Classification and Detection of COVID-19 and Other Chest-Related Diseases Using Transfer LearningArticle Published on 2022-10-192022-11-15 Journal: Sensors (Basel, Switzerland) [Category] COVID19(2023년), SARS, 치료기술, [키워드] Accuracy Algorithms articles automatic detection Bacterial Chest X-ray image classification Classifier CNNs Convolutional neural networks COVID-19 database datasets deep learning detect detection diagnostic different diseases disease FIVE help IMPROVE learning nine Other Pneumonia Pneumothorax radiological reverse transcription suspected patient transfer transfer learning Tuberculosis Viral pneumonia was used X-ray [DOI] 10.3390/s22207977 PMC 바로가기
Detection of COVID-19 from CT and Chest X-ray Images Using Deep Learning Models딥 러닝 모델을 사용하여 CT 및 흉부 X선 이미지에서 COVID-19 감지Review Published on 2022-07-012022-09-11 Journal: Annals of biomedical engineering [Category] COVID19(2023년), SARS, 치료기술, [키워드] Accuracy Anomaly approach approaches artificial intelligence automatic detection cause caused chest X-ray Chest X-ray images Convolutional neural network coronavirus COVID COVID-19 CT deep deep learning detection detection system diagnose Early detection estimate experiment Health Health crisis health system health systems help Image IMPROVE learning Model offer outbreak pathogenic virus pathology problem problems Radiographic researcher respiratory syndrome coronavirus respiratory syndrome coronavirus 2 SARS-CoV-2 severe respiratory syndrome Spread tomographic image Wuhan Wuhan, China X-ray [DOI] 10.1007/s10439-022-02958-5 PMC 바로가기 [Article Type] Review
Efficacy of Transfer Learning-based ResNet models in Chest X-ray image classification for detecting COVID-19 PneumoniaResearch article Published on 2022-05-012022-10-05 Journal: Chemometrics and Intelligent Laboratory Systems [Category] 진단, 치료기술, [키워드] Accuracy Analysis approach assist automatic detection build carried CNN complex computer COVID-19 COVID-19 diagnosis COVID-19 infection CPU CXR dataset datasets deep deep learning diagnostic dominant early diagnosis effective Effectiveness epidemiological evaluate facilitate FIVE fraction GPU highest individuals with COVID-19 Laboratory laboratory data laboratory measure learning network Neural PCR polymerase chain Precision problems Resnet ResNet model sensitivity specificity stages Symptom tissues transfer learning variant vision X-ray [DOI] 10.1016/j.chemolab.2022.104534 [Article Type] Research article
Machine Learning, Deep Learning, and Mathematical Models to Analyze Forecasting and Epidemiology of COVID-19: A Systematic Literature ReviewCOVID-19의 예측 및 역학 분석을 위한 머신 러닝, 딥 러닝 및 수학적 모델: 체계적인 문헌 검토Review Published on 2022-04-222022-09-11 Journal: International Journal of Environmental Research an [Category] COVID19(2023년), SARS, 치료기술, [키워드] agency Algorithm Algorithms article automatic detection basic reproduction rate battle caused classification CNN compartmental model COVID-19 criteria current deep deep learning disease Epidemic epidemiological Epidemiology epidemiology of COVID-19 estimate feature first stage Forecasting generate Health Organization healthcare Healthcare industry healthy highlight item Laboratory learning life literature machine learning mathematical Mathematical models medical staff meta-analyses Model PRISMA PROTECT recorded reduce Reporting Reproduction rate Research researcher review SARS-CoV-2 selected shown Spread spread of COVID-19 SVM systematic reviews the epidemic World Health Organization worldwide pandemic Wuhan Wuhan, China [DOI] 10.3390/ijerph19095099 PMC 바로가기 [Article Type] Review
Compressed Deep Learning to Classify Arrhythmia in an Embedded Wearable Device임베디드 웨어러블 기기에서 부정맥을 분류하기 위한 압축 딥 러닝Article Published on 2022-02-242022-09-10 Journal: Sensors (Basel, Switzerland) [Category] COVID19(2023년), MERS, SARS, 치료기술, [키워드] Accuracy applied arrhythmia Asymptomatic asymptomatic patient Atrial fibrillation automatic detection can not Care compressed deep learning COVID-19 decrease deep deep learning Device Diagnosis diagnostic ECG effective embedded wearable device flash memory heart failure Hospitalization Korea University learning Medical care memory Mobilenet not effective Patient Registered reported Resnet SAME AS sampling rate stroke TensorFlow Topic unique [DOI] 10.3390/s22051776 PMC 바로가기 [Article Type] Article
Semantic segmentation of COVID-19 lesions with a multiscale dilated convolutional network멀티 스케일 확장 된 컨볼 루션 네트워크를 사용한 Covid-19 병변의 시맨틱 세분화Article Published on 2022-02-032022-09-01 Journal: Scientific Reports [Category] MERS, 진단, 치료기술, [키워드] aggregate Automatic automatic detection average best capture clinical analysis Computed tomography Computer science COVID-19 COVID-19 patient dataset Diagnosis Dice facilitate feature Features Follow-up Image processing information lesion lesions machine learning medium reduce Research Segmentation sensitivity similarity tissue tissues union [DOI] 10.1038/s41598-022-05527-x PMC 바로가기 [Article Type] Article
ENResNet: A novel residual neural network for chest X-ray enhancement based COVID-19 detectionResearch article Published on 2022-02-012022-10-05 Journal: Biomedical Signal Processing and Control [Category] 변종, 치료기술, [키워드] Accuracy automatic detection binary classification chest X-ray Chest X-ray image Classifier CNN Corona COVID COVID-19 CXR deep learning detect Diagnosis early stage eight exhibit Final Image enhancement impairment Mutation normal normalized pandemic Pneumonia positive produced Resnet suggested Symptoms virus [DOI] 10.1016/j.bspc.2021.103286 [Article Type] Research article
A nationwide indicator to smooth and normalize heterogeneous SARS-CoV-2 RNA data in wastewater폐수에서 이기종 SARS-CoV-2 RNA 데이터를 평활화하고 정규화하기 위한 전국 지표Article Published on 2022-01-012022-09-11 Journal: Environment international [Category] SARS, 치료기술, [키워드] absence acute respiratory syndrome acute respiratory syndrome coronavirus affected Algorithm applied approach automatic detection average carried censorship circulation circumvent complement complementary coronavirus Coronavirus infectious disease 19 (COVID-19) correlated correlation Data processing detected in stool environmental factors Epidemic Epidemiology estimate evaluate France French heterogeneous human population human populations incidence rate Infectious disease limit limits mathematical modeling Measurement error MONITOR National outlier outliers plant quantification reduce reduction RT-qPCR sampling Sampling frequency SARS-CoV-2 dynamics SARS-CoV-2 epidemic SARS-CoV-2 genome SARS-CoV-2 RNA SARS-CoV-2 viral load severe acute respiratory syndrome Coronavirus severe acute respiratory syndrome coronavirus 2 severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) solution stool samples Symptoms the SARS-CoV-2 the SARS-CoV-2 genome time lag Treatment virus wastewater-based epidemiology (WBE) [DOI] 10.1016/j.envint.2021.106998 PMC 바로가기 [Article Type] Article
Automated detection of COVID-19 coughResearch article Published on 2022-01-012022-10-27 Journal: Biomedical Signal Processing and Control [Category] COVID-19, [키워드] Accuracy Algorithm analysed applicability automated automatic detection cough coughs COVID-19 diagnose Efficiency elapsed feasibility feature forest machine-learning methodology outbreak Outbreaks performed provide was obtained PMC 바로가기 [Article Type] Research article
Automated detection of COVID-19 coughResearch article Published on 2022-01-012022-10-05 Journal: Biomedical Signal Processing and Control [Category] 치료기술, [키워드] Accuracy Algorithm analysed applicability automated Automated cough detection automatic detection cough coughs COVID-19 diagnose Diagnosis Efficiency elapsed feasibility feature forest Keyword: COVID-19 machine-learning methodology outbreak Outbreaks performed provide signal processing Time–frequency was obtained [DOI] 10.1016/j.bspc.2021.103175 [Article Type] Research article