A comprehensive health assessment approach using ensemble deep learning model for remote patient monitoring with IoTArticle Published on 2024-07-082024-09-05 Journal: Scientific Reports [Category] update2024, [키워드] CNN deep learning Diseases Ensemble learning Health care IoT LSTM Medical research neuroscience Remote patient monitoring [DOI] 10.1038/s41598-024-66427-w PMC 바로가기 [Article Type] Article
Comparison of simulation and predictive efficacy for hemorrhagic fever with renal syndrome incidence in mainland China based on five time series modelsPublic Health Original Research Published on 2024-02-282024-09-05 Journal: Frontiers in public health [Category] update2024, [키워드] ARIMA CNN HFRS LSTM NARX [DOI] 10.3389/fpubh.2024.1365942 PMC 바로가기 [Article Type] Public Health Original Research
Multitask Learning for Mental Health: Depression, Anxiety, Stress (DAS) Using WearablesArticle Published on 2024-02-262024-09-05 Journal: Diagnostics [Category] update2024, [키워드] deep learning Digital biomarker Digital health Ensemble learning LSTM mental health Multitask learning pervasive health Random forest Regression wearable devices XGBoost [DOI] 10.3390/diagnostics14050501 PMC 바로가기 [Article Type] Article
Tpgen: a language model for stable protein design with a specific topology structureResearch Published on 2024-01-232024-09-05 Journal: BMC Bioinformatics [Category] update2024, [키워드] de novo protein design LSTM Neural network Protein topologies transformer [DOI] 10.1186/s12859-024-05637-5 PMC 바로가기 [Article Type] Research
Trend analysis and prediction of gonorrhea in mainland China based on a hybrid time series modelResearch Published on 2024-01-222024-09-05 Journal: BMC Infectious Diseases [Category] update2024, [키워드] gonorrhea LSTM modeling SARIMA [DOI] 10.1186/s12879-023-08969-4 PMC 바로가기 [Article Type] Research
Application of hybrid fuzzy interval-based machine learning models on financial time series — A case study of Taiwan biotech index during the epidemic periodArtificial Intelligence Methods Published on 2024-01-082024-09-05 Journal: Frontiers in Artificial Intelligence [Category] update2024, [키워드] BPN ELM financial time series hybrid fuzzy interval-based machine learning model LSTM Random forest [DOI] 10.3389/frai.2023.1283741 PMC 바로가기 [Article Type] Artificial Intelligence Methods
Sentiment analysis in multilingual context: Comparative analysis of machine learning and hybrid deep learning modelsarticle Published on 2023-09-192024-09-05 Journal: Heliyon [Category] update2024, [키워드] Bi-LSTM Conv1D e-commerce Hybrid deep learning LSTM NLP sentiment analysis SVM [DOI] 10.1016/j.heliyon.2023.e20281 PMC 바로가기 [Article Type] article
An Intelligent IoT-Cloud-Based Air Pollution Forecasting Model Using Univariate Time-Series Analysisarticle Published on 2023-05-252024-09-05 Journal: Arabian Journal for Science and Engineering [Category] update2024, [키워드] air quality index cloud computing Internet of Things LSTM Non-parametric statistics test Proposed BO-HyTS model time-series analysis Triple exponential smoothing [DOI] 10.1007/s13369-023-07876-9 PMC 바로가기 [Article Type] article
Time series prediction for the epidemic trends of monkeypox using the ARIMA, exponential smoothing, GM (1, 1) and LSTM deep learning methodsArticle Published on 2023-04-012023-06-10 Journal: The Journal of General Virology [Category] 원숭이두창, [키워드] ARIMA exponential smoothing GM (1, 1) LSTM Monkeypox [DOI] 10.1099/jgv.0.001839
The role of the mass vaccination programme in combating the COVID-19 pandemic: An LSTM-based analysis of COVID-19 confirmed casesarticle Published on 2023-03-082024-09-05 Journal: Heliyon [Category] update2024, [키워드] confirmed cases COVID-19 deep learning LSTM mass vaccination [DOI] 10.1016/j.heliyon.2023.e14397 PMC 바로가기 [Article Type] article