Evaluating epidemic forecasts in an interval formatPerspective Published on 2021-02-122022-10-28 Journal: PLoS Computational Biology [Category] Coronavirus, MERS, [키워드] applied collected computation COVID-19 COVID-19 pandemic death distributions Epidemic Evaluating evaluation metrics groups help Hospitalization IMPROVE Infectious disease International Interpretation interval Measures National pandemic Predictive Probability provide Public health interventions statistically [DOI] 10.1371/journal.pcbi.1008618 PMC 바로가기 [Article Type] Perspective
Cheminformatics-Based Identification of Potential Novel Anti-SARS-CoV-2 Natural Compounds of African OriginArticle Published on 2021-01-142022-10-30 Journal: Molecules [Category] COVID-19, [키워드] acute respiratory syndrome African African natural products antiviral drug approach approved AutoDock binding energy binding mechanism biological activity caused Cell characterized complexes Compound computation coronavirus coronavirus disease COVID-19 Critical de novo drug identification impacted in vitro inhibit inhibitor inhibitors membrane integrity membrane permeability MM/PBSA molecular molecular docking molecular dynamics Molecular dynamics simulation molecular dynamics simulations natural novel origin outcome pandemic pharmacological Potential predicted profile protease Protein protein-ligand public health receptor receptors Replication residue RNA-directed RNA polymerase SARS-CoV-2 SARS-CoV-2 inhibitors screened target the receptor-binding domain the SARS-CoV-2 the spike protein therapeutic molecules Toxicity viral entry Virtual screening virus [DOI] 10.3390/molecules26020406 PMC 바로가기 [Article Type] Article
The SARS-Cov-2 Proliferation Blocked by a Novel and Potent Main Protease Inhibitor via Computer-aided Drug DesignOriginal Article Published on 2021-01-012022-10-30 Journal: Iranian Journal of Pharmaceutical Research : IJPR [Category] COVID-19, [키워드] ADME ADMET Analysis approval Area binding affinity binding energy complex Compound computation coronavirus disease COVID-19 DCCM drug drug design effort In-vitro inhibit Ligand MD simulation MM-PBSA molecular docking Molecular dynamic novel outcome pandemic PCA positive control potent Prevalence protease protease inhibitors residue selected stability surface treat Virtual screening was used were used [DOI] 10.22037/ijpr.2021.114846.15061 PMC 바로가기 [Article Type] Original Article
FCOD: Fast COVID-19 Detector based on deep learning techniquesResearch article Published on 2020-12-242022-10-05 Journal: Informatics in Medicine Unlocked [Category] 치료기술, [키워드] Accuracy assist AUC caused Chest X-ray images clinics computation Convolution COVID-19 COVID-19 detection COVID-19 infection COVID-19 pandemic decrease deep learning detect Detector Diagnosis disease evaluate hospital Image processing inception Infection Medical applications mortality rates parameter Patient patients Prevent radiologist Radiology images reducing Spread X-ray [DOI] 10.1016/j.imu.2020.100506 [Article Type] Research article
Computing SARS-CoV-2 Infection Risk From Symptoms, Imaging, and Test Data: Diagnostic Model Development증상, 영상 및 테스트 데이터에서 SARS-CoV-2 감염 위험 계산: 진단 모델 개발Original Paper Published on 2020-12-162022-09-12 Journal: Journal of Medical Internet Research [Category] MERS, 진단, [키워드] Accuracy assist Bayesian Bayesian inference be positive Cancer cardiovascular disease Care center Chain Reaction changes in clinical evaluation clinically clinician common Comorbidity computation computing consecutive patient consecutive patients continuum cough Course COVID-19 decision develop development diabete diabetes diagnose Diagnosis diagnostic diagnostic test Diego female Fever Health help hospital hospital care hypertension imaging Infection informatics Laboratory Laboratory test Local location machine learning machine learning model Model molecular nucleic acid nucleic acid testing objective Patient patient symptom Patient symptoms patients patients with SARS-CoV-2 polymerase chain reaction positive presenting Prevalence Probability profile repeated Result reverse transcription Reverse transcription-polymerase chain reaction risk RT-PCR SARS-CoV-2 SARS-COV-2 infection sensitivities sensitivity Specificities specificity Support Symptom Test Test statistics tested trained model University of California [DOI] 10.2196/24478 PMC 바로가기 [Article Type] Original Paper
Optimised genetic algorithm-extreme learning machine approach for automatic COVID-19 detection자동 COVID-19 감지를 위한 최적화된 유전자 알고리즘-극단적 학습 머신 접근 방식Research Article Published on 2020-12-152022-09-10 Journal: PLoS ONE [Category] MERS, SARS, 치료기술, [키워드] Accuracy acute respiratory syndrome applied approach Brain Breast cancer carcinoma in situ caused Chest computed tomography chest X-ray Chest X-ray image Chest X-ray images computation Computed tomography coronavirus coronavirus disease COVID-19 criteria CT scan dataset deep deep learning detect domain domains effective Effectiveness evaluated Factor faster Features focus Genetic global pandemic healthy identify illnesses learning lung machine machine learning approach memory network Neural Principal component principal component analysis random reduce respiratory Severe acute respiratory syndrome Support support vector machine tested time-consuming vector X-ray [DOI] 10.1371/journal.pone.0242899 PMC 바로가기 [Article Type] Research Article
Comparison of four COVID-19 screening strategies to facilitate early case identification within the homeless shelter population: A structured summary of a study protocol for a randomised controlled trialLetter Published on 2020-11-232022-10-29 Journal: Trials [Category] COVID-19, SARS, [키워드] 90% power accompany addition All participant amplified applied blinded Canada Care city clinically Cluster collected Community comparator Comparator group computation computer-generated correlation COVID case COVID-19 COVID-19 testing detect detection rate dissemination Effectiveness eight element eligible envelope error rate estimate facilitate Frame Gender group homeless include information initial intervention arm intervention group Laboratory marker medium Nasopharyngeal swab nostril NPs nucleic acid number objective Older Open-label oral swab participant percentage performed positive prevention protocol Qualitative random assignment randomised controlled trial randomization randomize Randomized randomized trial receive recruitment regimen Registered Registration repeated required Respiratory illness RNase P RT-PCR Sample size SARS-CoV-2 Screening screening strategy secondary shelter specimen specimens Standard of care statistically significant status stratified study enrollment study period Study protocol Surveillance Swab swab sample swabs Symptom symptomatic participant Symptoms tongue transported Trial type I UTR verbal viral inactivation website [DOI] 10.1186/s13063-020-04890-2 PMC 바로가기 [Article Type] Letter
Simulation-free estimation of an individual-based SEIR model for evaluating nonpharmaceutical interventions with an application to COVID-19 in the District of ColumbiaResearch Article Published on 2020-11-102022-10-28 Journal: PLoS ONE [Category] COVID-19, MERS, SARS, [키워드] Algorithm applied approach computation computational resources Contact COVID-19 COVID-19 pandemic demonstrated District Effect epidemiological evaluate evaluate the effect evaluated expected homogeneous IBM Intensive Intervention mathematical means measure nonpharmaceutical intervention Nonpharmaceutical interventions outcome Population provided public health R code regions resources SEIR shown statistical USA [DOI] 10.1371/journal.pone.0241949 PMC 바로가기 [Article Type] Research Article
SARPPIC : Exploiting COVID-19 Contact Tracing Recommendation through Social AwarenessResearch Article Published on 2020-11-102022-10-31 Journal: Computational and Mathematical Methods in Medicine [Category] COVID-19, MERS, [키워드] Algorithm Awareness Benchmarking build Case isolation computation computational approach Contact Contact tracing coronavirus disease COVID-19 COVID-19 patient datasets effective evaluation metrics fatality frequencies generate hands with soap healthcare facility hybridized hygiene include infected with COVID-19 Infection Infection prevention measure memory outperform pandemic Patient physical positive Precision quarantine recall recommendation resulting spread of COVID-19 tracing Transmission Vaccine [DOI] 10.1155/2020/3460130 PMC 바로가기 [Article Type] Research Article
Genopo : a nanopore sequencing analysis toolkit for portable Android devicesArticle Published on 2020-09-292022-10-31 Journal: Communications Biology [Category] COVID-19, SARS, [키워드] Analysis bioinformatics can be used Community Complete computation computational analysis Computational platforms and environments coronavirus SARS-CoV-2 determine DNA and RNA DNA methylation DNA sequencing flexible Genome genome sequence genomes Human genome less Nanopore nine patient isolate performed resource sequenced Sequencing Sequencing analysis sequencing data Tablet toolkit utility [DOI] 10.1038/s42003-020-01270-z PMC 바로가기 [Article Type] Article