Research graph
References from CEEMDAN-decomposed time series forecasting of reported hepatitis B cases using KOA-optimised deep learning: a nationwide study in mainland China (2004–2027). Local targets link to admitted publications; unresolved targets remain external evidence.
Hepatitis B.
10.1016/s0140-6736(22)01468-4 · 2023 · External reference
Hepatitis B and Acute Liver Failure.
10.1016/j.cnc.2022.04.012 · 2022 · External reference
Urgent need for lived experience in hepatitis B guideline development.
10.1016/s2468-1253(23)00455-7 · 2024 · External reference
Unresolved reference
External reference
Unresolved reference
External reference
Unresolved reference
External reference
Global prevalence, cascade of care, and prophylaxis coverage of hepatitis B in 2022: a modelling study.
10.1016/s2468-1253(23)00197-8 · 2023 · External reference
[Recent advances in epidemiology, prevention and treatment of hepatitis B in China].
2025 · External reference
Global prevalence, treatment, and prevention of hepatitis B virus infection in 2016: a modelling study.
10.1016/s2468-1253(18)30056-6 · 2018 · External reference
Changing incidence of hepatitis B and persistent infection risk in adults: a population-based follow-up study from 2011 in China.
10.1186/s12889-023-15130-y · 2023 · External reference
Structural time series modelling for weekly forecasting of enterovirus outpatient, inpatient, and emergency department visits.
10.1371/journal.pone.0323070 · 2025 · External reference
Comparison of simulation and predictive efficacy for hemorrhagic fever with renal syndrome incidence in mainland China based on five time series models.
10.3389/fpubh.2024.1365942 · 2024 · External reference
Development and evaluation of a deep learning approach for modeling seasonality and trends in hand-foot-mouth disease incidence in mainland China.
10.1038/s41598-019-44469-9 · 2019 · External reference
Improving classification accuracy of fine-tuned CNN models: Impact of hyperparameter optimization.
10.1016/j.heliyon.2024.e26586 · 2024 · External reference
Advancements in Hybrid Machine Learning Models for Biomedical Disease Classification Using Integration of Hyperparameter-Tuning and Feature Selection Methodologies: A Comprehensive Review.
10.1007/s11831-025-10309-5 · 2025 · External reference
Journal of Global Health’s Guidelines for Reporting Analyses of Big Data Repositories Open to the Public (GRABDROP): preventing ‘paper mills’, duplicate publications, misuse of statistical inference, and inappropriate use of artificial intelligence.
10.7189/jogh.15.01004 · 2025 · External reference
Contributions of different time scales to extreme Paraná floods.
10.1007/s00382-015-2804-x · 2016 · External reference
The empirical mode decomposition and the Hilbert spectrum for nonlinear and non-stationary time series analysis.
10.1098/rspa.1998.0193 · 1998 · External reference
Unresolved reference
External reference
A confidence limit for the empirical mode decomposition and Hilbert spectral analysis.
10.1098/rspa.2003.1123 · 2003 · External reference
Unresolved reference
External reference
Kepler optimization algorithm: A new metaheuristic algorithm inspired by Kepler’s laws of planetary motion.
10.1016/j.knosys.2023.110454 · 2023 · External reference
Analysis and forecasting of syphilis trends in mainland China based on hybrid time series models.
10.1017/s0950268824000694 · 2024 · External reference
Study of surveillance data for class B notifiable disease in China from 2005 to 2014.
10.1016/j.ijid.2016.04.010 · 2016 · External reference
Temporal trends in syphilis and gonorrhea incidences in Guangdong province, China.
10.1093/infdis/jit496 · 2014 · External reference
Temporal shifts in 24 notifiable infectious diseases in China before and during the COVID-19 pandemic.
10.1038/s41467-024-48201-8 · 2024 · External reference
Changes in Temporal Properties of Notifiable Infectious Disease Epidemics in China During the COVID-19 Pandemic: Population-Based Surveillance Study.
10.2196/35343 · 2022 · External reference
Updated Guidelines for the Prevention and Management of Chronic Hepatitis B-World Health Organization 2024 Compared With China 2022 HBV Guidelines.
10.1111/jvh.14032 · 2024 · External reference
CEEMDAN-IPSO-LSTM: A Novel Model for Short-Term Passenger Flow Prediction in Urban Rail Transit Systems.
10.3390/ijerph192416433 · 2022 · External reference
10.1109/icassp.2011.5947265
10.1109/icassp.2011.5947265 · External reference
Temperature Prediction of Seasonal Frozen Subgrades Based on CEEMDAN-LSTM Hybrid Model.
10.3390/s22155742 · 2022 · External reference
Research on short-term precipitation forecasting method based on CEEMDAN-GRU algorithm.
10.1038/s41598-024-83365-9 · 2024 · External reference
Optimal power flow using kepler optimization algorithm for active power loss analysis in island mode: A case study.
10.1016/j.heliyon.2025.e41915 · 2025 · External reference
Short-term power prediction of photovoltaic power stations based on Kepler optimization algorithm and VMD-CNN-LSTM model.
10.1371/journal.pone.0329821 · 2025 · External reference
Bearing fault diagnosis based on Kepler algorithm and attention mechanism.
10.1371/journal.pone.0331128 · 2025 · External reference
A new attention-based CNN_GRU model for spatial-temporal PM(2.5) prediction.
10.1007/s11356-024-34690-z · 2024 · External reference
Enhanced GRU-based regression analysis via a diverse strategies whale optimization algorithm.
10.1038/s41598-024-77517-0 · 2024 · External reference
G-Induced Loss of Consciousness Prediction Using a Support Vector Machine.
10.3357/amhp.6301.2024 · 2024 · External reference
Transformer-based multi-step time series forecasting of methane yield in full-scale anaerobic digestion.
10.1016/j.watres.2025.124276 · 2025 · External reference
Unresolved reference
External reference
An empirical study of the impact of hyperparameter tuning and model optimization on the performance properties of deep neural networks.
10.1145/3506695 · 2022 · External reference
A mathematical framework for improved weight initialization of neural networks using Lagrange multipliers.
10.1016/j.neunet.2023.07.035 · 2023 · External reference
Forecasting energy consumption in Taiwan using hybrid nonlinear models.
10.1016/j.energy.2009.04.026 · 2009 · External reference
Contributions of different time scales to extreme Paraná floods.
10.1007/s00382-015-2804-x · ExternalCitation · doi-reference
A new attention-based CNN_GRU model for spatial-temporal PM(2.5) prediction.
10.1007/s11356-024-34690-z · ExternalCitation · doi-reference
Advancements in Hybrid Machine Learning Models for Biomedical Disease Classification Using Integration of Hyperparameter-Tuning and Feature Selection Methodologies: A Comprehensive Review.
10.1007/s11831-025-10309-5 · ExternalCitation · doi-reference
Hepatitis B and Acute Liver Failure.
10.1016/j.cnc.2022.04.012 · ExternalCitation · doi-reference
Forecasting energy consumption in Taiwan using hybrid nonlinear models.
10.1016/j.energy.2009.04.026 · ExternalCitation · doi-reference
Improving classification accuracy of fine-tuned CNN models: Impact of hyperparameter optimization.
10.1016/j.heliyon.2024.e26586 · ExternalCitation · doi-reference
Optimal power flow using kepler optimization algorithm for active power loss analysis in island mode: A case study.
10.1016/j.heliyon.2025.e41915 · ExternalCitation · doi-reference
Study of surveillance data for class B notifiable disease in China from 2005 to 2014.
10.1016/j.ijid.2016.04.010 · ExternalCitation · doi-reference
Kepler optimization algorithm: A new metaheuristic algorithm inspired by Kepler’s laws of planetary motion.
10.1016/j.knosys.2023.110454 · ExternalCitation · doi-reference
A mathematical framework for improved weight initialization of neural networks using Lagrange multipliers.
10.1016/j.neunet.2023.07.035 · ExternalCitation · doi-reference
Transformer-based multi-step time series forecasting of methane yield in full-scale anaerobic digestion.
10.1016/j.watres.2025.124276 · ExternalCitation · doi-reference
Hepatitis B.
10.1016/s0140-6736(22)01468-4 · ExternalCitation · doi-reference
Global prevalence, treatment, and prevention of hepatitis B virus infection in 2016: a modelling study.
10.1016/s2468-1253(18)30056-6 · ExternalCitation · doi-reference
Global prevalence, cascade of care, and prophylaxis coverage of hepatitis B in 2022: a modelling study.
10.1016/s2468-1253(23)00197-8 · ExternalCitation · doi-reference
Urgent need for lived experience in hepatitis B guideline development.
10.1016/s2468-1253(23)00455-7 · ExternalCitation · doi-reference
Analysis and forecasting of syphilis trends in mainland China based on hybrid time series models.
10.1017/s0950268824000694 · ExternalCitation · doi-reference
Temporal shifts in 24 notifiable infectious diseases in China before and during the COVID-19 pandemic.
10.1038/s41467-024-48201-8 · ExternalCitation · doi-reference
Development and evaluation of a deep learning approach for modeling seasonality and trends in hand-foot-mouth disease incidence in mainland China.
10.1038/s41598-019-44469-9 · ExternalCitation · doi-reference
Enhanced GRU-based regression analysis via a diverse strategies whale optimization algorithm.
10.1038/s41598-024-77517-0 · ExternalCitation · doi-reference
Research on short-term precipitation forecasting method based on CEEMDAN-GRU algorithm.
10.1038/s41598-024-83365-9 · ExternalCitation · doi-reference
Temporal trends in syphilis and gonorrhea incidences in Guangdong province, China.
10.1093/infdis/jit496 · ExternalCitation · doi-reference
The empirical mode decomposition and the Hilbert spectrum for nonlinear and non-stationary time series analysis.
10.1098/rspa.1998.0193 · ExternalCitation · doi-reference
A confidence limit for the empirical mode decomposition and Hilbert spectral analysis.
10.1098/rspa.2003.1123 · ExternalCitation · doi-reference
10.1109/icassp.2011.5947265
10.1109/icassp.2011.5947265 · ExternalCitation · doi-reference
Updated Guidelines for the Prevention and Management of Chronic Hepatitis B-World Health Organization 2024 Compared With China 2022 HBV Guidelines.
10.1111/jvh.14032 · ExternalCitation · doi-reference
An empirical study of the impact of hyperparameter tuning and model optimization on the performance properties of deep neural networks.
10.1145/3506695 · ExternalCitation · doi-reference
Changing incidence of hepatitis B and persistent infection risk in adults: a population-based follow-up study from 2011 in China.
10.1186/s12889-023-15130-y · ExternalCitation · doi-reference
Structural time series modelling for weekly forecasting of enterovirus outpatient, inpatient, and emergency department visits.
10.1371/journal.pone.0323070 · ExternalCitation · doi-reference
Short-term power prediction of photovoltaic power stations based on Kepler optimization algorithm and VMD-CNN-LSTM model.
10.1371/journal.pone.0329821 · ExternalCitation · doi-reference
Bearing fault diagnosis based on Kepler algorithm and attention mechanism.
10.1371/journal.pone.0331128 · ExternalCitation · doi-reference
Changes in Temporal Properties of Notifiable Infectious Disease Epidemics in China During the COVID-19 Pandemic: Population-Based Surveillance Study.
10.2196/35343 · ExternalCitation · doi-reference
G-Induced Loss of Consciousness Prediction Using a Support Vector Machine.
10.3357/amhp.6301.2024 · ExternalCitation · doi-reference
Comparison of simulation and predictive efficacy for hemorrhagic fever with renal syndrome incidence in mainland China based on five time series models.
10.3389/fpubh.2024.1365942 · ExternalCitation · doi-reference
CEEMDAN-IPSO-LSTM: A Novel Model for Short-Term Passenger Flow Prediction in Urban Rail Transit Systems.
10.3390/ijerph192416433 · ExternalCitation · doi-reference
Temperature Prediction of Seasonal Frozen Subgrades Based on CEEMDAN-LSTM Hybrid Model.
10.3390/s22155742 · ExternalCitation · doi-reference
Journal of Global Health’s Guidelines for Reporting Analyses of Big Data Repositories Open to the Public (GRABDROP): preventing ‘paper mills’, duplicate publications, misuse of statistical inference, and inappropriate use of artificial intelligence.
10.7189/jogh.15.01004 · ExternalCitation · doi-reference
