المؤلفون: HuaZhong Yang, Zhongju Chen, Jinfan Huang, Suruo Li

المصدر: PLoS ONE, Vol 19, Iss 2 (2024)

مصطلحات موضوعية: Medicine, Science

وصف الملف: electronic resource

Relation: https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10866533/?tool=EBI; https://doaj.org/toc/1932-6203

URL الوصول: https://doaj.org/article/e1c238530bc74a3a9e7068a6858b9056

المؤلفون: Jiahao Zhang, Zhengming Gao, Suruo Li, Juan Zhao, Wenguang Song

المصدر: Mathematical Biosciences and Engineering, Vol 19, Iss 10, Pp 10275-10315 (2022)

مصطلحات موضوعية: continuous optimization problems, opposition-based learning, intelligent clonal optimizer, adaptive parameter, Biotechnology, TP248.13-248.65, Mathematics, QA1-939

وصف الملف: electronic resource

Relation: https://doaj.org/toc/1551-0018

URL الوصول: https://doaj.org/article/187f4dd2514b4d2d991c180d2f787352

المؤلفون: Yunhong Zhao, Suruo Li, Huafeng Chen, Yuhua Xu

المصدر: Frontiers in Energy Research, Vol 10 (2022)

مصطلحات موضوعية: big data, new data environment, smart city, city planning, city building, General Works

وصف الملف: electronic resource

Relation: https://www.frontiersin.org/articles/10.3389/fenrg.2022.908338/full; https://doaj.org/toc/2296-598X

URL الوصول: https://doaj.org/article/cfda8ffcb1c841689994d355402a69f3

المؤلفون: HuaZhong Yang, Zhongju Chen, Jinfan Huang, Suruo Li

مصطلحات موضوعية: Biochemistry, Science Policy, Environmental Sciences not elsewhere classified, Biological Sciences not elsewhere classified, Chemical Sciences not elsewhere classified, Information Systems not elsewhere classified, within 10 %, matthews correlation coefficient, experimental results demonstrate, blood glucose levels, 32 %, respectively, minute prediction horizon, study exhibits state, art predictive performance, proposed model using, proposed model achieves, ensemble model stacklstm, type 1 diabetes, ph ), rmse, minute ph, proposed model, model proposed, ensemble model, model errors, base model, study proposes, study evaluated, significant importance

Relation: https://figshare.com/articles/journal_contribution/Complete_the_multi-history_window_technique_and_detailed_experimental_results_of_4_benchmarking_models_/25220700

الاتاحة: https://doi.org/10.1371/journal.pone.0291594.s001
https://figshare.com/articles/journal_contribution/Complete_the_multi-history_window_technique_and_detailed_experimental_results_of_4_benchmarking_models_/25220700

المؤلفون: HuaZhong Yang, Zhongju Chen, Jinfan Huang, Suruo Li

مصطلحات موضوعية: Biochemistry, Science Policy, Environmental Sciences not elsewhere classified, Biological Sciences not elsewhere classified, Chemical Sciences not elsewhere classified, Information Systems not elsewhere classified, within 10 %, matthews correlation coefficient, experimental results demonstrate, blood glucose levels, 32 %, respectively, minute prediction horizon, study exhibits state, art predictive performance, proposed model using, proposed model achieves, ensemble model stacklstm, type 1 diabetes, ph ), rmse, minute ph, proposed model, model proposed, ensemble model, model errors, base model, study proposes, study evaluated, significant importance

Relation: https://figshare.com/articles/figure/Data_pre-processing_sequence_/25220703

الاتاحة: https://doi.org/10.1371/journal.pone.0291594.g001
https://figshare.com/articles/figure/Data_pre-processing_sequence_/25220703

المؤلفون: HuaZhong Yang, Zhongju Chen, Jinfan Huang, Suruo Li

مصطلحات موضوعية: Biochemistry, Science Policy, Environmental Sciences not elsewhere classified, Biological Sciences not elsewhere classified, Chemical Sciences not elsewhere classified, Information Systems not elsewhere classified, within 10 %, matthews correlation coefficient, experimental results demonstrate, blood glucose levels, 32 %, respectively, minute prediction horizon, study exhibits state, art predictive performance, proposed model using, proposed model achieves, ensemble model stacklstm, type 1 diabetes, ph ), rmse, minute ph, proposed model, model proposed, ensemble model, model errors, base model, study proposes, study evaluated, significant importance

Relation: https://figshare.com/articles/figure/Original_training_set_of_patient_559_and_the_first_1000_data_points_after_processing_by_linear_interpolation_/25220709

الاتاحة: https://doi.org/10.1371/journal.pone.0291594.g003
https://figshare.com/articles/figure/Original_training_set_of_patient_559_and_the_first_1000_data_points_after_processing_by_linear_interpolation_/25220709

المؤلفون: HuaZhong Yang, Zhongju Chen, Jinfan Huang, Suruo Li

مصطلحات موضوعية: Biochemistry, Science Policy, Environmental Sciences not elsewhere classified, Biological Sciences not elsewhere classified, Chemical Sciences not elsewhere classified, Information Systems not elsewhere classified, within 10 %, matthews correlation coefficient, experimental results demonstrate, blood glucose levels, 32 %, respectively, minute prediction horizon, study exhibits state, art predictive performance, proposed model using, proposed model achieves, ensemble model stacklstm, type 1 diabetes, ph ), rmse, minute ph, proposed model, model proposed, ensemble model, model errors, base model, study proposes, study evaluated, significant importance

Relation: https://figshare.com/articles/figure/Experimental_results_of_smooth_and_non-smooth_Black_line_represents_unsmoothed_experimental_results_and_the_red_line_represents_smoothed_experimental_results_/25220706

الاتاحة: https://doi.org/10.1371/journal.pone.0291594.g002
https://figshare.com/articles/figure/Experimental_results_of_smooth_and_non-smooth_Black_line_represents_unsmoothed_experimental_results_and_the_red_line_represents_smoothed_experimental_results_/25220706

المؤلفون: HuaZhong Yang, Zhongju Chen, Jinfan Huang, Suruo Li

مصطلحات موضوعية: Biochemistry, Science Policy, Environmental Sciences not elsewhere classified, Biological Sciences not elsewhere classified, Chemical Sciences not elsewhere classified, Information Systems not elsewhere classified, within 10 %, matthews correlation coefficient, experimental results demonstrate, blood glucose levels, 32 %, respectively, minute prediction horizon, study exhibits state, art predictive performance, proposed model using, proposed model achieves, ensemble model stacklstm, type 1 diabetes, ph ), rmse, minute ph, proposed model, model proposed, ensemble model, model errors, base model, study proposes, study evaluated, significant importance

Relation: https://figshare.com/articles/figure/The_first_1000_data_points_of_the_training_set_after_the_Kalman_filtering_process_for_patient_559_/25220712

الاتاحة: https://doi.org/10.1371/journal.pone.0291594.g004
https://figshare.com/articles/figure/The_first_1000_data_points_of_the_training_set_after_the_Kalman_filtering_process_for_patient_559_/25220712

المؤلفون: HuaZhong Yang, Zhongju Chen, Jinfan Huang, Suruo Li

مصطلحات موضوعية: Biochemistry, Science Policy, Environmental Sciences not elsewhere classified, Biological Sciences not elsewhere classified, Chemical Sciences not elsewhere classified, Information Systems not elsewhere classified, within 10 %, matthews correlation coefficient, experimental results demonstrate, blood glucose levels, 32 %, respectively, minute prediction horizon, study exhibits state, art predictive performance, proposed model using, proposed model achieves, ensemble model stacklstm, type 1 diabetes, ph ), rmse, minute ph, proposed model, model proposed, ensemble model, model errors, base model, study proposes, study evaluated, significant importance

Relation: https://figshare.com/articles/figure/The_first_1000_data_points_of_the_training_set_after_double_exponential_smoothing_of_patient_559_/25220715

الاتاحة: https://doi.org/10.1371/journal.pone.0291594.g005
https://figshare.com/articles/figure/The_first_1000_data_points_of_the_training_set_after_double_exponential_smoothing_of_patient_559_/25220715

المؤلفون: HuaZhong Yang, Zhongju Chen, Jinfan Huang, Suruo Li

مصطلحات موضوعية: Biochemistry, Science Policy, Environmental Sciences not elsewhere classified, Biological Sciences not elsewhere classified, Chemical Sciences not elsewhere classified, Information Systems not elsewhere classified, within 10 %, matthews correlation coefficient, experimental results demonstrate, blood glucose levels, 32 %, respectively, minute prediction horizon, study exhibits state, art predictive performance, proposed model using, proposed model achieves, ensemble model stacklstm, type 1 diabetes, ph ), rmse, minute ph, proposed model, model proposed, ensemble model, model errors, base model, study proposes, study evaluated, significant importance

Relation: https://figshare.com/articles/figure/Diagram_of_the_architecture_of_the_AWD-stacking_model_/25220718

الاتاحة: https://doi.org/10.1371/journal.pone.0291594.g006
https://figshare.com/articles/figure/Diagram_of_the_architecture_of_the_AWD-stacking_model_/25220718

المؤلفون: HuaZhong Yang, Zhongju Chen, Jinfan Huang, Suruo Li

مصطلحات موضوعية: Biochemistry, Science Policy, Environmental Sciences not elsewhere classified, Biological Sciences not elsewhere classified, Chemical Sciences not elsewhere classified, Information Systems not elsewhere classified, within 10 %, matthews correlation coefficient, experimental results demonstrate, blood glucose levels, 32 %, respectively, minute prediction horizon, study exhibits state, art predictive performance, proposed model using, proposed model achieves, ensemble model stacklstm, type 1 diabetes, ph ), rmse, minute ph, proposed model, model proposed, ensemble model, model errors, base model, study proposes, study evaluated, significant importance

Relation: https://figshare.com/articles/figure/StackLSTM_model_architecture_for_predicting_BGLs_/25220724

الاتاحة: https://doi.org/10.1371/journal.pone.0291594.g008
https://figshare.com/articles/figure/StackLSTM_model_architecture_for_predicting_BGLs_/25220724

المؤلفون: HuaZhong Yang, Zhongju Chen, Jinfan Huang, Suruo Li

مصطلحات موضوعية: Biochemistry, Science Policy, Environmental Sciences not elsewhere classified, Biological Sciences not elsewhere classified, Chemical Sciences not elsewhere classified, Information Systems not elsewhere classified, within 10 %, matthews correlation coefficient, experimental results demonstrate, blood glucose levels, 32 %, respectively, minute prediction horizon, study exhibits state, art predictive performance, proposed model using, proposed model achieves, ensemble model stacklstm, type 1 diabetes, ph ), rmse, minute ph, proposed model, model proposed, ensemble model, model errors, base model, study proposes, study evaluated, significant importance

Relation: https://figshare.com/articles/figure/The_architecture_of_the_BiLSTM_model_for_predicting_BGLs_/25220721

الاتاحة: https://doi.org/10.1371/journal.pone.0291594.g007
https://figshare.com/articles/figure/The_architecture_of_the_BiLSTM_model_for_predicting_BGLs_/25220721

المؤلفون: HuaZhong Yang, Zhongju Chen, Jinfan Huang, Suruo Li

مصطلحات موضوعية: Biochemistry, Science Policy, Environmental Sciences not elsewhere classified, Biological Sciences not elsewhere classified, Chemical Sciences not elsewhere classified, Information Systems not elsewhere classified, within 10 %, matthews correlation coefficient, experimental results demonstrate, blood glucose levels, 32 %, respectively, minute prediction horizon, study exhibits state, art predictive performance, proposed model using, proposed model achieves, ensemble model stacklstm, type 1 diabetes, ph ), rmse, minute ph, proposed model, model proposed, ensemble model, model errors, base model, study proposes, study evaluated, significant importance

Relation: https://figshare.com/articles/figure/Architecture_diagram_of_the_VLSTM_model_/25220727

الاتاحة: https://doi.org/10.1371/journal.pone.0291594.g009
https://figshare.com/articles/figure/Architecture_diagram_of_the_VLSTM_model_/25220727

المؤلفون: HuaZhong Yang, Zhongju Chen, Jinfan Huang, Suruo Li

مصطلحات موضوعية: Biochemistry, Science Policy, Environmental Sciences not elsewhere classified, Biological Sciences not elsewhere classified, Chemical Sciences not elsewhere classified, Information Systems not elsewhere classified, within 10 %, matthews correlation coefficient, experimental results demonstrate, blood glucose levels, 32 %, respectively, minute prediction horizon, study exhibits state, art predictive performance, proposed model using, proposed model achieves, ensemble model stacklstm, type 1 diabetes, ph ), rmse, minute ph, proposed model, model proposed, ensemble model, model errors, base model, study proposes, study evaluated, significant importance

Relation: https://figshare.com/articles/figure/Stacking_ensemble_learning_architecture_diagram_/25220733

الاتاحة: https://doi.org/10.1371/journal.pone.0291594.g011
https://figshare.com/articles/figure/Stacking_ensemble_learning_architecture_diagram_/25220733

المؤلفون: HuaZhong Yang, Zhongju Chen, Jinfan Huang, Suruo Li

مصطلحات موضوعية: Biochemistry, Science Policy, Environmental Sciences not elsewhere classified, Biological Sciences not elsewhere classified, Chemical Sciences not elsewhere classified, Information Systems not elsewhere classified, within 10 %, matthews correlation coefficient, experimental results demonstrate, blood glucose levels, 32 %, respectively, minute prediction horizon, study exhibits state, art predictive performance, proposed model using, proposed model achieves, ensemble model stacklstm, type 1 diabetes, ph ), rmse, minute ph, proposed model, model proposed, ensemble model, model errors, base model, study proposes, study evaluated, significant importance

Relation: https://figshare.com/articles/figure/Results_of_the_three_base_estimators_and_AWD-stacking_model_predictions_using_four_historical_windows_of_data_for_30_a_45_b_and_60_c_minute_PH_/25220730

الاتاحة: https://doi.org/10.1371/journal.pone.0291594.g010
https://figshare.com/articles/figure/Results_of_the_three_base_estimators_and_AWD-stacking_model_predictions_using_four_historical_windows_of_data_for_30_a_45_b_and_60_c_minute_PH_/25220730

المؤلفون: HuaZhong Yang, Zhongju Chen, Jinfan Huang, Suruo Li

مصطلحات موضوعية: Biochemistry, Science Policy, Environmental Sciences not elsewhere classified, Biological Sciences not elsewhere classified, Chemical Sciences not elsewhere classified, Information Systems not elsewhere classified, within 10 %, matthews correlation coefficient, experimental results demonstrate, blood glucose levels, 32 %, respectively, minute prediction horizon, study exhibits state, art predictive performance, proposed model using, proposed model achieves, ensemble model stacklstm, type 1 diabetes, ph ), rmse, minute ph, proposed model, model proposed, ensemble model, model errors, base model, study proposes, study evaluated, significant importance

Relation: https://figshare.com/articles/figure/Experimental_results_of_5_meta-learners_/25220736

الاتاحة: https://doi.org/10.1371/journal.pone.0291594.g012
https://figshare.com/articles/figure/Experimental_results_of_5_meta-learners_/25220736

المؤلفون: HuaZhong Yang, Zhongju Chen, Jinfan Huang, Suruo Li

مصطلحات موضوعية: Biochemistry, Science Policy, Environmental Sciences not elsewhere classified, Biological Sciences not elsewhere classified, Chemical Sciences not elsewhere classified, Information Systems not elsewhere classified, within 10 %, matthews correlation coefficient, experimental results demonstrate, blood glucose levels, 32 %, respectively, minute prediction horizon, study exhibits state, art predictive performance, proposed model using, proposed model achieves, ensemble model stacklstm, type 1 diabetes, ph ), rmse, minute ph, proposed model, model proposed, ensemble model, model errors, base model, study proposes, study evaluated, significant importance

Relation: https://figshare.com/articles/figure/Presents_the_performance_between_the_non-ensemble_models_and_the_AWD-stacking_model_/25220739

الاتاحة: https://doi.org/10.1371/journal.pone.0291594.g013
https://figshare.com/articles/figure/Presents_the_performance_between_the_non-ensemble_models_and_the_AWD-stacking_model_/25220739

المؤلفون: HuaZhong Yang, Zhongju Chen, Jinfan Huang, Suruo Li

مصطلحات موضوعية: Biochemistry, Science Policy, Environmental Sciences not elsewhere classified, Biological Sciences not elsewhere classified, Chemical Sciences not elsewhere classified, Information Systems not elsewhere classified, within 10 %, matthews correlation coefficient, experimental results demonstrate, blood glucose levels, 32 %, respectively, minute prediction horizon, study exhibits state, art predictive performance, proposed model using, proposed model achieves, ensemble model stacklstm, type 1 diabetes, ph ), rmse, minute ph, proposed model, model proposed, ensemble model, model errors, base model, study proposes, study evaluated, significant importance

Relation: https://figshare.com/articles/figure/Clarke_EGA_plot_for_patient_570_at_30_a_45_b_60_c_minutes_PH_/25220748

الاتاحة: https://doi.org/10.1371/journal.pone.0291594.g016
https://figshare.com/articles/figure/Clarke_EGA_plot_for_patient_570_at_30_a_45_b_60_c_minutes_PH_/25220748

المؤلفون: HuaZhong Yang, Zhongju Chen, Jinfan Huang, Suruo Li

مصطلحات موضوعية: Biochemistry, Science Policy, Environmental Sciences not elsewhere classified, Biological Sciences not elsewhere classified, Chemical Sciences not elsewhere classified, Information Systems not elsewhere classified, within 10 %, matthews correlation coefficient, experimental results demonstrate, blood glucose levels, 32 %, respectively, minute prediction horizon, study exhibits state, art predictive performance, proposed model using, proposed model achieves, ensemble model stacklstm, type 1 diabetes, ph ), rmse, minute ph, proposed model, model proposed, ensemble model, model errors, base model, study proposes, study evaluated, significant importance

Relation: https://figshare.com/articles/figure/Glucose_trajectory_of_patient_570_during_48_hours_/25220742

الاتاحة: https://doi.org/10.1371/journal.pone.0291594.g014
https://figshare.com/articles/figure/Glucose_trajectory_of_patient_570_during_48_hours_/25220742

المؤلفون: HuaZhong Yang, Zhongju Chen, Jinfan Huang, Suruo Li

مصطلحات موضوعية: Biochemistry, Science Policy, Environmental Sciences not elsewhere classified, Biological Sciences not elsewhere classified, Chemical Sciences not elsewhere classified, Information Systems not elsewhere classified, within 10 %, matthews correlation coefficient, experimental results demonstrate, blood glucose levels, 32 %, respectively, minute prediction horizon, study exhibits state, art predictive performance, proposed model using, proposed model achieves, ensemble model stacklstm, type 1 diabetes, ph ), rmse, minute ph, proposed model, model proposed, ensemble model, model errors, base model, study proposes, study evaluated, significant importance

Relation: https://figshare.com/articles/figure/Error_plot_for_patient_570_/25220745

الاتاحة: https://doi.org/10.1371/journal.pone.0291594.g015
https://figshare.com/articles/figure/Error_plot_for_patient_570_/25220745