SCovNet: A skip connection-based feature union deep learning technique with statistical approach analysis for the detection of COVID-19Original Research Article Published on 2023-02-152024-09-05 Journal: Biocybernetics and Biomedical Engineering [Category] update2024, [키워드] CNN COVID-19 deep learning Image augmentation Skip connection X-ray images [DOI] 10.1016/j.bbe.2023.01.005 PMC 바로가기 [Article Type] Original Research Article
Deep learning-based approach for detecting COVID-19 in chest X-raysResearch article Published on 2022-09-012022-10-05 Journal: Biomedical Signal Processing and Control [Category] 진단, 치료기술, [키워드] Accuracy addition Algorithm approach assist chest X-ray Chest X-ray images clinician CNN COVID COVID-19 dataset deep deep learning diagnose Diagnosis diagnostic disease evaluated Experimental result expressing Health identify Infection MobileNetv2 network Neural normal outperform patients with COVID-19 Radiologists ResNet50 suggested Treatment X-ray X-ray images [DOI] 10.1016/j.bspc.2022.103977 [Article Type] Research article
SEL-COVIDNET: An intelligent application for the diagnosis of COVID-19 from chest X-rays and CT-scansResearch article Published on 2022-08-242022-10-05 Journal: Informatics in Medicine Unlocked [Category] 진단, 치료기술, [키워드] Accuracy alleviate analyzed approach automated average chest X-ray classification Computed tomography correlation coefficient COVID-19 COVID-19 pandemic COVID-19 patients CT-scan CT-scans datasets deep deep learning demonstrated diagnosing diagnosis of COVID-19 Effectiveness effort evaluated implementation include learning MCC nine offer pandemic Pneumonia Precision professionals researcher sensitivity specificity transfer transfer learning Treatment X-ray images [DOI] 10.1016/j.imu.2022.101059 [Article Type] Research article
COVID-19 Detection in CT/X-ray Imagery Using Vision TransformersArticle Published on 2022-02-182022-10-30 Journal: Journal of Personalized Medicine [Category] COVID-19, [키워드] Accuracy adopted Analysis backbone composed Computed tomography COVID-19 datasets deep deep learning demonstrated detection disease evaluated evidenced exhibit imagery imaging test methodology Precision recall specificity Spread training data transformer vision vision transformer X-ray X-ray images [DOI] 10.3390/jpm12020310 PMC 바로가기 [Article Type] Article
A critic evaluation of methods for COVID-19 automatic detection from X-ray imagesResearch article Published on 2021-12-012022-10-05 Journal: Information Fusion [Category] 치료기술, [키워드] automatic detection Classifier Convolutional neural networks COVID-19 COVID-19 diagnosis creating dataset evaluate lung Lungs not correlated protocol Research researcher testing protocol X-ray X-ray images [DOI] 10.1016/j.inffus.2021.04.008 [Article Type] Research article
COVID-19 Detection from X-ray Images using Multi-Kernel-Size Spatial-Channel Attention NetworkResearch article Published on 2021-11-012022-10-05 Journal: Sensors (Basel, Switzerland) [Category] 치료기술, [키워드] Accuracy Attention automatically Characteristics Chest X-ray image Chest X-ray images coronavirus COVID-19 COVID-19 patient COVID-19 positive patient database deep learning detect detection Diagnosis Early detection Experimental result first stage Health help identify Image IMPROVE initiative Isolation mechanism Multi-scale network novel coronavirus 2019 patchy Prevent Prognosis Spread stages the patient X-ray X-ray images [DOI] 10.1016/j.patcog.2021.108055 [Article Type] Research article
Fine-Tuning Convolutional Neural Networks for COVID-19 Detection from Chest X-ray ImagesArticle Published on 2021-10-132022-10-31 Journal: Diagnostics [Category] COVID-19, [키워드] Activation assist can be used chest X-ray clinical information CNN complementary Convolutional neural network COVID-19 COVID-19 pandemic CXR dataset detect detection downstream evaluated experiment feature grad-CAM Image knowledge mechanism network Neural performed radiologist respiratory diseases RT-PCR screening strategy training data transfer transfer learning X-ray X-ray images [DOI] 10.3390/diagnostics11101887 PMC 바로가기 [Article Type] Article
COV-VGX: An automated COVID-19 detection system using X-ray images and transfer learningResearch article Published on 2021-09-172022-10-05 Journal: Informatics in Medicine Unlocked [Category] 치료기술, [키워드] Accuracy automated automatically Chest X-ray images Classifier classifiers CNN contribute coronavirus coronavirus disease COVID-19 dataset deep learning detection system develop diagnosing disease evaluated experiment Extensive feasible feature help Pneumonia Precision predict recall transfer transfer learning VGG-16 X-ray X-ray images [DOI] 10.1016/j.imu.2021.100741 [Article Type] Research article
Detection of COVID-19 Using Transfer Learning and Grad-CAM Visualization on Indigenously Collected X-ray Dataset고유하게 수집된 X선 데이터 세트에 대한 전이 학습 및 Grad-CAM 시각화를 사용한 COVID-19 감지Article Published on 2021-08-292022-09-10 Journal: Sensors (Basel, Switzerland) [Category] MERS, SARS, 변종, 치료기술, [키워드] Accuracy Activation affected applied artificial intelligence calculated Chest chest radiographs chest X-ray Chest X-ray image Chest X-ray images classification CNN Confusion confusion matrices COVID-19 COVID-19 outbreak CT scan CT scans dataset detection diagnose Diagnosis early stages feature heatmap highlight Kaggle learning parameters Patient PCR test performed Precision recall Research specificity transfer transfer learning variant virus Visualization was collected were used X-ray X-ray images [DOI] 10.3390/s21175813 PMC 바로가기 [Article Type] Article
Overview of deep learning models for identification Covid-19Research article Published on 2021-06-112022-10-05 Journal: Sensors (Basel, Switzerland) [Category] 진단, [키워드] Accuracy affected affecting automatic detection Chest X-ray image Corona virus COVID-19 COVID-19 pandemic creating CT-images deep learning Deep learning models defined Diagnosis Diagnostic method effective Health highest Identification Covid-19 individual individuals infected individual infected with COVID-19 lung pandemic patchy Prevent provide reported Respiratory system Spread virus virus spread X-ray X-ray images [DOI] 10.1016/j.matpr.2021.05.553 [Article Type] Research article