Machine learning generalizability across healthcare settings: insights from multi-site COVID-19 screening Research Published on 2022-06-072022-10-05 Journal: NPJ Digital Medicine [Category] [DOI] 10.1038/s41746-022-00614-9 [Article Type] Research
Study on transfer learning capabilities for pneumonia classification in chest-x-rays images흉부 X선 영상에서 폐렴 분류를 위한 전이학습 능력에 관한 연구Article Published on 2022-06-012022-09-11 Journal: Computer methods and programs in biomedicine [Category] [DOI] 10.1016/j.cmpb.2022.106833 PMC 바로가기 [Article Type] Article
Development and evaluation of a machine learning-based in-hospital COVID-19 disease outcome predictor (CODOP): A multicontinental retrospective study기계 학습 기반 병원 내 COVID-19 질병 결과 예측기(CODOP) 개발 및 평가: 다대륙 후향적 연구Article Published on 2022-05-172022-09-11 Journal: eLife [Category] [DOI] 10.7554/eLife.75985 PMC 바로가기 [Article Type] Article
A novel epidemiological scoring system for the prediction of mortality in COVID-19 patientsCOVID-19 환자의 사망률 예측을 위한 새로운 역학 채점 시스템Article Published on 2022-05-022022-09-11 Journal: Transactions of the Royal Society of Tropical Medi [Category] [DOI] 10.1093/trstmh/trab108 PMC 바로가기 [Article Type] Article
Machine learning-based model for prediction of clinical deterioration in hospitalized patients by COVID 19Article Published on 2022-05-022022-10-04 Journal: Scientific Reports [Category] [DOI] 10.1038/s41598-022-09771-z PMC 바로가기 [Article Type] Article
Prognostic value of copeptin and mid-regional proadrenomedullin in COVID-19-hospitalized patientsCOVID-19 입원 환자에서 코펩틴 및 중부 프로아드레노메둘린의 예후 가치Article Published on 2022-05-012022-09-11 Journal: European Journal of Clinical Investigation [Category] [DOI] 10.1111/eci.13753 PMC 바로가기 [Article Type] Article
Predictors of COVID-19 perceived susceptibility: insights from population-based self-reported survey during lockdown in the United StatesCOVID-19 감지된 감수성의 예측자: 미국의 봉쇄 기간 동안 인구 기반 자체 보고 설문 조사에서 얻은 통찰력Article Published on 2022-05-012022-09-11 Journal: Journal of infection and public health [Category] [DOI] 10.1016/j.jiph.2022.03.012 PMC 바로가기 [Article Type] Article
Risk factors for severe COVID-19 differ by age for hospitalized adults Research Published on 2022-04-282022-10-05 Journal: Scientific Reports [Category] [DOI] 10.1038/s41598-022-10344-3 [Article Type] Research
Can we reliably automate clinical prognostic modelling? A retrospective cohort study for ICU triage prediction of in-hospital mortality of COVID-19 patients in the NetherlandsObservational Study Published on 2022-04-012022-10-05 Journal: International journal of medical informatics [Category] [DOI] 10.1016/j.ijmedinf.2022.104688 PMC 바로가기 [Article Type] Observational Study
Simple scoring tool to estimate risk of hospitalization and mortality in ambulatory and emergency department patients with COVID-19Research Article Published on 2022-03-032022-10-28 Journal: PLoS ONE [Category] [DOI] 10.1371/journal.pone.0261508 PMC 바로가기 [Article Type] Research Article