Virus Detection and Identification in Minutes Using Single-Particle Imaging and Deep Learning.

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第一作者： Nicolas,Shiaelis

第一单位： Biological Physics Research Group, Clarendon Laboratory, Department of Physics, University of Oxford, OxfordOX1 3PU, United Kingdom.

作者： Nicolas,Shiaelis ^[1] ; Alexander,Tometzki ^[1] ; Leon,Peto ^[2] ; Andrew,McMahon ^[3] ; Christof,Hepp ^[1] ; Erica,Bickerton ^[1] ; Cyril,Favard ^[4] ; Delphine,Muriaux ^[5] ; Monique,Andersson ^[5] ; Sarah,Oakley ^[6] ; Ali,Vaughan ^[3] ; Philippa C,Matthews ^[3] ; Nicole,Stoesser ^[2] ; Derrick W,Crook ^[7] ; Achillefs N,Kapanidis ^[2] ; Nicole C,Robb ^[2]

作者单位： Biological Physics Research Group, Clarendon Laboratory, Department of Physics, University of Oxford, OxfordOX1 3PU, United Kingdom. ^[1] Nuffield Department of Medicine, University of Oxford, OxfordOX3 9DU, United Kingdom. ^[2] Department of Microbiology, Oxford University Hospitals NHS Foundation Trust, OxfordOX3 9DU, United Kingdom. ^[3] The Pirbright Institute, Ash Road, Pirbright, Woking, SurreyGU24 0NF, United Kingdom. ^[4] Membrane Domains and Viral Assembly, IRIM, UMR 9004 CNRS and University of Montpellier, 1919, route de Mende, 34293Montpellier, France. ^[5] CEMIPAI, UMS 3725 CNRS and University of Montpellier, 1919, route de Mende, 34293Montpellier, France. ^[6] NIHR Oxford Biomedical Research Centre, University of Oxford, OxfordOX3 9DU, United Kingdom. ^[7] NIHR Health Protection Research Unit in Healthcare Associated Infections and Antimicrobial Resistance, in partnership with Public Health England, University of Oxford, OxfordOX3 9DU, United Kingdom. ^[8] The Kavli Institute for Nanoscience Discovery, University of Oxford, Dorothy Crowfoot Hodgkin Building, South Parks Road, OxfordOX1 3QU, United Kingdom. ^[9] Warwick Medical School, University of Warwick, CoventryCV4 7AL, United Kingdom. ^[10]

关键词 SARS-CoV-2 fluorescence microscopy influenza machine learning viral diagnostics

主题词人类(Humans);流感, 人(Influenza, Human);疾病大流行(Pandemics)

DOI 10.1021/acsnano.2c10159

PMID 36541630

发布时间 2023-08-01

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