Feature-level ensemble approach for COVID-19 detection using chest X-ray images흉부 X선 영상을 사용한 COVID-19 탐지를 위한 기능 수준 앙상블 접근 방식Article Published on 2022-07-142022-09-11 Journal: PLoS ONE [Category] COVID19(2023년), SARS, 치료기술, [키워드] abnormality acute respiratory syndrome acute respiratory syndrome coronavirus addition approach automated baseline chest X-ray Chest X-ray image collected composed coronavirus coronavirus disease Coronavirus disease 2019 country COVID-19 COVID-19 patient COVID-19 patients dataset datasets deep learning demonstrated diagnoses disease experiments feature Features healthy control healthy controls Intervention Laboratory testing Local machine learning classifiers Metrics Patient Pneumonia producing provided SARS CoV SARS CoV-2 severe acute respiratory syndrome Coronavirus severe acute respiratory syndrome coronavirus 2 susceptible Thoracic time-consuming [DOI] 10.1371/journal.pone.0268430 PMC 바로가기 [Article Type] Article
Non-iterative learning machine for identifying CoViD19 using chest X-ray images흉부 X선 영상을 이용한 CoViD19 식별을 위한 비반복 학습기Article Published on 2022-07-132022-09-11 Journal: Scientific Reports [Category] COVID19(2023년), SARS, 변종, 치료기술, [키워드] Accuracy automated chest X-ray Chest X-ray image Chest X-ray images communicable Contact contributed delta variant disease Efficacy globe help infecting iterative majority Mutation omicron Panic patients performed Pneumonia severity shown speed Symptom variant virus [DOI] 10.1038/s41598-022-15268-6 PMC 바로가기 [Article Type] Article
Dealing with distribution mismatch in semi-supervised deep learning for COVID-19 detection using chest X-ray images: A novel approach using feature densitiesResearch article Published on 2022-07-012022-10-05 Journal: Applied Soft Computing [Category] 치료기술, [키워드] Accuracy approach can be used chest X-ray Chest X-ray image Chest X-ray images Computer aided diagnosis conditions coronavirus COVID-19 dataset datasets deep learning distribution Distribution mismatch effective Effectiveness IMPROVE MixMatch observation Out of distribution detection pandemic Semi-supervised deep learning subject [DOI] 10.1016/j.asoc.2022.108983 [Article Type] Research article
Vulture-Based AdaBoost-Feedforward Neural Frame Work for COVID-19 Prediction and Severity Analysis SystemVulture-Based AdaBoost-Feedforward Neural Frame Work for COVID-19 예측 및 심각도 분석 시스템Article Published on 2022-06-012022-09-11 Journal: Interdisciplinary sciences, computational life sci [Category] COVID19(2023년), SARS, 치료기술, [키워드] Accuracy affected Affected part tracking Analysis chest X-ray Chest X-ray image Chest X-ray images complexity COVID COVID-19 COVID-19 disease COVID-19 severity death deep learning develop disease early stage error rate Feature extraction human body humans identify initial involved machine learning mechanism Neural offer prediction reduce required Research researcher risk Segmentation severity Severity analysis. spread of COVID-19 System virus Vulture work X-ray [DOI] 10.1007/s12539-022-00505-3 PMC 바로가기 [Article Type] Article
COVID-19 prognosis using limited chest X-ray imagesResearch article Published on 2022-06-012022-10-05 Journal: Applied Soft Computing [Category] 진단, 치료기술, [키워드] affected AI for COVID-19 automated backbone chain Chest radiography Chest X-ray image claimed collected Community COVID-19 COVID-19 detection from limited data COVID-19 detection using CXR COVID-19 diagnosis COVID-19 prognosis Critical CXR dataset deep learning develop diagnostic disease early stage Effectiveness feature Features global pandemic highlighting Local pandemic Patient Predictive radiologist Research RT-PCR Self-supervised learning Spread [DOI] 10.1016/j.asoc.2022.108867 [Article Type] Research article
Automatic detection of pneumonia in chest X-ray images using textural features조직학적 특징을 이용한 흉부 X선 영상에서 폐렴 자동 검출Article Published on 2022-06-012022-09-11 Journal: Computers in biology and medicine [Category] COVID19(2023년), SARS, 치료기술, [키워드] Accuracy Algorithm artificial artificial intelligence Automatic Biomarker Biomarkers characterisation chest imaging chest X-ray Chest X-ray image Chest X-ray images composed COVID-19 COVID-19 pandemic Critical dataset detect Diagnosis diagnostic Diagnostic imaging feature forest Fractal Fractal dimension Histon Infection intelligence management Model pathology Pneumonia Radiomics Random forest Repository second sensitivity Superpixels support vector machine Symptom tested Triage Validity was used were used X-ray [DOI] 10.1016/j.compbiomed.2022.105466 PMC 바로가기 [Article Type] Article
COVID-CCD-Net: COVID-19 and colon cancer diagnosis system with optimized CNN hyperparameters using gradient-based optimizerCOVID-CCD-Net: Gradient 기반 옵티마이저를 사용하여 CNN 하이퍼파라미터를 최적화한 COVID-19 및 대장암 진단 시스템Article Published on 2022-06-012022-09-11 Journal: Medical & biological engineering & computing [Category] COVID19(2023년), SARS, 치료기술, [키워드] Affect Algorithm Analysis approach Cancer Chain Reaction chest X-ray Chest X-ray image CNN Colon Colon cancer Colon cancer diagnosis Colorectal cancer Convolutional neural network convolutional neural network (CNN) coronavirus coronavirus disease coronavirus disease-2019 COVID-19 Darknet datasets demonstrated diagnose Diagnosis diagnosis of COVID-19 disease early stage epidermal epidermal growth factor epithelial epoch Gradient-based optimizer (GBO) growth factor healthcare Hyperparameter optimization. Microarray National pandemic parameter PCR test polymerase chain reaction receptor Region reverse transcription Reverse transcription-polymerase chain reaction RT-PCR significantly symptoms of COVID-19 the disease Viral pneumonia were used X-ray [DOI] 10.1007/s11517-022-02553-9 PMC 바로가기 [Article Type] Article
CNN supported automated recognition of Covid-19 infection in chest X-ray imagesResearch article Published on 2022-05-082022-10-05 Journal: Sensors (Basel, Switzerland) [Category] 치료기술, [키워드] Accuracy Algorithm analyzed automated Automatic automatically calculated Canny algorithm chest X-ray Chest X-ray image CNN collected complex coronavirus dataset Diagnosis identify IMPROVE Infection initial Keeping knowledge lung Lungs PCR test Python PyTorch recognize Repository Resnet18 sensitivity specificity supported X-ray [DOI] 10.1016/j.matpr.2022.05.003 [Article Type] Research article
Deep multi-view feature learning for detecting COVID-19 based on chest X-ray imagesResearch article Published on 2022-05-012022-10-05 Journal: Biomedical Signal Processing and Control [Category] 치료기술, [키워드] abnormality Accuracy assist Chest X-ray image CNN Community complementary contagious COVID-19 COVID-19 case COVID-19 patients deep deep learning disease early diagnosis Effectiveness experiment extreme learning machine f-score feature Features Health high accuracy Infectious disease information Multi-view learning pandemic Pneumonia Precision provide Result sensitivity specificity Spread X-ray [DOI] 10.1016/j.bspc.2022.103595 [Article Type] Research article
Integrating bio medical sensors in detecting hidden signatures of COVID-19 with Artificial intelligenceResearch article Published on 2022-05-012022-10-05 Journal: Measurement [Category] 바이오마커, 치료기술, [키워드] artificial intelligence Biomarker Biomarkers biomedical sensor biomedical sensors blood pressure calibration plot Chest X-ray image collected correlated COVID-19 COVID-19 pandemic COVID-19 patient Detection limit hidden Hidden signatures identify Measures Medical instruments Metrics pandemic parameter perceptron physical physiological Quantifiable Measures resource robust sensitivity specificity Stress utility [DOI] 10.1016/j.measurement.2022.111054 [Article Type] Research article