 by 2030. Diagnosis and treatment are two most effective interventions, and thus, identifying corresponding optimal combinations of testing and ret...

Descripción completa

Detalles Bibliográficos
Autores principales:	Khatami, Seyedeh N., Gopalappa, Chaitra
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	2021
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8613448/ https://www.ncbi.nlm.nih.gov/pubmed/34814269 http://dx.doi.org/10.3934/mbe.2021380

Ejemplares similares

Joint modeling HIV and HPV using a new hybrid agent-based network and compartmental simulation technique
por: Zhao, Xinmeng, et al.
Publicado: (2023)

Evaluating the sensitivity of jurisdictional heterogeneity and jurisdictional mixing in national level HIV prevention analyses: context of the U.S. ending the HIV epidemic plan
por: Tatapudi, Hanisha, et al.
Publicado: (2022)

Optimal Learning Paths in Information Networks
por: Rodi, G. C., et al.
Publicado: (2015)

A new mixed agent-based network and compartmental simulation framework for joint modeling of related infectious diseases- application to sexually transmitted infections
por: Gopalappa, Chaitra, et al.
Publicado: (2022)

Agent-based evolving network modeling: a new simulation method for modeling low prevalence infectious diseases
por: Eden, Matthew, et al.
Publicado: (2021)

An Approach to Reinforce Multipath TCP with Path-Aware Information
por: Nguyen, Kien, et al.
Publicado: (2019)

Decision Fault Tree Learning and Differential Lyapunov Optimal Control for Path Tracking
por: Bose, S. Subash Chandra, et al.
Publicado: (2023)

A reinforcement learning diffusion decision model for value-based decisions
por: Fontanesi, Laura, et al.
Publicado: (2019)

A Reinforcement Learning Model of Precommitment in Decision Making
por: Kurth-Nelson, Zeb, et al.
Publicado: (2010)

An Autonomous Path Planning Model for Unmanned Ships Based on Deep Reinforcement Learning
por: Guo, Siyu, et al.
Publicado: (2020)

Threshold analyses on combinations of testing, population size, and vaccine coverage for COVID-19 control in a university setting
por: Zhao, Xinmeng, et al.
Publicado: (2021)

Measles and the canonical path to elimination
por: Graham, Matthew, et al.
Publicado: (2019)

Deep Reinforcement Learning for Indoor Mobile Robot Path Planning
por: Gao, Junli, et al.
Publicado: (2020)

Updates to the Spectrum model to estimate key HIV indicators for adults and children
por: Stover, John, et al.
Publicado: (2014)

A Heuristically Accelerated Reinforcement Learning-Based Neurosurgical Path Planner
por: Ji, Guanglin, et al.
Publicado: (2023)

Monitoring the Path to the Elimination of Infectious Diseases
por: Drake, John M., et al.
Publicado: (2017)

Reinforcement learning-based dynamic obstacle avoidance and integration of path planning
por: Choi, Jaewan, et al.
Publicado: (2021)

The Path Planning of Mobile Robot by Neural Networks and Hierarchical Reinforcement Learning
por: Yu, Jinglun, et al.
Publicado: (2020)

The Intelligent Path Planning System of Agricultural Robot via Reinforcement Learning
por: Yang, Jiachen, et al.
Publicado: (2022)

Improved reinforcement learning path planning algorithm integrating prior knowledge
por: Shi, Zhen, et al.
Publicado: (2023)

Improved Robot Path Planning Method Based on Deep Reinforcement Learning
por: Han, Huiyan, et al.
Publicado: (2023)

Application of Reinforcement Learning Algorithm Model in Gas Path Fault Intelligent Diagnosis of Gas Turbine
por: Luo, Yulong
Publicado: (2021)

SAT-Based Encodings for Optimal Decision Trees with Explicit Paths
por: Janota, Mikoláš, et al.
Publicado: (2020)

Personalized Modeling for Prediction with Decision-Path Models
por: Visweswaran, Shyam, et al.
Publicado: (2015)

Reinforcement and Systemic Machine Learning for Decision Making
por: Kulkarni, Parag, et al.
Publicado: (2012)

Path Planning Research of a UAV Base Station Searching for Disaster Victims’ Location Information Based on Deep Reinforcement Learning
por: Zhao, Jinduo, et al.
Publicado: (2022)

Optimizing Chemical Reactions with Deep Reinforcement Learning
por: Zhou, Zhenpeng, et al.
Publicado: (2017)

Optimization of Molecules via Deep Reinforcement Learning
por: Zhou, Zhenpeng, et al.
Publicado: (2019)

Retracted: Application of Reinforcement Learning Algorithm Model in Gas Path Fault Intelligent Diagnosis of Gas Turbine
por: Intelligence and Neuroscience, Computational
Publicado: (2023)

Path Planning Algorithm for Unmanned Surface Vessel Based on Multiobjective Reinforcement Learning
por: Yang, Caipei, et al.
Publicado: (2023)

Research on AGV path tracking method based on global vision and reinforcement learning
por: Zhu, Qixuan, et al.
Publicado: (2023)

Reinforcement Learning with Side Information for the Uncertainties
por: Yang, Janghoon
Publicado: (2022)

Learning the Fastest RNA Folding Path Based on Reinforcement Learning and Monte Carlo Tree Search
por: Mao, Kangkun, et al.
Publicado: (2021)

Fluid mixing optimization with reinforcement learning
por: Konishi, Mikito, et al.
Publicado: (2022)

Optimal Greedy Control in Reinforcement Learning
por: Gorobtsov, Alexander, et al.
Publicado: (2022)

A reinforcement learning model for AI-based decision support in skin cancer
por: Barata, Catarina, et al.
Publicado: (2023)

Cost-effective interventions for breast cancer, cervical cancer, and colorectal cancer: new results from WHO-CHOICE
por: Ralaidovy, Ambinintsoa H., et al.
Publicado: (2018)

How Can We Get Close to Zero? The Potential Contribution of Biomedical Prevention and the Investment Framework towards an Effective Response to HIV
por: Stover, John, et al.
Publicado: (2014)

A Reinforcement Learning-Based Strategy of Path Following for Snake Robots with an Onboard Camera
por: Liu, Lixing, et al.
Publicado: (2022)

A Mapless Local Path Planning Approach Using Deep Reinforcement Learning Framework
por: Yin, Yan, et al.
Publicado: (2023)

Cannot write session to /tmp/vufind_sessions/sess_sqv432ahm1rk156r8ebqjsa8qo