Compassionate use of Pulmonary Vasodilators in Acute Severe Hypoxic Respiratory Failure due to COVID-19COVID-19로 인한 급성 중증 저산소성 호흡부전에서 폐혈관 확장제의 자비로운 사용Article Published on 2022-08-012022-09-11 Journal: Journal of Intensive Care Medicine [Category] COVID19(2023년), SARS, 신약개발, [키워드] acute hypoxic respiratory failure Adult patients analysed ARDS changes in Cohort cohort of patient collected data commenced COVID-19 death Evidence failure feasible Gradient hospital hypoxaemia hypoxic respiratory failure ICU ICU admission Iloprost implementation Inhaled intensive care intensive care unit lack less median nitric oxide non-survivor Non-survivors offer outcome Oxygenation PaO Patient patients with COVID-19 patients with SARS-CoV-2 PF ratio Potential treatment Primary outcome protocol pulmonary Pulmonary vasodilators. randomised receiving reduction in respiratory Respiratory failure robust severe COVID-19 significantly study period Support survivor the median therapeutic option therapeutic options therapy trials vasodilator [DOI] 10.1177/08850666221086521 PMC 바로가기 [Article Type] Article
Automated detection of COVID-19 cases from chest X-ray images using deep neural network and XGBoost심층 신경망 및 XGBoost를 사용하여 흉부 X선 이미지에서 코로나19 사례 자동 감지Article Published on 2022-08-012022-09-11 Journal: Radiography (London, England : 1995) [Category] SARS, 치료기술, [키워드] Accuracy Activation Algorithm approach approaches assist can be used Chest chest X-ray Chest X-ray image Chest X-ray images chests coronavirus disease COVID-19 COVID-19 case COVID-19 cases COVID-19 diagnosis COVID-19 pandemic deep Deep neural network (DNN) DenseNet169 detect diagnosing evaluate experiment faster feature Gradient heatmap implementation initial input network Neural patients with COVID-19 people with COVID-19 problems radiologist Radiologists researcher sensitivity specificity the disease the patient was used X-ray XGBoost [DOI] 10.1016/j.radi.2022.03.011 PMC 바로가기 [Article Type] Article
Clinical and laboratory profiles of the SARS-CoV-2 Delta variant compared with pre-Delta variants델타 이전 변이와 비교한 SARS-CoV-2 Delta 변이의 임상 및 실험실 프로필Article Published on 2022-07-012022-09-11 Journal: International Journal of Infectious Diseases [Category] COVID19(2023년), SARS, 변종, [키워드] activated C-reactive protein can be used Care changes in characteristic Characteristics characterized clinical Clinical data Cohort Comorbidities comparison Comparisons COVID-19 defined Delta delta variant Department Descriptive statistics ferritin fibrinogen genomic Genomics Gradient Gradient boosting model heterogeneous hospitalizations hospitalized patients Human identify implication Inflammatory intensive care intensive care unit International international normalized ratio Laboratory laboratory characteristics Lactate lactate dehydrogenase machine machine learning machine learning approach machine learning approaches Negative predictive value normalized Patient peaked phenotypical Positive predictive value Predictive value profile prothrombin Prothrombin time public health measures receiver receiver operating characteristic Research Retrospective study SARS-CoV-2 variant SARS-CoV-2 variants sensitivity service single-center specificity supported the SARS-CoV-2 the United State THROMBOPLASTIN Transmissibility Treatment protocol United States variant variants variants of concern virulence Wave Waves were used [DOI] 10.1016/j.ijid.2022.04.050 PMC 바로가기 [Article Type] Article
SperoPredictor: An Integrated Machine Learning and Molecular Docking-Based Drug Repurposing Framework With Use Case of COVID-19SPEROPDICTOR : COVID-19의 사용 사례와 함께 통합 된 기계 학습 및 분자 도킹 기반 약물 재검사 프레임 워크Article Published on 2022-06-162022-08-31 Journal: Frontiers in Public Health [Category] COVID19(2023년), SARS, 변종, 신약개발, [키워드] Accuracy association candidate clinically collected contagious contagious disease coronavirus costly COVID-19 data analytics database databases dataset de novo death disease drug drug candidate Drug discovery Drug repurposing effective effort Extensive FDA approval FDA-approved drug FDA-approved drugs feature Features followed by forest framework generic drug Gradient Host host proteomes human host indicated inefficient machine learning molecular docking pandemic Pandemics platform predicted proteome Random forest rapid response reduce repurposing Research resulting SARS Coronavirus SARS coronavirus 2 SARS-CoV-2 Spread spread of COVID-19 systematic review Threats Traditional tree trees variant [DOI] 10.3389/fpubh.2022.902123 PMC 바로가기 [Article Type] Article
Machine learning prediction of 3CL pro SARS-CoV-2 docking scores3CL pro SARS-CoV-2 도킹 점수의 기계 학습 예측Article Published on 2022-06-012022-09-11 Journal: Computational biology and chemistry [Category] COVID19(2023년), SARS, 신약개발, 치료제, [키워드] 3CL pro 3CLpro 3CLpro Mpro 6WQF addition approach approaches AutoDock AutoDock molecular docking Compound COVID19 docking result docking score docking scores Final Gradient in vivo Kera machine machine learning molecular MPro Neural position predicted Randomly SARS-CoV-2 selected Smooth subsequent TensorFlow TensorFlow XGBoost SchNetPack. was tested were used Zinc [DOI] 10.1016/j.compbiolchem.2022.107656 PMC 바로가기 [Article Type] Article
A Robust Framework for Epidemic Analysis, Prediction and Detection of COVID-19COVID-19의 전염병 분석, 예측 및 탐지를 위한 강력한 프레임워크Article Published on 2022-05-062022-09-11 Journal: Frontiers in Public Health [Category] COVID19(2023년), SARS, 치료기술, [키워드] Accuracy Affect Analysis center central limit theorem Chain Reaction circulation composed Coronavirus - COVID-19 country COVID COVID case COVID cases COVID-19 COVID-19 disease COVID-19 infection dataset detect detection disease disease control distribution doubling dry cough Epidemic epidemic spreading algorithm estimate estimation Evolution extreme False-positive feature Features feeble Fever flu Frame framework gaussian gaussian distribution generate Gradient histogram immune systems India individual Infection infections Infectious disease Italy Johns Hopkin Johns Hopkins limit lung mandatory mathematical mathematical model outcome pandemic parameter parameters polymerase chain polymerase chain reaction predict prediction Prevent real-time polymerase chain reaction regulated robust RT-PCR Saudi Arabia scale Spread statistical Symptom the disease thickness time evolution Time-series (TS) model Viral pneumonia widespread [DOI] 10.3389/fpubh.2022.805086 PMC 바로가기 [Article Type] Article
A Secure Artificial Intelligence-Enabled Critical Sars Crisis Management Using Random Sigmoidal Artificial Neural Networks무작위 S자형 인공 신경망을 사용한 안전한 인공 지능 지원 Critical Sars 위기 관리Article Published on 2022-05-042022-09-11 Journal: Frontiers in Public Health [Category] COVID19(2023년), SARS, 치료기술, [키워드] acute respiratory syndrome acute respiratory syndrome coronavirus acute respiratory syndrome coronavirus 2 analyzed approach approaches artificial artificial intelligence block-matching filter collected common cold Compact compact entropy rate superpixel Complete component coronavirus COVID-19 COVID-19 patient COVID-19 patients crisis diagnose diagnosing Diagnosis effective Entropy false-negative Feature selection flu Gradient group Health healthcare help highlighting histogram histogram equalization histogram of gradient identify illness network Neural pandemic PCA performed Practitioner principal Principal component principal component analysis Random Sigmoidal Artificial Neural Networks Rate RT-PCR RT-PCR test SARS-CoV-2 SARS-CoV-2 viral infection Segmentation severe acute respiratory syndrome Coronavirus severe acute respiratory syndrome coronavirus 2 suggested Symptom the disease viral infection [DOI] 10.3389/fpubh.2022.901294 PMC 바로가기 [Article Type] Article
An Ensemble Learning Model for COVID-19 Detection from Blood Test SamplesArticle Published on 2022-03-132022-11-16 Journal: Sensors (Basel, Switzerland) [Category] 치료기술, [키워드] Accuracy AdaBoost approach AUC Blood blood tests Classifier clinician CNN conducted COVID-19 COVID-19 disease current dataset datasets decision deep learning descent detection detection system develop diagnose Diagnosis diagnostic Diagnostic model diagnostics Discriminant effective Ensemble learning experiment feature forest Gradient Laboratory learning limitation machine learning algorithm Model Naïve Bayes outperform Passive perceptron polymerase chain Regression Research reverse transcription ridge RT-PCR Sample San Raffaele Hospital small data. stochastic support vector machine Test tree virus [DOI] 10.3390/s22062224 PMC 바로가기
Image and structured data analysis for prognostication of health outcomes in patients presenting to the ED during the COVID-19 pandemicResearch article Published on 2022-02-012022-10-05 Journal: International journal of medical informatics [Category] 변종, [키워드] Accuracy acute respiratory distress addition Admission adverse outcome Algorithm applicability ARDS AUC available data can be used center Chest chest radiographs Chest X-ray image Clinical data clinical decision clinical settings Compact Computed tomography COVID-19 COVID-19 infection COVID-19 pandemic COVID-19 symptoms Data analysis death deep learning detect develop EHR events finding Gradient Health help ICU ICU admission Image increased risk intensive care LIGHT machine machine learning model Machine/deep learning material moderate Mortality Older outcome Patient patients predict presenting principal required Research risk risk stratification Severe infection stratified Symptom syndrome transfer university variable variables was used with COVID-19 [DOI] 10.1016/j.ijmedinf.2021.104662 [Article Type] Research article
PRCTC: a machine learning model for prediction of response to corticosteroid therapy in COVID-19 patientsResearch Paper Published on 2022-01-152022-10-28 Journal: Aging (Albany NY) [Category] COVID-19, SARS, [키워드] 95% CI 95% confidence interval applied AUC C reactive protein China Clinical data clinical decision Cohort collected Corticosteroid corticosteroid therapy COVID-19 COVID-19 patient COVID-19 patients dataset decision effective evaluated external validation feature FIVE Gradient hospital Hospitalization Logistic regression lymphocyte lymphocyte percent machine learning management medication network Neural outcome oxygen supply patients predict Predictive receiving Selection Shrinkage Support the patient treatments for COVID-19 tree validation cohort [DOI] 10.18632/aging.203819 PMC 바로가기 [Article Type] Research Paper