Seizure prediction in stroke survivors who experienced an infection at skilled nursing facilities—a machine learning approachPhysiology Original Research Published on 2024-05-302024-09-05 Journal: Frontiers in Physiology [Category] update2024, [키워드] binary classification Infection machine learning Minimum data set Seizure skilled nursing facility stroke [DOI] 10.3389/fphys.2024.1399374 PMC 바로가기 [Article Type] Physiology Original Research
CoviXNet: A novel and efficient deep learning model for detection of COVID-19 using chest X-Ray imagesResearch article Published on 2022-09-012022-10-05 Journal: Biomedical Signal Processing and Control [Category] 치료기술, [키워드] Accuracy artificial assist binary classification Chest chest X-ray Chest X-ray images Convolutional neural networks COVID-19 CoviXNet curated dataset datasets death deep learning Deep transfer learning detect duplicates Effects Efficiency exceptional exhibited intelligence mental health normal pandemic physical Pneumonia produced researcher shown subject variant virus was performed X-ray [DOI] 10.1016/j.bspc.2022.103848 [Article Type] Research article
Reciprocal perspective as a super learner improves drug-target interaction prediction (MUSDTI) Research Published on 2022-08-022022-10-05 Journal: Scientific Reports [Category] 신약개발, [키워드] binary classification binding affinity computation computational method Course Critical database Davis Diseases Drug discovery drug-target drug-target interaction effort experiment experimental design generate IMPROVE interact Interaction Meta outperform Perspective physically predictor Protein public health Reciprocal student transfer [DOI] 10.1038/s41598-022-16493-9 [Article Type] Research
Classification and detection of COVID-19 X-Ray images based on DenseNet and VGG16 feature fusionResearch article Published on 2022-08-012022-10-05 Journal: Biomedical Signal Processing and Control [Category] 치료기술, [키워드] Accuracy auxiliary average binary classification caused Chest chest X-ray Chest X-ray image classification clinician coronavirus COVID-19 deep learning DenseNet Diagnosis effective feature fusion Features global public health image classification Infectious disease information mechanism novel coronavirus disease Radiologists SARS-CoV-2 Spread syndrome VGG16 X-ray [DOI] 10.1016/j.bspc.2022.103772 [Article Type] Research article
A handheld intelligent single-molecule binary bioelectronic system for fast and reliable immunometric point-of-care testing빠르고 안정적인 면역 측정 현장 검사를 위한 휴대용 지능형 단일 분자 이원 생체 전자 시스템Article Published on 2022-07-082022-09-11 Journal: Science Advances [Category] COVID19(2023년), SARS, 치료기술, [키워드] Accuracy Antigen antigenic artificial intelligence assays binary classification Blood cartridge detect diagnostic diagnostic sensitivity early diagnosis handling Immunoglobulin Immunoglobulin G lack limit Molecular tests Patient pilot clinical trial platform point-of-care Protein reliability Saliva SARS-CoV-2 virus sensitivity serum simplicity smart device specificity Swab The diagnostic sensitivity the SARS-CoV-2 virus [DOI] 10.1126/sciadv.abo0881 PMC 바로가기 [Article Type] Article
Audio texture analysis of COVID-19 cough, breath, and speech soundsResearch article Published on 2022-07-012022-10-05 Journal: Biomedical Signal Processing and Control [Category] 바이오마커, 치료기술, [키워드] Accuracy Analysis asthmatic Audio texture binary classification breath coronavirus disease cough COVID-19 COVID-19 negative diagnose experiments feature Haralick features healthy help highest initial screening LBP Local Local binary pattern Non-COVID-19 polymerase chain reaction positive remote monitoring resources reverse transcription RT-PCR Spectrogram speech was done was obtained [DOI] 10.1016/j.bspc.2022.103703 [Article Type] Research article
Challenges of deep learning methods for COVID-19 detection using public datasetsResearch article Published on 2022-04-132022-10-05 Journal: Informatics in Medicine Unlocked [Category] 치료기술, [키워드] Accuracy aggregate automated binary classification challenge Characteristics Chest computed tomography and X-ray clinical settings Community Convolutional neural networks COVID-19 COVID-19 disease COVID-19 pandemic COVID-19 patient dataset deep Deep Learning Method disease distribution Ensemble classifier experiment Final highlighting hospital Hypothesis Improvements independent learning network outcome pathology Probability Recognition reported Research separate data source code training data [DOI] 10.1016/j.imu.2022.100945 [Article Type] Research 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
SARS-CoV-2 Omicron (B.1.1.529) Variant: Corticosteroids Treatment/Respiratory CoinfectionSARS-CoV-2 오미크론(B.1.1.529) 변종: 코르티코스테로이드 치료/호흡기 동시 감염Article Published on 2022-03-032022-09-11 Journal: Frontiers in Immunology [Category] SARS, 변종, [키워드] Abstract B.1.1.529 binary classification binary classification of chronic diseases Chronic diseases Co-infection Coinfection COVID-19 omicron Omicron variant regulatory T cells SARS-CoV-2 T cells [DOI] 10.3389/fimmu.2022.856072 PMC 바로가기 [Article Type] Article
COVID-19 disease diagnosis from paper-based ECG trace image data using a novel convolutional neural network model새로운 컨볼루션 신경망 모델을 사용하여 종이 기반 ECG 추적 이미지 데이터에서 COVID-19 질병 진단Article Published on 2022-03-012022-09-11 Journal: Physical and engineering sciences in medicine [Category] SARS, 치료기술, [키워드] Abnormalities abnormality Accuracy addition alternative method alternative methods AUC value binary classification cardiovascular cardiovascular diseases Cardiovascular diseases diagnosis cardiovascular system caused clinical clinician Convolutional neural network Convolutional neural networks COVID-19 COVID-19 diagnosis COVID-19 disease COVID-19 infected patient COVID-19 infected patients COVID-19 pandemic COVID-19 patients COVID-19 virus deep deep learning detect Diagnosis diagnosis of COVID-19 Diagnostic method disease ECG Electrocardiography heartbeat Impact infected patients limitations machine machine learning Medical imaging multi-classification Myocardial Myocardial infarction network model Neural normal pandemic PCR tests Respiratory system RT-PCR test shown Treatment treatment of COVID-19 patients [DOI] 10.1007/s13246-022-01102-w PMC 바로가기 [Article Type] Article