Body Image, Anxiety, and Bulimic Behavior during Confinement Due to COVID-19 in MexicoArticle Published on 2021-10-252022-10-31 Journal: International journal for equity in health [Category] COVID-19, [키워드] addressed Adults Analysis Anxiety Behavior Body body dissatisfaction Body image bulimic behavior conducted COVID-19 COVID-19 pandemic cross-sectional Effect evaluated Gender home confinement identify Image participant predictor Symptom [DOI] 10.3390/healthcare9111435 PMC 바로가기 [Article Type] Article
Boosting COVID-19 Image Classification Using MobileNetV3 and Aquila Optimizer AlgorithmArticle Published on 2021-10-222022-10-31 Journal: Information Sciences [Category] COVID-19, [키워드] Accuracy Algorithm Algorithms atomic orbital search backbone classification coronavirus disease COVID-19 Critical dataset deaths deep learning Diagnosis dynamic opposite-based learning early diagnosis experiment Feature selection Features Image IMPROVE Infectious disease metaheuristic Performance metrics reduce reduction selected X-ray [DOI] 10.3390/e23111383 PMC 바로가기 [Article Type] Article
COVID-19 pandemic in Africa: Is it time for water, sanitation and hygiene to climb up the ladder of global priorities?Article Published on 2021-10-152022-10-29 Journal: The Science of the total environment [Category] COVID-19, MERS, SARS, [키워드] Abstract Africa African alleviate Analysis assistance Bayesian behavioural build country COVID-19 COVID-19 pandemic Demographic factors development diarrhoea disease Effect example healthcare healthcare service high mortality hygiene identify Image implementation IMPROVE Improving incidence increase lack methodology Migrant remittances Mortality mortality rates MOST official Official development assistance other disease outbreak pandemic preventive measure Probability public health emergency reduced Remittance resource respiratory diseases respiratory infection respiratory infections Result SARS-CoV-2 selected significantly variable WASH [DOI] 10.1016/j.scitotenv.2021.148252 PMC 바로가기 [Article Type] 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
COVID-19 Diagnosis from CT Images with Convolutional Neural Network Optimized by Marine Predator Optimization Algorithm해양 포식자 최적화 알고리즘으로 최적화된 컨볼루션 신경망을 사용한 CT 이미지에서 코로나19 진단Research Article Published on 2021-10-122022-09-12 Journal: BioMed Research International [Category] 진단, [키워드] Accuracy Algorithm chest CT scan Chest CT scans Convolutional neural network coronavirus disease Coronavirus disease 2019 country COVID-19 COVID-19 infected patient dataset diagnosing diagnosis of COVID-19 F 1 score Final Government highest Image IMPROVE introduced network Neural optimization pandemic performed Precision Predator public health system public health systems reliability sensitivity Spread the disease [DOI] 10.1155/2021/5122962 PMC 바로가기 [Article Type] Research Article
COVID-19 Diagnosis from CT Images with Convolutional Neural Network Optimized by Marine Predator Optimization AlgorithmResearch Article Published on 2021-10-122022-10-27 Journal: BioMed Research International [Category] [키워드] Accuracy Algorithm chest CT scan country COVID-19 COVID-19 infected patient dataset diagnosing diagnosis of COVID-19 F 1 score Final Government highest Image IMPROVE introduced network Neural optimization pandemic performed Precision Predator public health system reliability sensitivity Spread the disease [DOI] 10.1155/2021/5122962 PMC 바로가기 [Article Type] Research Article
COVID-19 Diagnosis from CT Images with Convolutional Neural Network Optimized by Marine Predator Optimization AlgorithmResearch Article Published on 2021-10-122022-10-27 Journal: BioMed Research International [Category] COVID-19, MERS, SARS, [키워드] Accuracy Algorithm chest CT scan country COVID-19 COVID-19 infected patient dataset diagnosing diagnosis of COVID-19 F 1 score Final Government highest Image IMPROVE introduced network Neural optimization pandemic performed Precision Predator public health system reliability sensitivity Spread the disease [DOI] 10.1155/2021/5122962 PMC 바로가기 [Article Type] Research Article
COVID-19-Related Lung Involvement at Different Time Intervals: Evaluation of Computed Tomography Images With Semiquantitative Scoring System and COVID-19 Reporting and Data System ScoringRadiology Published on 2021-10-062022-10-31 Journal: Cureus [Category] COVID-19, [키워드] accompany addition analyzed Atypical atypical findings Chest CT Clinical sign CO-RADS COVID-19 CT finding CT severity score cut-off value determine diagnosed Diagnosis disease disease severity distribution evaluate evaluated examined Frequency Image in both group in both groups Involvement lesions lung material nine Other pandemic Patient patient group Pneumonia polymerase chain positive radiological radiological finding Reporting reverse transcription RT-PCR Scoring severity statistically significant statistically significant difference Symptom System the disease the mean the patient Thoracic Thoracic CT scan Thorax time two group [DOI] 10.7759/cureus.18554 PMC 바로가기 [Article Type] Radiology
An optimized KELM approach for the diagnosis of COVID-19 from 2D-SSA reconstructed CXR ImagesResearch article Published on 2021-10-012022-10-05 Journal: The British journal of oral & maxillofacial surger [Category] 변종, [키워드] 2-D SSA Accuracy Analysis approach chest X-ray Classifier competent component COVID-19 COVID-19 diagnosis CXR dataset Deep Learning Method Diagnosis diagnosis of COVID-19 ENhance experimental analysis extreme feature GLCM high mortality rate Image Infectious disease invasive KELM Kernel Non-invasive normal outperform parameter reconstructed RT-PCR test SSA time-consuming [DOI] 10.1016/j.ijleo.2021.167572 [Article Type] Research article
A Deep Learning Based Approach for Patient Pulmonary CT Image Screening to Predict Coronavirus (SARS-CoV-2) InfectionArticle Published on 2021-09-212022-10-31 Journal: Diagnostics [Category] COVID-19, [키워드] Accuracy acute respiratory disease candidate China collected convolution neural network country COVID-19 COVID-19 patient deep deep learning Deep Learning Model Epidemic evaluated healthy help Human identify Image infected with COVID-19 Infection learning location attention network machine learning nCOV-2019 Novel coronavirus Patient patients with influenza Pneumonia predict pulmonary pulmonary computed tomography responsible robust SARS-CoV-2 Screening Spread spread to variant virus Wuhan [DOI] 10.3390/diagnostics11091735 PMC 바로가기 [Article Type] Article