FaceMask: A New Image Dataset for the Automated Identification of People Wearing Masks in the WildFaceMask: 야생에서 마스크를 착용한 사람들의 자동 식별을 위한 새로운 이미지 데이터 세트Article Published on 2022-01-242022-09-10 Journal: Sensors (Basel, Switzerland) [Category] SARS, 치료기술, [키워드] assist automated carried changed Combination COVID-19 pandemic Darknet database dataset deep learning disease effective experiment face-mask identification Image Image processing Mask mask detector Masks neural networks New object detection overcome performed Prevent public health Research Spread surgical tested wearing wearing mask YOLO [DOI] 10.3390/s22030896 PMC 바로가기 [Article Type] Article
COVID-19 Detection in Chest X-ray Images Using a New Channel Boosted CNNArticle Published on 2022-01-212022-10-31 Journal: Diagnostics [Category] COVID-19, [키워드] Accuracy affected auxiliary channel channel boosting CNN Combination Consequences coronavirus COVID-19 COVID-19 infected patients COVID-19 infection dataset datasets deep learning detect detection detection rate f-score Features help homogeneity Image imperative implementation Infection intensity learning limit New pandemic Radiographic Respiratory illness SARS-CoV-2 shown split-transform-merge transfer learning Variation X-ray [DOI] 10.3390/diagnostics12020267 PMC 바로가기 [Article Type] Article
Detecting COVID-19 Pneumonia over Fuzzy Image Enhancement on Computed Tomography Images컴퓨터 단층 촬영 이미지에서 퍼지 이미지 향상을 통한 COVID-19 폐렴 감지Research Article Published on 2022-01-182022-09-11 Journal: Computational and Mathematical Methods in Medicine [Category] SARS, 진단, 치료기술, [키워드] affected Algorithm artificial intelligence both lungs chain Chain Reaction collected complication of COVID-19 Computed tomography consolidation COVID-19 COVID-19 in patient COVID-19 patients COVID-19 pneumonia CT scan deaths detect diagnose Effectiveness enhancement expected expected value experiment feature GGO globe ground-glass opacity Health health informatics healthy Image IMPROVE include increase in Infection lower lobe lung Lung infection lung; Medical imaging normalized opacity organized pandemic Patient patients Pneumonia polymerase chain reaction reaction Research right lower lobe right lung RT-PCR the disease Transcription [DOI] 10.1155/2022/1043299 PMC 바로가기 [Article Type] Research Article
Deep Ensemble Learning-Based Models for Diagnosis of COVID-19 from Chest CT ImagesArticle Published on 2022-01-152022-10-31 Journal: International journal for equity in health [Category] COVID-19, [키워드] Accuracy Analysis analyzed can be used Chest CT Chest CT image Chest CT images CNN Computed tomography Convolutional neural network coronavirus coronavirus detection COVID-19 COVID-19 patients datasets deep deep learning detection system diagnosing Diagnosis greater Health identify Image knowledge learning measure Model network Neural novel outcome Patient polymerase chain positive Precision provide quarantine radiological Radiologists recall reveal risk robust RT-PCR stacking time-consuming transfer learning Treatment variety weighted average ensemble [DOI] 10.3390/healthcare10010166 PMC 바로가기 [Article Type] Article
An automated COVID-19 triage pipeline using artificial intelligence based on chest radiographs and clinical dataArticle Published on 2022-01-142022-10-04 Journal: NPJ Digital Medicine [Category] 진단, 치료기술, [키워드] Accuracy archive automated Chest chest X-ray Clinical data collected Computer science COVID-19 COVID-19 diagnosis develop Diagnosis diagnostic DICOM evaluated Generalizability high risk Image Interpretation mitigate notable platform Pneumonia Prognosis progression prospective cohort Radiography Repository RT-PCR severity while [DOI] 10.1038/s41746-021-00546-w PMC 바로가기 [Article Type] Article
A Novel Framework Based on Deep Learning and ANOVA Feature Selection Method for Diagnosis of COVID-19 Cases from Chest X-Ray Images흉부 X선 영상에서 COVID-19 사례 진단을 위한 딥 러닝 및 ANOVA 특징 선택 방법을 기반으로 하는 새로운 프레임워크Research Article Published on 2022-01-072022-09-11 Journal: Computational Intelligence and Neuroscience [Category] SARS, 치료기술, [키워드] Accuracy affected analysis of variance ANOVA Care chain Chain Reaction chest X-ray Chest X-ray images computation coronavirus coronavirus disease COVID-19 COVID-19 case COVID-19 cases curse dataset deep deep learning diagnosing diagnosis of COVID-19 disease early stage early stages Economy evaluate experimental results false-negative false-negative results feature framework Gradient identify Image IMPROVE individual learning limitation New coronavirus novel objective outperform pneumonia) polymerase chain reaction Precision radiologist Radiologists reached reaction recall reduce Result RT-PCR selected Selection specificity Spread time-consuming Transmission variance virus Wuhan X-ray [DOI] 10.1155/2022/4694567 PMC 바로가기 [Article Type] Research Article
The European Bioinformatics Institute (EMBL-EBI) in 2021AcademicSubjects/SCI00010 Published on 2022-01-072022-10-31 Journal: Nucleic Acids Research [Category] COVID-19, [키워드] bioinformatics Biological BioModel contributed COVID-19 European Bioinformatics Institute function highlight Image improvement include integration introduced maintain molecular data Pfam resource resources training UniProt [DOI] 10.1093/nar/gkab1127 PMC 바로가기 [Article Type] AcademicSubjects/SCI00010
An Imaging and Computational Algorithm for Efficient Identification and Quantification of Neutrophil Extracellular Traps호중구 세포외 트랩의 효율적인 식별 및 정량화를 위한 이미징 및 계산 알고리즘Article Published on 2022-01-062022-09-11 Journal: Cells [Category] SARS, 진단, 치료기술, 치료제, [키워드] acute respiratory distress acute respiratory distress syndrome Algorithm analyses Analysis Annexin Apoptosis approach Arthritis Asthma Cancer Cell cell death cellomics cells Combination COVID-19 death disease pathology DNA efficient eliminated ELISA ENhance exhibited extracellular trap fixation flow cytometry high content screening identification identify Image imaging immunoblotting impermeable inconsistency increase in Inflammation inhibitor intensities intensity lupus erythematosus Microscopy modulate morphology Multiple Necrosis NET NETosis NETs neutrophil Neutrophil extracellular traps Neutrophils nomenclature non-specific nuclear pathway platform provided quantification respiratory distress rheumatoid arthritis Sepsis single-cell single-cell analysis staining suffered syndrome systemic lupus erythematosus target Therapeutic approach therapeutic approaches [DOI] 10.3390/cells11020191 PMC 바로가기 [Article Type] Article
UNAS-Net: A deep convolutional neural network for predicting Covid-19 severityResearch article Published on 2022-01-042022-10-05 Journal: Informatics in Medicine Unlocked [Category] 치료기술, [키워드] Accuracy adaptive addition affected Algorithm applied automated comparable COVID-19 dataset datasets deep learning detect Effect ENhance feature help Image Image enhancement IMPROVE input parameter parameter Performance metrics predict sensitivity severity significantly Support the disease Visualisation was performed were used X-ray [DOI] 10.1016/j.imu.2021.100842 [Article Type] Research article
Automatic Segmentation of Novel Coronavirus Pneumonia Lesions in CT Images Utilizing Deep-Supervised Ensemble Learning NetworkMedicine Published on 2022-01-032022-10-31 Journal: Frontiers in Medicine [Category] COVID-19, [키워드] alleviate annotation annotations assist Automatic Coronavirus pneumonia COVID-19 COVID-19 lesion segmentation dataset deep learning deep-supervised ensemble learning network Diagnosis Effectiveness experiment Experimental result feature Image indicated intersection over union learning lesion living environment Local local and global features network novel coronavirus disease novel coronavirus pneumonia overcome overfitting Quantitative Segmentation Spread transfer transfer learning Treatment under CT imaging [DOI] 10.3389/fmed.2021.755309 PMC 바로가기 [Article Type] Medicine