Cargando…

Computed tomography–based COVID–19 triage through a deep neural network using mask–weighted global average pooling

BACKGROUND: There is an urgent need to find an effective and accurate method for triaging coronavirus disease 2019 (COVID-19) patients from millions or billions of people. Therefore, this study aimed to develop a novel deep-learning approach for COVID-19 triage based on chest computed tomography (CT...

Descripción completa

Detalles Bibliográficos
Autores principales:	Zhang, Hong-Tao, Sun, Ze-Yu, Zhou, Juan, Gao, Shen, Dong, Jing-Hui, Liu, Yuan, Bai, Xu, Ma, Jin-Lin, Li, Ming, Li, Guang, Cai, Jian-Ming, Sheng, Fu-Geng
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Frontiers Media S.A. 2023
Materias:	Cellular and Infection Microbiology
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10020619/ https://www.ncbi.nlm.nih.gov/pubmed/36936770 http://dx.doi.org/10.3389/fcimb.2023.1116285

Ejemplares similares

Bacterial contamination of medical face mask wearing duration and the optimal wearing time
por: Ding, Guotao, et al.
Publicado: (2023)

Deep metagenomic characterization of gut microbial community and function in preeclampsia
por: Lv, Li-Juan, et al.
Publicado: (2022)

Bacillus coagulans prevents the decline in average daily feed intake in young piglets infected with enterotoxigenic Escherichia coli K88 by reducing intestinal injury and regulating the gut microbiota
por: Zhang, Yanyan, et al.
Publicado: (2023)

Identifying key genes related to inflammasome in severe COVID-19 patients based on a joint model with random forest and artificial neural network
por: Ou, Haiya, et al.
Publicado: (2023)

Performance of human papillomavirus E6/E7 mRNA assay for primary cervical cancer screening and triage: Population-based screening in China
por: Zhang, Jing, et al.
Publicado: (2022)

Depletion of Intracellular Glutamine Pools Triggers Toxoplasma gondii Stage Conversion in Human Glutamatergic Neurons
por: Bando, Hironori, et al.
Publicado: (2022)

Multiomics and bioinformatics identify differentially expressed effectors in the brain of Toxoplasma gondii infected masked palm civet
por: Yuan, Hao, et al.
Publicado: (2023)

Gut Microbiome Alterations in Patients With Visceral Obesity Based on Quantitative Computed Tomography
por: Yan, Hang, et al.
Publicado: (2022)

Triage in the Time of Diphtheria
por: Habib, Hadiki, et al.
Publicado: (2020)

Prolonged mask wearing does not alter the oral microbiome, salivary flow rate or gingival health status – A pilot study
por: Au, Sheralyn, et al.
Publicado: (2022)

Polymorphisms of the MxA and MxB genes are associated with biochemical indices and viral subtypes in Yunnan HCV patients
por: He, Mengzhu, et al.
Publicado: (2023)

Analysis of risk factors for deep vein thrombosis after spinal infection surgery and construction of a nomogram preoperative prediction model
por: Xu, Dongcheng, et al.
Publicado: (2023)

Electrical synapses for a pooling layer of the convolutional neural network in retinas
por: Tsukamoto, Yoshihiko
Publicado: (2023)

Characterization of a Deep Sea Bacillus toyonensis Isolate: Genomic and Pathogenic Features
por: Luo, Jing-chang, et al.
Publicado: (2021)

Global prevalence and risk factors of Cryptosporidium infection in Equus: A systematic review and meta-analysis
por: Li, Xiao-Man, et al.
Publicado: (2022)

Computational methods for in situ structural studies with cryogenic electron tomography
por: Zhao, Cuicui, et al.
Publicado: (2023)

The Weight of Obesity in Immunity from Influenza to COVID-19
por: Andrade, Fernanda B., et al.
Publicado: (2021)

Characterization of the Esophageal Microbiota and Prediction of the Metabolic Pathways Involved in Esophageal Cancer
por: Li, Donghang, et al.
Publicado: (2020)

A Comparative Study of the Gut Microbiota Associated With Immunoglobulin a Nephropathy and Membranous Nephropathy
por: Dong, Ruijuan, et al.
Publicado: (2020)

Recombinant polymerase amplification combined with lateral flow strips for the detection of deep-seated Candida krusei infections
por: Zhao, Mengdi, et al.
Publicado: (2022)

Identification and validation of a pyroptosis-related signature in identifying active tuberculosis via a deep learning algorithm
por: Liu, Yuchen, et al.
Publicado: (2023)

Characterization of gut dominant microbiota in obese patients with nonalcoholic fatty liver disease
por: Jin, Li-ting, et al.
Publicado: (2023)

A First Study of the Virulence Potential of a Bacillus subtilis Isolate From Deep-Sea Hydrothermal Vent
por: Gu, Han-Jie, et al.
Publicado: (2019)

Short-term prognostic analysis of patients with systemic lupus erythematosus co-infection and comparison of mNGS and conventional microbiological test results
por: Zhao, Xi, et al.
Publicado: (2023)

Adipose-Derived Mesenchymal Stem Cells Ameliorating Pseudomonas aeruginosa–induced Acute Lung Infection via Inhibition of NLRC4 Inflammasome
por: Li, Lu-lu, et al.
Publicado: (2021)

Soybean isoflavones modulate gut microbiota to benefit the health weight and metabolism
por: Huang, Lili, et al.
Publicado: (2022)

Dysbiosis of Gut Microbiota Is an Independent Risk Factor of Stroke-Associated Pneumonia: A Chinese Pilot Study
por: Xia, Geng-Hong, et al.
Publicado: (2021)

CD103 Promotes the Pro-inflammatory Response of Gastric Resident CD4(+) T Cell in Helicobacter pylori-Positive Gastritis
por: Chen, Peiyu, et al.
Publicado: (2020)

High rate of invasive fungal infections during early cycles of azacitidine for patients with acute myeloid leukemia
por: Wang, Sing-Ting, et al.
Publicado: (2022)

Unraveling the Complexity of Imported Malaria Infections by Amplicon Deep Sequencing
por: He, Xi, et al.
Publicado: (2021)

A Deep Look at the Vaginal Environment During Pregnancy and Puerperium
por: Severgnini, Marco, et al.
Publicado: (2022)

iTRAQ-Based Global Phosphoproteomics Reveals Novel Molecular Differences Between Toxoplasma gondii Strains of Different Genotypes
por: Wang, Ze-Xiang, et al.
Publicado: (2019)

Differentiation of otitis media-causing bacteria and biofilms via Raman spectroscopy and optical coherence tomography
por: Locke, Andrea K., et al.
Publicado: (2022)

Association Between Cytomegalovirus and Epstein-Barr Virus Co-Reactivation and Hematopoietic Stem Cell Transplantation
por: Li, Shan-shan, et al.
Publicado: (2022)

The Transcriptional Differences of Avian CD4(+)CD8(+) Double-Positive T Cells and CD8(+) T Cells From Peripheral Blood of ALV-J Infected Chickens Revealed by Smart-Seq2
por: Dai, Manman, et al.
Publicado: (2021)

Leveraging 16S rRNA data to uncover vaginal microbial signatures in women with cervical cancer
por: Wu, Ming, et al.
Publicado: (2023)

The Endless Wars: Severe Fever With Thrombocytopenia Syndrome Virus, Host Immune and Genetic Factors
por: Wang, Min, et al.
Publicado: (2022)

Diagnosis values of Dectin-1 and IL-17 levels in plasma for invasive pulmonary aspergillosis in bronchiectasis
por: He, Qian, et al.
Publicado: (2022)

Betulinic Acid Exerts Cytoprotective Activity on Zika Virus-Infected Neural Progenitor Cells
por: Cavalcante, Bruno R. R., et al.
Publicado: (2020)

A bibliometric analysis of studies on the gut microbiota in cardiovascular disease from 2004 to 2022
por: Sheng, Ming, et al.
Publicado: (2023)

Cannot write session to /tmp/vufind_sessions/sess_vl4i9icoupbs4mtaeh4n3i0iad