Advancing medical imaging with language models: featuring a spotlight on ChatGPTTopical Review Published on 2024-05-212024-09-05 Journal: Physics in medicine and biology [Category] update2024, [키워드] BERT ChatGPT Large language model Medical imaging Multimodal learning [DOI] 10.1088/1361-6560/ad387d PMC 바로가기 [Article Type] Topical Review
The Role of Large Language Models in Transforming Emergency Medicine: Scoping ReviewReview Published on 2024-05-102024-09-05 Journal: JMIR Medical Informatics [Category] update2024, [키워드] AI AI literacy artificial intelligence Bard BERT Bidirectional Encoder Representations from Transformers ChatGPT China Clinical decision support communication Decision support education Emergency Care emergency medicine Ethics generative pretrained transformer GPT health literacy Large language model LLM Med-PaLM medical education medical training natural language processing NLP Pathways Language Model physician Preferred reporting items for systematic reviews and meta-analyses PRISMA risk scoping review United States US workflow efficiency [DOI] 10.2196/53787 PMC 바로가기 [Article Type] Review
Machine Learning–Based Approach for Identifying Research Gaps: COVID-19 as a Case StudyOriginal Paper Published on 2024-03-052024-09-05 Journal: JMIR Formative Research [Category] update2024, [키워드] BERT BERTopic coronavirus COVID COVID-19 literature review machine learning natural language processing NLP research gap Research gaps research topic Research topics review methodology Review methods SARS-CoV-2 scientific literature text analysis topic clustering [DOI] 10.2196/49411 PMC 바로가기 [Article Type] Original Paper
COCO: an annotated Twitter dataset of COVID-19 conspiracy theoriesarticle Published on 2023-04-042024-09-05 Journal: Journal of Computational Social Science [Category] update2024, [키워드] BERT Conspiracy theories misinformation Twitter [DOI] 10.1007/s42001-023-00200-3 PMC 바로가기 [Article Type] article
Extraction of knowledge graph of Covid-19 through mining of unstructured biomedical corporaArticle Published on 2023-01-022024-09-05 Journal: Computational biology and chemistry [Category] update2024, [키워드] BERT BiLSTM Biomedical Named Entity Recognition (BioNER) Knowledge graph Relation Extraction (RE) Representation learning [DOI] 10.1016/j.compbiolchem.2022.107808 PMC 바로가기 [Article Type] Article
Revealing Public Opinion towards the COVID-19 Vaccine with Weibo Data in China: BertFDA-Based ModelArticle Published on 2022-10-142022-11-16 Journal: International Journal of Environmental Research an [Category] 변종, [키워드] affective Analysis BERT boost build change Clustering coronavirus variant country COVID-19 COVID-19 pandemic COVID-19 vaccination COVID-19 vaccine Data analysis early stage effective intervention Effectiveness Evidence Evolution explicit FDA functional functional data analysis Government greater groups Health machine learning model media Model opinion outbreak predict Public second sentiment analysis Side effects Spread the vaccine Topic topic model. vaccination rates Vaccine vaccine-hesitant while [DOI] 10.3390/ijerph192013248 PMC 바로가기
An intelligent early warning system of analyzing Twitter data using machine learning on COVID-19 surveillance in the USResearch article Published on 2022-07-012022-10-05 Journal: Sensors (Basel, Switzerland) [Category] 치료기술, [키워드] BERT coronavirus disease COVID-19 COVID-19 outbreak COVID-19 surveillance detect develop Early warning system epidemic intelligence feasible Health Infectious disease intervene limitation Linear regression model media mitigate overcome pandemic public health public health authority Spread Support Surveillance Text classification WHO World Health Organization [DOI] 10.1016/j.eswa.2022.116882 [Article Type] Research article
Pre-trained ensemble model for identification of emotion during COVID-19 based on emergency response support system datasetResearch article Published on 2022-06-012022-10-05 Journal: Applied Soft Computing [Category] 치료기술, [키워드] Accuracy Analysis BERT build COVID-19 dataset deep deep learning DistilBERT emergency response Emergency response support system (ERSS) Emotion detection. Ensemble model health emergency healthcare Intervention knowledge learning lockdown machine learning model Mental Model New outperform pandemic precautions Psychiatric Psychological quarantine RoBERTa Support tested the epidemic transcribed [DOI] 10.1016/j.asoc.2022.108842 [Article Type] Research article
Combat COVID-19 infodemic using explainable natural language processing modelsResearch article Published on 2021-07-012022-10-05 Journal: Information Processing & Management [Category] 치료기술, [키워드] Additive BERT boost collected combat condition conditions COVID-19 Critical dataset deep learning detect detection DistilBERT Effectiveness Efficiency evaluated Evidence experiment implication IMPROVE infodemic information machine learning models media misinformation Misinformation detection New pandemic participant prevalent provided representation risk Sample size second SHAP significantly more tested transformers Trust [DOI] 10.1016/j.ipm.2021.102569 [Article Type] Research article
Applying Machine Learning to Identify Anti-Vaccination Tweets during the COVID-19 PandemicArticle Published on 2021-04-122022-10-29 Journal: International Journal of Environmental Research an [Category] Coronavirus, MERS, SARS, [키워드] Accuracy Applying AUC being BERT bidirectional can be used contribute COVID-19 COVID-19 pandemic deep learning evaluate groups health information identify information linear LSTM machine learning media memory naïve Neural network performed Precision recall reduce stance analysis Support SVM transformer Vaccine Vaccine hesitancy Vaccines [DOI] 10.3390/ijerph18084069 PMC 바로가기 [Article Type] Article