A review of deep learning-based detection methods for COVID-19Review article Published on 2022-04-012022-10-05 Journal: Computers in biology and medicine [Category] 치료기술, [키워드] Computed tomography Coronavirus infection Coronavirus pandemic COVID COVID-19 COVID-19 detection CXR dataset datasets deep Deep Learning Method detect DL-Based COVID-19 detection evaluation metrics help Infection lung Lung image classification Medical image processing pandemic researcher researchers Spread X-ray [DOI] 10.1016/j.compbiomed.2022.105233 [Article Type] Review article
Attention-based 3D CNN with residual connections for efficient ECG-based COVID-19 detectionResearch article Published on 2022-04-012022-10-05 Journal: Computers in biology and medicine [Category] 치료기술, [키워드] 3D CNN Accuracy approach attention mechanism average binary classification cause caused chest X-ray CNN Computed tomography connection COVID-19 COVID-19 detection COVID-19 pandemic COVID-19 virus database dataset deep learning diagnosed died ECG Electrocardiography IMPROVE Injury linear patients with COVID-19 Residual connections Result subjects tested Volume was used were used [DOI] 10.1016/j.compbiomed.2022.105335 [Article Type] Research article
COVID-19 image classification using deep learning: Advances, challenges and opportunitiesReview Published on 2022-03-032023-06-16 Journal: Computers in biology and medicine [Category] COVID19(2023년), MERS, SARS, [키워드] Convolutional neural networks COVID-19 detection deep learning X-ray and CT scan Images [DOI] 10.1016/j.compbiomed.2022.105350 PMC 바로가기 [Article Type] Review
SARS-Net: COVID-19 detection from chest x-rays by combining graph convolutional network and convolutional neural networkResearch article Published on 2022-02-012022-10-05 Journal: Sensors (Basel, Switzerland) [Category] 치료기술, [키워드] Abnormalities abnormality Accuracy acute respiratory syndrome Analysis characteristic Chest chest X-ray Community Computed tomography Convolutional neural network coronavirus COVID-19 COVID-19 detection COVID-19 diagnosis COVID-19 infection COVID-19 pandemic COVID-19 patient CXR deep learning detect evaluate graph Graph convolutional network network Neural Pandemics Patient researcher RT-PCR testing Screening sensitivity virus X-ray [DOI] 10.1016/j.patcog.2021.108255 [Article Type] Research article
Review and classification of AI-enabled COVID-19 CT imaging models based on computer vision tasks컴퓨터 비전 작업에 기반한 AI 지원 COVID-19 CT 영상 모델 검토 및 분류Review Published on 2022-02-012022-09-11 Journal: Computers in biology and medicine [Category] COVID19(2023년), SARS, 진단, 치료기술, [키워드] 2019 Analysis analyzed article artificial intelligence assist Baidu categorization classification clinical implications collected computer vision Computerized tomography coronavirus disease COVID-19 COVID-19 classification COVID-19 detection COVID-19 diagnosis database databases diagnosing Diagnosis Diagnostic method Google Google Scholar Image segmentation Image segmentation. information Kaggle MOST reported required Research review Segmentation selected significantly Web of Science X-ray [DOI] 10.1016/j.compbiomed.2021.105123 PMC 바로가기 [Article Type] Review
SARS-CoV-2 Detection Using Optical Fiber Based Sensor Method광섬유 기반 센서 방법을 사용한 SARS-CoV-2 탐지Article Published on 2022-01-192022-09-10 Journal: Sensors (Basel, Switzerland) [Category] SARS, 변종, 치료기술, [키워드] approach Clinical diagnosis clinical laboratories coronavirus coronavirus disease COVID-19 COVID-19 detection COVID-19 pandemic COVID-19 virus Decision-making detect detection disease Factors faster fiber hospital identify include Laboratory life nasopharyngeal omicron Omicron variant optical Optical fiber optical fiber sensor Oropharyngeal Patient PCR photodetector poverty probe rapid increase receive Result SARS-CoV-2 sensor Spread spread of COVID-19 U-shaped probe variant Viral viral infection [DOI] 10.3390/s22030751 PMC 바로가기 [Article Type] Article
Inverted bell-curve-based ensemble of deep learning models for detection of COVID-19 from chest X-raysS.I.: AI-based e-diagnosis Published on 2022-01-052022-10-29 Journal: Neural Computing & Applications [Category] COVID-19, [키워드] abnormality Accuracy acute respiratory syndrome assigned assist AUC average Bell-shape function can be used caused chest X-ray Classifier Combination Convolutional neural network coronavirus COVID COVID-19 COVID-19 detection CXR dataset datasets deep learning detect diagnosis of COVID-19 disease Ensemble learning evaluate Experimental result Final identify Inverted Lungs novel Radiography researcher ROC SARS-CoV-2 Spread the disease trained model transfer viral disease X-ray [DOI] 10.1007/s00521-021-06737-6 PMC 바로가기 [Article Type] S.I.: AI-based e-diagnosis
COFE-Net: An ensemble strategy for Computer-Aided Detection for COVID-19Research article Published on 2022-01-012022-10-05 Journal: Measurement [Category] 치료기술, [키워드] adjust adopted Analysis approach Biomedical measurement chest X-ray Classifier Classifier fusion CNN CNNs COFE-Net Combination confidence score COVID COVID-19 COVID-19 detection CT scan CXR dataset deep learning detect detection Effectiveness Efficacy Ensemble Experimental result Fuzzy integral help inception learning network Neural practitioners professional robust Support the disease therapy Volume [DOI] 10.1016/j.measurement.2021.110289 [Article Type] Research article
Wearable Devices, Smartphones, and Interpretable Artificial Intelligence in Combating COVID-19COVID-19 퇴치를 위한 웨어러블 기기, 스마트폰 및 해석 가능한 인공 지능Article Published on 2021-12-172022-09-10 Journal: Sensors (Basel, Switzerland) [Category] SARS, 치료기술, [키워드] abnormal change Accuracy affected approach artificial artificial intelligence collected combating COVID-19 COVID-19 detection dataset decision fusion Early detection Final generate Health health indicators heart rate heart rate variability HRV Infection Inflammation Inflammatory response intelligence Interpretation LIME Local log Measures minute natural language processing Patient Precision recall Recurrent Neural Network respiratory respiratory infection respiratory infections supported Symptom Variability wearables [DOI] 10.3390/s21248424 PMC 바로가기 [Article Type] Article
Human Body Performance with COVID-19 Affectation According to Virus Specification Based on Biosensor Techniques바이오센서 기법을 기반으로 한 바이러스 사양에 따른 COVID-19 영향에 따른 인체 성능Review Published on 2021-12-152022-09-10 Journal: Sensors (Basel, Switzerland) [Category] SARS, 치료기술, [키워드] analyzed biosensor biosensor application Body category change coronavirus detection COVID-19 COVID-19 detection COVID-19 diagnosis CRISPR disease effort Fecal–oral transmission Human human body human nature LAMP life next generation sequencing (NGS) NGS optical outbreak performance researcher respiratory RT-PCR SARS-CoV-2 SARS-CoV-2 detection SARS-CoV-2 virus specification technique Transmission transmission human exchange vertical vertical transmission virus virus spread with COVID-19 worldwide pandemic Wuhan Wuhan, China [DOI] 10.3390/s21248362 PMC 바로가기 [Article Type] Review