COVID-19 diagnosis using chest CT scans and deep convolutional neural networks evolved by IP-based sine-cosine algorithmArticle Published on 2022-10-012022-11-16 Journal: Medical & biological engineering & computing [Category] COVID19(2023년), SARS, 변종, [키워드] Accuracy Algorithm approach chest CT scan Chest CT scans Computed tomography Convolution COVID-19 COVID-19 diagnosis COVID-19 virus CPU datasets DCNNs determine Diagnosis disease ENhance examined faster Final FIVE generate GPU improvement Internet Internet protocol address lung Lung CT Metrics operative polymerase chain Precision Prevalence protocol ROC SARS-CoV-2 sensitivity Seven Sine-cosine algorithm. specificity subject suggested the SARS-CoV-2 variant [DOI] 10.1007/s11517-022-02637-6 PMC 바로가기
A GPU-accelerated compute framework for pathogen genomic variant identification to aid genomic epidemiology of infectious disease: a malaria case study전염병의 게놈 역학을 지원하기 위한 병원체 게놈 변이체 식별을 위한 GPU 가속 컴퓨팅 프레임워크: 말라리아 사례 연구Article Published on 2022-09-202022-11-16 Journal: Briefings in Bioinformatics [Category] 말라리아, 변종, 유전자 메커니즘, [키워드] accelerated Accuracy COVID-19 pandemic dataset demonstrated disease Diseases effort epidemiological Epidemiology genomes genomic genomic data GPU malaria pathogen pathogen genomics Plasmodium falciparum malaria reduced reproducibility sequence SNPs Surveillance transmission pattern variant Variant calling whole-genome sequencing [DOI] 10.1093/bib/bbac314 PMC 바로가기
Two-stage hybrid network for segmentation of COVID-19 pneumonia lesions in CT images: a multicenter studyCT 이미지에서 COVID-19 폐렴 병변 분할을 위한 2단계 하이브리드 네트워크: 다기관 연구Multicenter Study Published on 2022-09-012022-09-11 Journal: Medical & biological engineering & computing [Category] COVID19(2023년), SARS, 치료기술, [키워드] Accuracy approach Automatic automatically characteristic Chest computed tomography Computed tomography COVID-19 COVID-19 diagnosis COVID-19 pneumonia Diagnosis Dice evaluated GPU hospitals identify Infected lesion segmentation lesion limitations lung manifestation memory multicenter outbreak Pneumonia pneumonia lesion Prognosis radiologist Radiologists regions required Screening sensitivity Seven specificity two-dimensional [DOI] 10.1007/s11517-022-02619-8 PMC 바로가기 [Article Type] Multicenter Study
Efficacy of Transfer Learning-based ResNet models in Chest X-ray image classification for detecting COVID-19 PneumoniaResearch article Published on 2022-05-012022-10-05 Journal: Chemometrics and Intelligent Laboratory Systems [Category] 진단, 치료기술, [키워드] Accuracy Analysis approach assist automatic detection build carried CNN complex computer COVID-19 COVID-19 diagnosis COVID-19 infection CPU CXR dataset datasets deep deep learning diagnostic dominant early diagnosis effective Effectiveness epidemiological evaluate facilitate FIVE fraction GPU highest individuals with COVID-19 Laboratory laboratory data laboratory measure learning network Neural PCR polymerase chain Precision problems Resnet ResNet model sensitivity specificity stages Symptom tissues transfer learning variant vision X-ray [DOI] 10.1016/j.chemolab.2022.104534 [Article Type] Research article
Feature-Based Sentimental Analysis on Public Attention towards COVID-19 Using CUDA-SADBM Classification ModelArticle Published on 2021-12-232022-10-29 Journal: Sensors (Basel, Switzerland) [Category] Coronavirus, SARS, [키워드] accelerated Accuracy affected Algorithm Analysis applied Attention calculated classification Classifier classifiers collected country COVID-19 COVID-19 pandemic CPU CUDA Facebook GPU Health Logistic regression media Miner Model pandemic parallel processing provide Public Research reviews SADBM spread to unique website with COVID-19 [DOI] 10.3390/s22010080 PMC 바로가기 [Article Type] Article
Assembly of Biomolecular Gigastructures and Visualization with the Vulkan Graphics APIArticle Published on 2021-09-162022-10-29 Journal: Journal of Chemical Information and Modeling [Category] COVID-19, MERS, SARS, [키워드] Algorithm API assembly automated block bouton building can be used cells conformations Creative Common displaying downloaded Essential Giant GPU Graphics HIV implementation introduced limit memory molecular Molecular dynamics simulation platform presynaptic reduce reduced required SARS-CoV-2 significantly Structure structures View virus particle Visualization [DOI] 10.1021/acs.jcim.1c00743 PMC 바로가기 [Article Type] Article
A novel deep learning based method for COVID-19 detection from CT imageResearch article Published on 2021-09-012022-10-05 Journal: Biomedical Signal Processing and Control [Category] 치료기술, [키워드] Accuracy auxiliary Batch normalization block Combination COVID-19 COVID-19 detection method COVID-19 diagnosis Critical dataset deep learning Deep Learning Model Diagnosis Disease diagnosis evaluate excitation expressed function GPU help identify information limitation Metrics Mish function normalization pandemic parameter patients Prevent Public Hospital rate of infection recent Spread Squeeze virus virus infection was used WHO World Health Organization [DOI] 10.1016/j.bspc.2021.102987 [Article Type] Research article
AI-driven multiscale simulations illuminate mechanisms of SARS-CoV-2 spike dynamicsSpecial Issue Papers Published on 2021-09-012022-10-29 Journal: The International Journal of High Performance Computing Applications [Category] COVID-19, [키워드] accelerate AI Complete complex computational virology conformational COVID19 deep learning develop flexible glycan GPU heterogeneous HPC human ACE2 receptor Interaction mechanism modulating molecular molecular dynamics multiscale simulation resource SARS-CoV-2 SARS-CoV-2 spike SARS-CoV-2 viral Spike protein Summit the SARS-CoV-2 variety viral infection virus weighted ensemble [DOI] 10.1177/10943420211006452 PMC 바로가기 [Article Type] Special Issue Papers
Quantum algorithm for quicker clinical prognostic analysis: an application and experimental study using CT scan images of COVID-19 patientsResearch Article Published on 2021-07-302022-10-27 Journal: BMC Medical Informatics and Decision Making [Category] Coronavirus, SARS, [키워드] Accuracy Algorithm artificial intelligence average Clinical practice CNN complex conducted COVID-19 COVID-19 patient CT scan deep learning diagnosing Diagnosis disease Efficacy Efficiency evaluate exhibiting faster GPU Healthcare system implementation India machine learning Machine learning algorithms Medical imaging and analysis Medical informatics outperform Pneumonia problems prognostic quantum Quantum neural networks recall required Research Result Sample size Stress tomography Treatment [DOI] 10.1186/s12911-021-01588-6 PMC 바로가기 [Article Type] Research Article
A Deep Learning-Based Camera Approach for Vital Sign Monitoring Using Thermography Images for ICU PatientsICU 환자를 위한 열화상 영상을 사용한 생체 신호 모니터링을 위한 딥 러닝 기반 카메라 접근 방식Article Published on 2021-02-212022-08-13 Journal: Sensors (Basel, Switzerland) [Category] 임상, [키워드] addition Algorithm Algorithms applied bpm camera camera-based vital sign measurement Chest clinical trial Combination conducted COVID-19 pandemic deep deep learning detect determine extraction Fever fevers Frequency GPU head ICU ICU monitoring Image increasingly infections infrared frame infrared frames infrared thermography intensive care intensive care unit intersection over union investigated IRT mean absolute error mean average precision medical examinations module MONITOR monitoring object detection object detector optical flow optical flow algorithm Patient Region respiratory rate SIGN skin temperature temperature test dataset the patient thermography union validation Vital vital sign vital signs was performed was used YOLOv4 YOLOv4-Tiny [DOI] 10.3390/s21041495 PMC 바로가기 [Article Type] Article