Enhancing cervical cancer detection and robust classification through a fusion of deep learning modelsArticle Published on 2024-05-112024-09-05 Journal: Scientific Reports [Category] update2024, [키워드] Cancer cervical cancer classification deep neural network Health care machine learning Medical research PAP smear [DOI] 10.1038/s41598-024-61063-w PMC 바로가기 [Article Type] Article
Tongue feature recognition to monitor rehabilitation: deep neural network with visual attention mechanismarticle Published on 2024-05-092024-09-05 Journal: Frontiers in Bioengineering and Biotechnology [Category] update2024, [키워드] attention mechanism deep neural network rehabilitation tongue feature recognition Traditional Chinese medicine [DOI] 10.3389/fbioe.2024.1392513 PMC 바로가기 [Article Type] article
Optimizing the Clinical Direction of Artificial Intelligence With Health Policy: A Narrative Review of the LiteratureEmergency Medicine Published on 2024-04-162024-09-05 Journal: Cureus [Category] update2024, [키워드] ai and machine learning big data computer vision computer-aided detection computer-aided diagnosis convoluted neural network deep learning artificial intelligence deep neural network emergency medicine - emergency critical care - disaster medicine [DOI] 10.7759/cureus.58400 PMC 바로가기 [Article Type] Emergency Medicine
RUBICON: a framework for designing efficient deep learning-based genomic basecallersMethod Published on 2024-02-162024-09-05 Journal: Genome Biology [Category] update2024, [키워드] Basecalling deep neural network Genomics sequencing Hardware acceleration machine learning [DOI] 10.1186/s13059-024-03181-2 PMC 바로가기 [Article Type] Method
Explainable deep-neural-network supported scheme for tuberculosis detection from chest radiographsResearch Published on 2024-02-052024-09-05 Journal: BMC Medical Imaging [Category] update2024, [키워드] Class activation maps convolution neural network deep neural network explainable models LIME explainer Pre-trained model tuberculosis diagnosis [DOI] 10.1186/s12880-024-01202-x PMC 바로가기 [Article Type] Research
A novel multi-scale based deep convolutional neural network for detecting COVID-19 from X-raysResearch article Published on 2022-08-012022-10-05 Journal: Applied Soft Computing [Category] 진단, 치료기술, [키워드] Accuracy airway epithelial cell Antibody test Antigen baseline Chest computed tomography chest X-ray conducted COVID-19 COVID-19 diagnosis COVID-19 dissemination COVID-19 pandemic COVIDx CXR deep neural network develop diagnose Efficacy evaluate faster feature FIVE global public health infecting Internet of Things knowledge less limitation lung Lung infection molecular test MONITOR pandemic Patient Radiography researcher respiratory tract severity of COVID-19 Treatment variety X-ray [DOI] 10.1016/j.asoc.2022.109109 [Article Type] Research article
CAD systems for COVID-19 diagnosis and disease stage classification by segmentation of infected regions from CT imagesArticle Published on 2022-07-062023-06-19 Journal: BMC Bioinformatics [Category] MERS, [키워드] classification Computed tomography computer-aided diagnosis COVID-19 deep neural network machine learning Semantic segmentation Severity Score [DOI] 10.1186/s12859-022-04818-4 PMC 바로가기
Repurposing Multiple-Molecule Drugs for COVID-19-Associated Acute Respiratory Distress Syndrome and Non-Viral Acute Respiratory Distress Syndrome via a Systems Biology Approach and a DNN-DTI Model Based on Five Drug Design Specifications5가지 약물 설계 사양을 기반으로 하는 시스템 생물학 접근법 및 DNN-DTI 모델을 통한 COVID-19 관련 급성 호흡곤란 증후군 및 비바이러스성 급성 호흡곤란 증후군에 대한 다분자 약물 용도 변경Article Published on 2022-03-262022-09-11 Journal: International Journal of Molecular Sciences [Category] MERS, SARS, 바이오마커, 신약개발, 유전자 메커니즘, [키워드] acute respiratory distress acute respiratory distress syndrome advance AIC Akaike information criterion approach ARDS Biology Biomarker Biomarkers candidate drug candidate drugs clinical manifestation clinical manifestations convenience coronavirus disease Coronavirus disease 2019 COVID-19 COVID-19 patients COVID-19-associated ARDS criterion database deep neural network drug drug candidate drug design drug target drug-likeness drug-target DTI model Epidemic Epigenetic etiologic mechanism excretion False positive False positives Genetic help host-pathogen RNA-Seq data HPI-GWGEN information Interaction KEGG mechanism Mitigation Model morbidity morbidity and mortality non-viral ARDS Pathogenesis pathogenic pathophysiology pathway Pathways PNP predict predicted Regulation repurposing respiratory respiratory distress RNA sequencing SARS-CoV-2 sensitivity signaling pathway specification syndrome System Systems biology therapeutic option Therapeutic treatment Toxicity [DOI] 10.3390/ijms23073649 PMC 바로가기 [Article Type] Article
Automated Processing and Phenotype Extraction of Ovine Medical Images Using a Combined Generative Adversarial Network and Computer Vision Pipeline결합된 생성 적대 네트워크 및 컴퓨터 비전 파이프라인을 사용한 양의 의료 이미지 자동 처리 및 표현형 추출Article Published on 2021-10-312022-09-10 Journal: Sensors (Basel, Switzerland) [Category] MERS, SARS, 치료기술, [키워드] Accuracy animal science applied artificial intelligence automated automated medical image processing Cancer Combined computer computer vision condition COVID-19 CT scan CT scans deep learning deep neural network determine distribution Early detection extraction GAN generative adversarial network Genetic Image Image processing IMPROVE machine machine learning MOST network phenotype phenotype analysis Phenotypes processing sheep similarity speed tissue vision [DOI] 10.3390/s21217268 PMC 바로가기 [Article Type] Article
A novel classifier architecture based on deep neural network for COVID-19 detection using laboratory findingsResearch article Published on 2021-07-012022-10-05 Journal: Applied Soft Computing [Category] Coronavirus, 유전자 메커니즘, 치료기술, [키워드] ABC algorithm Accuracy Achieved affected AUC Blood Blood findings classification Classifier Coronavirus disease 2019 COVID-19 COVID-19 disease deaths deep learning deep neural network diagnose diagnosis of COVID-19 disease genetic difference Interpretation Laboratory Precision recall suggested was obtained [DOI] 10.1016/j.asoc.2021.107329 [Article Type] Research article