clinician – Page 71 – Communicable Diseases Research

Predicting COVID-19 disease progression and patient outcomes based on temporal deep learning

Technical Advance

Published on 2021-02-082022-10-27
Journal: BMC Medical Informatics and Decision Making [Category] COVID-19,

[키워드] Accuracy addressed Biomarker blood sample caused clinician Complication coronavirus disease COVID-19 COVID-19 disease COVID-19 epidemic COVID-19 patient COVID-19 progression COVID-19 stage dataset death deep learning Deep Learning Method disease Disease progression Dyspnea early stage effective Fever Health help high accuracy identifying infected patients Infection Injury Irregularly sampled time series LDH liver function injury lymph Medical resources memory mortality risks MOST myocardial injury outcome Outcome early prediction pandemic Patient predicted progression renal function researcher resource Result Stage stages Symptom the disease the patient time intervals Time-aware long short-term memory treat Treatment Wuhan, China
[DOI] 10.1186/s12911-020-01359-9 PMC 바로가기 [Article Type] Technical Advance

Predicting COVID-19 disease progression and patient outcomes based on temporal deep learning

Technical Advance

Published on 2021-02-082022-10-27
Journal: BMC Medical Informatics and Decision Making [Category] Coronavirus, COVID-19, MERS,

[키워드] Accuracy addressed Biomarker blood sample caused clinician Complication coronavirus disease COVID-19 COVID-19 disease COVID-19 epidemic COVID-19 patient COVID-19 progression COVID-19 stage dataset death deep learning Deep Learning Method disease Disease progression Dyspnea early stage effective Fever Health help high accuracy identifying infected patients Infection Injury Irregularly sampled time series LDH liver function injury lymph Medical resources memory mortality risks MOST myocardial injury outcome Outcome early prediction pandemic Patient predicted progression renal function researcher resource Result Stage stages Symptom the disease the patient time intervals Time-aware long short-term memory treat Treatment Wuhan, China
[DOI] 10.1186/s12911-020-01359-9 PMC 바로가기 [Article Type] Technical Advance

Clinical characteristics of inpatients with coronavirus disease 2019 (COVID-19) in Sichuan province

Research Article

Published on 2021-02-082022-10-28
Journal: BMC Infectious Diseases [Category] COVID-19, MERS,

Development and validation of a prognostic model based on comorbidities to predict COVID-19 severity: a population-based study

Covid-19

Published on 2021-02-082022-10-30
Journal: International Journal of Epidemiology [Category] COVID-19, SARS,

[키워드] 95%CI Admission admission to ICU age Asthma calibration cardiovascular disease Chronic kidney disease chronic obstructive classification clinician Comorbidity confidence interval COVID-19 COVID-19 patients death demonstrated development diabetes died disease severity Electronic health record estimate evaluated facilitate Gender Haematological cancer health authorities help high-risk patient Hospitalization hypertension ICU incidence Infection intensive care Liver disease Mortality obesity Patient patients patients with COVID-19 polymerase chain predict Prediction model Probability prognosis of patient prognostic model progression pulmonary disease receiver operating characteristics Regression model required Result retrospective cohort study reverse transcription risk ROC RT-PCR severity Sex Spain variable were used with COVID-19
[DOI] 10.1093/ije/dyaa209 PMC 바로가기 [Article Type] Covid-19

Modalities and Mechanisms of Treatment for Coronavirus Disease 2019

Pharmacology

Published on 2021-02-082022-10-31
Journal: Frontiers in Pharmacology [Category] COVID-19,

Deep Learning Algorithm Trained with COVID-19 Pneumonia Also Identifies Immune Checkpoint Inhibitor Therapy-Related Pneumonitis

Article

Published on 2021-02-062022-10-31
Journal: Cancers [Category] COVID-19,

[키워드] Algorithm Analysis analyzed artificial intelligence AUC Awareness characteristic Chest computed tomography Chest CT clinician Control coronavirus disease Coronavirus disease 2019 COVID-19 COVID-19 group deep deep learning determine differential diagnosis disease drug-induced pneumonitis enrolled etiology feature Features immune Immune checkpoint inhibitor immune checkpoint inhibitors therapy inhibitor interstitial pneumonia learning Mann–Whitney U test other diseases overlap Patient Pneumonia Pneumonitis risk ROC Curve sensitivity similarity simple specificity stimulate therapy threshold tomography Topic treat vulnerable patients with COVID-19
[DOI] 10.3390/cancers13040652 PMC 바로가기 [Article Type] Article

Characteristics of intracerebral haemorrhage associated with COVID-19: a systematic review and pooled analysis of individual patient and aggregate data

COVID-19와 관련된 뇌내 출혈의 특성: 개별 환자 및 집계 데이터에 대한 체계적인 검토 및 통합 분석

Original Communication

Published on 2021-02-052022-09-10
Journal: Journal of Neurology [Category] MERS, SARS, 치료기술,

Association between Clinical Characteristics and Laboratory Findings with Outcome of Hospitalized COVID-19 Patients: A Report from Northeast Iran

Research Article

Published on 2021-02-052022-10-29
Journal: Interdisciplinary Perspectives on Infectious Diseases [Category] COVID-19,

[키워드] Admission admitted to ICU age association C-reactive protein (CRP Characteristics chest pain China clinical clinician Coronavirus disease 2019 correlation COVID-19 CRP CRP level Decreased duration of hospitalization Dyspnea early diagnosis erythrocyte sedimentation rate ESR evaluated Evaluating help hospital Hospitalization hospitalized COVID-19 patient ICU Imam intensive care Iran Laboratory laboratory feature laboratory finding management medical record mortality rate nonsurvivor nonsurvivors outcome Pain Patient patients who survived patients with COVID-19 Predictive predictor Prognosis report Reza risk Sex significantly significantly higher Spread statistically survivor variable was determined WBC White blood cell
[DOI] 10.1155/2021/5552138 PMC 바로가기 [Article Type] Research Article

An easy-to-use nomogram for predicting in-hospital mortality risk in COVID-19: a retrospective cohort study in a university hospital

COVID-19의 병원 내 사망 위험 예측을 위한 사용하기 쉬운 노모그램: 대학 병원의 후향적 코호트 연구

Research Article

Published on 2021-02-052022-09-01
Journal: BMC Infectious Diseases [Category] MERS, 진단,

[키워드] Accuracy age Analysis Area aspartate Aspartate aminotransferase C-reactive protein calculated can be used Cancer chronic renal failure chronic renal failure) clinician Comorbidity COVID-19 COVID-19 disease COVID-19 patient Critically ill develop died disease Dyspnea early diagnosis effective enrolled Fatal outcome ferritin functional heart failure hematocrit in-hospital mortality independent risk factor independent risk factors Intervention Mortality mortality risk Multivariable logistic regression analysis nomogram non-severe cases outcome oxygen oxygen saturation Patient patients hospitalized patients treated predictor reduce reduced Regression renal renal failure Result retrospective cohort study Retrospective study risk risk factor specific treatment Supportive treatment survived treated treatment for COVID-19 university hospital was performed worse prognosis
[DOI] 10.1186/s12879-021-05845-x PMC 바로가기 [Article Type] Research Article

Intensive Care Unit-Specific Virtual Reality for Psychological Recovery After ICU Treatment for COVID-19; A Brief Case Report

Medicine

Published on 2021-02-052022-10-31
Journal: Frontiers in Medicine [Category] COVID-19,