Harnessing Event Report Data to Identify Diagnostic Error During the COVID-19 PandemicCOVID-19 전염병 동안 진단 오류를 식별하기 위해 이벤트 보고서 데이터 활용Article Published on 2022-02-012022-09-11 Journal: Joint Commission journal on quality and patient sa [Category] COVID19(2023년), SARS, 진단, 치료기술, [키워드] Algorithm Analysis applied approach category complement complementary COVID-19 diagnostic Early detection eight eligible error evaluated explicit identify natural language natural language processing pandemic pathway Positive predictive value PPV Predictive value report risk strain Stratification taxonomy Volume [DOI] 10.1016/j.jcjq.2021.10.002 PMC 바로가기 [Article Type] Article
Application of CycleGAN and transfer learning techniques for automated detection of COVID-19 using X-ray imagesShort communication Published on 2022-01-012022-10-05 Journal: Pattern Recognition Letters [Category] 치료기술, [키워드] Algorithm application applied Area assist automated automatically can be used Chest chests COVID-19 COVID-19 disease COVID-19 pandemic COVID19 Curve CycleGAN database deep learning detect disease ENhance error Extensive GAN Generalizability globe Image inception indicated Lung pathology Lungs MONITOR pathology polymerase chain radiological Radiological image processing Research RT-PCR SSA Standard Symptom tested the disease time-consuming training dataset transfer transfer learning virus Volume X-ray yielding [DOI] 10.1016/j.patrec.2021.11.020 [Article Type] Short communication
Comparing automated vs. manual data collection for COVID-specific medications from electronic health records전자 건강 기록에서 Covid 관련 약물에 대한 자동과 수동 데이터 수집 비교Article Published on 2022-01-012022-08-31 Journal: International journal of medical informatics [Category] MERS, SARS, 치료제, [키워드] abstraction approach Assessing automated category cause causes chart Chart review Clinical data collected Combination Concordance COVID-19 COVID-19 pandemic data extraction Data quality demonstrated determine discrepancies discrepancy EHR Electronic health record emergency department error events feasible Health health record IMPROVE improvement Improvements inpatient medication inpatient medications iterations mapping material medication medications mind moderate observational studies observational study occur patients hospitalized patients with COVID-19 recommendation reliability Research Research data repositories. resources retrospective while [DOI] 10.1016/j.ijmedinf.2021.104622 PMC 바로가기 [Article Type] Article
Novel Prediction Model for COVID-19 in Saudi Arabia Based on an LSTM AlgorithmLSTM 알고리즘을 기반으로 한 사우디아라비아의 새로운 코로나19 예측 모델Research Article Published on 2021-12-182022-09-11 Journal: Computational Intelligence and Neuroscience [Category] MERS, SARS, 치료기술, [키워드] Accuracy adaptive Algorithm Analysis analyzed artificial intelligence can be used Comparative analysis contribute Correlation analysis COVID-19 COVID-19 case COVID-19 cases Critical dataset death detect Effectiveness error Factor Factors feature highest Hospital admission Initially intensive care less Measures memory Model novel outbreak Outbreaks pandemic patients Performance metrics performed predict prediction provide SARS-CoV-2 Saudi Arabia Short-Term Memory Spread statistical hypothesis transformer transmission rate virus were used [DOI] 10.1155/2021/6089677 PMC 바로가기 [Article Type] Research Article
Establishing an ad hoc COVID-19 mortality surveillance during the first epidemic wave in Belgium, 1 March to 21 June 20202020년 3월 1일부터 6월 21일까지 벨기에의 첫 번째 전염병 유행 기간 동안 임시 COVID-19 사망률 감시 설정Surveillance Published on 2021-12-022022-09-10 Journal: Eurosurveillance [Category] SARS, 치료기술, [키워드] activities ad hoc adopted adoption all-cause mortality Belgium build calculated Care Community Complete Completeness correction correlation COVID-19 COVID-19 mortality death deaths described epidemic wave error Establishing hospital hospitals inclusion criteria information Long-term care Mortality nursing homes provided reduced Registration Reporting Result resulting robust severity situation Surveillance the epidemic were recorded [DOI] 10.2807/1560-7917.ES.2021.26.48.2001402 PMC 바로가기 [Article Type] Surveillance
Using GAM functions and Markov-Switching models in an evaluation framework to assess countries’ performance in controlling the COVID-19 pandemicResearch Article Published on 2021-11-272022-10-28 Journal: BMC Public Health [Category] COVID-19, MERS, SARS, [키워드] addition Additive applied Characteristics collected comparison confirmed case contribute country COVID-19 COVID-19 pandemic creating cumulative death deaths effective Engineering epidemiological monitoring error Europe Evolution example explain function Generalized growth help highlight identify inefficient initiated Intervention Johns Hopkins University Local methodology Model MONITOR Occurrence outcome pandemic percentage promote relative Research Result root Science spikes Spread statistical models supplementary material System virus was used were used [DOI] 10.1186/s12889-021-11891-6 PMC 바로가기 [Article Type] Research Article
Construction and Application of an Intelligent Response System for COVID-19 Voice Consultation in China: A Retrospective StudyMedicine Published on 2021-11-232022-10-31 Journal: Frontiers in Medicine [Category] COVID-19, [키워드] accounted Algorithm Analysis analyzed application Beijing character China China Unicom clinics close contact collected construction consultation contribute COVID-19 Cross-infection develop Diagnosis Effects Efficiency error functions groups Guidance healthcare healthcare services implementation individual information inquiry intelligent response system lowest machine-learning measure medical services Mobile National Health Commission novel coronavirus disease outbreak physical proportion provided Public Quantitative Rate resources response statistical System Treatment voice voice consultation [DOI] 10.3389/fmed.2021.781781 PMC 바로가기 [Article Type] Medicine
Spatiotemporal prediction of COVID-19 cases using inter- and intra-county proxies of human interactionsArticle Published on 2021-11-082022-10-29 Journal: Nature Communications [Category] COVID-19, MERS, SARS, [키워드] average Cell Computer science COVID-19 COVID-19 case develop error evaluate Facebook Features Geography indicate infection rates Interaction interactions MAE measure measurement predict Predictive predictive power spatiotemporal variety [DOI] 10.1038/s41467-021-26742-6 PMC 바로가기 [Article Type] Article
Forecasting of Oxidant/Antioxidant levels of COVID-19 patients by using Expert models with biomarkers used in the Diagnosis/Prognosis of COVID-19코로나19 진단/예후 바이오마커를 활용한 전문가 모델을 활용한 코로나19 환자의 산화/항산화 수치 예측Article Published on 2021-11-012022-09-11 Journal: International immunopharmacology [Category] SARS, 바이오마커, 치료기술, [키워드] Accuracy Antioxidant/oxidant parameters ARIMA ARIMA models Biomarker Biomarkers C-Reactive-Protein Care checked coefficient coefficients combating costly COVID-19 COVID-19 (SARS-CoV-2) COVID-19 disease COVID-19 epidemic COVID-19 outbreak COVID-19 patient criteria CRP D-dimer data set diagnosed with COVID-19 Early detection effective error error rate expert Expert systems faster ferritin Forecasting highest infected patient infected patients laboratory parameter lymphocyte no significant difference parameter Patient patients patients with COVID-19 predicted R 2 routine Routine laboratory parameters and biomarkers. Severe patient severe patients significant difference Validity WBC [DOI] 10.1016/j.intimp.2021.108127 PMC 바로가기 [Article Type] Article
Graphical Trajectory Comparison to Identify Errors in Data of COVID-19: A Cross-Country AnalysisArticle Published on 2021-09-252022-10-30 Journal: Journal of Personalized Medicine [Category] COVID-19, [키워드] Analysis Brazil caused country COVID-19 death death rate deaths diagnosing disease disease pattern Diseases early stage Epidemiology error Evidence Health infectious disease outbreak information Local management mechanism Novel coronavirus Onset Prevent provide public health Public health intervention Region reported researcher risk Seven These data time lag Transmission Wuhan [DOI] 10.3390/jpm11100955 PMC 바로가기 [Article Type] Article