<> <http://www.w3.org/2000/01/rdf-schema#comment> "The repository administrator has not yet configured an RDF license."^^<http://www.w3.org/2001/XMLSchema#string> . <> <http://xmlns.com/foaf/0.1/primaryTopic> <https://discovery.ucl.ac.uk/id/eprint/10196300> . <https://discovery.ucl.ac.uk/id/eprint/10196300> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://purl.org/ontology/bibo/AcademicArticle> . <https://discovery.ucl.ac.uk/id/eprint/10196300> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://purl.org/ontology/bibo/Article> . <https://discovery.ucl.ac.uk/id/eprint/10196300> <http://purl.org/dc/terms/title> "AI-assisted smartphone-based colorimetric biosensor for visualized, rapid and sensitive detection of pathogenic bacteria"^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/eprint/10196300> <http://purl.org/ontology/bibo/abstract> "Accurate and effective detection is essential to against bacterial infection and contamination. Novel biosensors, which detect bacterial bioproducts and convert them into measurable signals, are attracting attention. We developed an artificial intelligence (AI)-assisted smartphone-based colorimetric biosensor for the visualized, rapid, sensitive detection of pathogenic bacteria by measuring the bacteria secreted hyaluronidase (HAase). The biosensor consists of the chlorophenol red-β-D-galactopyranoside (CPRG)-loaded hyaluronic acid (HA) hydrogel as the bioreactor and the β-galactosidase (β-gal)-loaded agar hydrogel as the signal generator. The HAase degrades the bioreactor and subsequently determines the release of CPRG, which could further react with β-gal to generate signal colors. The self-developed YOLOv5 algorithm was utilized to analyze the signal colors acquired by smartphone. The biosensor can provide a report within 60 min with an ultra-low limit of detection (LoD) of 10 CFU/mL and differentiate between gram-positive (G+) and gram-negative (G-) bacteria. The proposed biosensor was successfully applied in various areas, especially the evaluation of infections in clinical samples with 100% sensitivity. We believe the designed biosensor has the potential to represent a new paradigm of \"ASSURED\" bacterial detection, applicable for broad biomedical uses."^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/eprint/10196300> <http://purl.org/dc/terms/date> "2024-09" . <https://discovery.ucl.ac.uk/id/document/1770136> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://purl.org/ontology/bibo/Document> . <https://discovery.ucl.ac.uk/id/eprint/10196300> <http://purl.org/ontology/bibo/volume> "259" . <https://discovery.ucl.ac.uk/id/org/ext-f308aad1ef8f70546c3a197f104f2ad5> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://xmlns.com/foaf/0.1/Organization> . <https://discovery.ucl.ac.uk/id/org/ext-f308aad1ef8f70546c3a197f104f2ad5> <http://xmlns.com/foaf/0.1/name> "Elsevier"^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/eprint/10196300> <http://purl.org/dc/terms/publisher> <https://discovery.ucl.ac.uk/id/org/ext-f308aad1ef8f70546c3a197f104f2ad5> . <https://discovery.ucl.ac.uk/id/publication/ext-cb0b82491127ec30ad6b597540cf2316> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://purl.org/ontology/bibo/Collection> . <https://discovery.ucl.ac.uk/id/publication/ext-cb0b82491127ec30ad6b597540cf2316> <http://xmlns.com/foaf/0.1/name> "Biosensors and Bioelectronics"^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/eprint/10196300> <http://purl.org/dc/terms/isPartOf> <https://discovery.ucl.ac.uk/id/publication/ext-cb0b82491127ec30ad6b597540cf2316> . <https://discovery.ucl.ac.uk/id/eprint/10196300> <http://purl.org/ontology/bibo/status> <http://purl.org/ontology/bibo/status/published> . <https://discovery.ucl.ac.uk/id/eprint/10196300> <http://purl.org/dc/terms/creator> <https://discovery.ucl.ac.uk/id/person/ext-0d81be7cd54374d8b2ecfcf2fb95ef2b> . <https://discovery.ucl.ac.uk/id/eprint/10196300> <http://purl.org/ontology/bibo/authorList> <https://discovery.ucl.ac.uk/id/eprint/10196300#authors> . <https://discovery.ucl.ac.uk/id/eprint/10196300#authors> <http://www.w3.org/1999/02/22-rdf-syntax-ns#_1> <https://discovery.ucl.ac.uk/id/person/ext-0d81be7cd54374d8b2ecfcf2fb95ef2b> . <https://discovery.ucl.ac.uk/id/eprint/10196300> <http://purl.org/dc/terms/creator> <https://discovery.ucl.ac.uk/id/person/ext-58859811ba6d20042d39ae60345a2560> . <https://discovery.ucl.ac.uk/id/eprint/10196300> <http://purl.org/ontology/bibo/authorList> <https://discovery.ucl.ac.uk/id/eprint/10196300#authors> . <https://discovery.ucl.ac.uk/id/eprint/10196300#authors> <http://www.w3.org/1999/02/22-rdf-syntax-ns#_2> <https://discovery.ucl.ac.uk/id/person/ext-58859811ba6d20042d39ae60345a2560> . <https://discovery.ucl.ac.uk/id/eprint/10196300> <http://purl.org/dc/terms/creator> <https://discovery.ucl.ac.uk/id/person/ext-2d344960cb7d8cc579baa510468995ef> . <https://discovery.ucl.ac.uk/id/eprint/10196300> <http://purl.org/ontology/bibo/authorList> <https://discovery.ucl.ac.uk/id/eprint/10196300#authors> . <https://discovery.ucl.ac.uk/id/eprint/10196300#authors> <http://www.w3.org/1999/02/22-rdf-syntax-ns#_3> <https://discovery.ucl.ac.uk/id/person/ext-2d344960cb7d8cc579baa510468995ef> . <https://discovery.ucl.ac.uk/id/eprint/10196300> <http://purl.org/dc/terms/creator> <https://discovery.ucl.ac.uk/id/person/ext-98adcbd4edbf379449380535fa3ba4cf> . <https://discovery.ucl.ac.uk/id/eprint/10196300> <http://purl.org/ontology/bibo/authorList> <https://discovery.ucl.ac.uk/id/eprint/10196300#authors> . <https://discovery.ucl.ac.uk/id/eprint/10196300#authors> <http://www.w3.org/1999/02/22-rdf-syntax-ns#_4> <https://discovery.ucl.ac.uk/id/person/ext-98adcbd4edbf379449380535fa3ba4cf> . <https://discovery.ucl.ac.uk/id/eprint/10196300> <http://purl.org/dc/terms/creator> <https://discovery.ucl.ac.uk/id/person/ext-67bf0316cbc38e26cb2d65deb5553139> . <https://discovery.ucl.ac.uk/id/eprint/10196300> <http://purl.org/ontology/bibo/authorList> <https://discovery.ucl.ac.uk/id/eprint/10196300#authors> . <https://discovery.ucl.ac.uk/id/eprint/10196300#authors> <http://www.w3.org/1999/02/22-rdf-syntax-ns#_5> <https://discovery.ucl.ac.uk/id/person/ext-67bf0316cbc38e26cb2d65deb5553139> . <https://discovery.ucl.ac.uk/id/eprint/10196300> <http://purl.org/dc/terms/creator> <https://discovery.ucl.ac.uk/id/person/ext-83347754f833f7975d5532323f267c3d> . <https://discovery.ucl.ac.uk/id/eprint/10196300> <http://purl.org/ontology/bibo/authorList> <https://discovery.ucl.ac.uk/id/eprint/10196300#authors> . <https://discovery.ucl.ac.uk/id/eprint/10196300#authors> <http://www.w3.org/1999/02/22-rdf-syntax-ns#_6> <https://discovery.ucl.ac.uk/id/person/ext-83347754f833f7975d5532323f267c3d> . <https://discovery.ucl.ac.uk/id/eprint/10196300> <http://purl.org/dc/terms/creator> <https://discovery.ucl.ac.uk/id/person/ext-fb0eb838c8beaf20a6c5785fa5105091> . <https://discovery.ucl.ac.uk/id/eprint/10196300> <http://purl.org/ontology/bibo/authorList> <https://discovery.ucl.ac.uk/id/eprint/10196300#authors> . <https://discovery.ucl.ac.uk/id/eprint/10196300#authors> <http://www.w3.org/1999/02/22-rdf-syntax-ns#_7> <https://discovery.ucl.ac.uk/id/person/ext-fb0eb838c8beaf20a6c5785fa5105091> . <https://discovery.ucl.ac.uk/id/eprint/10196300> <http://purl.org/dc/terms/creator> <https://discovery.ucl.ac.uk/id/person/ext-d73a093b2601a28ffd16c2a510509c9d> . <https://discovery.ucl.ac.uk/id/eprint/10196300> <http://purl.org/ontology/bibo/authorList> <https://discovery.ucl.ac.uk/id/eprint/10196300#authors> . <https://discovery.ucl.ac.uk/id/eprint/10196300#authors> <http://www.w3.org/1999/02/22-rdf-syntax-ns#_8> <https://discovery.ucl.ac.uk/id/person/ext-d73a093b2601a28ffd16c2a510509c9d> . <https://discovery.ucl.ac.uk/id/eprint/10196300> <http://purl.org/dc/terms/creator> <https://discovery.ucl.ac.uk/id/person/ext-0f4ffd52dc53757f96cb848bbacad3ce> . <https://discovery.ucl.ac.uk/id/eprint/10196300> <http://purl.org/ontology/bibo/authorList> <https://discovery.ucl.ac.uk/id/eprint/10196300#authors> . <https://discovery.ucl.ac.uk/id/eprint/10196300#authors> <http://www.w3.org/1999/02/22-rdf-syntax-ns#_9> <https://discovery.ucl.ac.uk/id/person/ext-0f4ffd52dc53757f96cb848bbacad3ce> . <https://discovery.ucl.ac.uk/id/eprint/10196300> <http://purl.org/dc/terms/creator> <https://discovery.ucl.ac.uk/id/person/ext-14f7115f39fef1442bff5aae88ec0946> . <https://discovery.ucl.ac.uk/id/eprint/10196300> <http://purl.org/ontology/bibo/authorList> <https://discovery.ucl.ac.uk/id/eprint/10196300#authors> . <https://discovery.ucl.ac.uk/id/eprint/10196300#authors> <http://www.w3.org/1999/02/22-rdf-syntax-ns#_10> <https://discovery.ucl.ac.uk/id/person/ext-14f7115f39fef1442bff5aae88ec0946> . <https://discovery.ucl.ac.uk/id/eprint/10196300> <http://purl.org/dc/terms/creator> <https://discovery.ucl.ac.uk/id/person/ext-71c1a8fa5a8a8305545f5af507cdd6ea> . <https://discovery.ucl.ac.uk/id/eprint/10196300> <http://purl.org/ontology/bibo/authorList> <https://discovery.ucl.ac.uk/id/eprint/10196300#authors> . <https://discovery.ucl.ac.uk/id/eprint/10196300#authors> <http://www.w3.org/1999/02/22-rdf-syntax-ns#_11> <https://discovery.ucl.ac.uk/id/person/ext-71c1a8fa5a8a8305545f5af507cdd6ea> . <https://discovery.ucl.ac.uk/id/eprint/10196300> <http://purl.org/dc/terms/creator> <https://discovery.ucl.ac.uk/id/person/ext-333c302517ac13cc96505f71ad63dc8f> . <https://discovery.ucl.ac.uk/id/eprint/10196300> <http://purl.org/ontology/bibo/authorList> <https://discovery.ucl.ac.uk/id/eprint/10196300#authors> . <https://discovery.ucl.ac.uk/id/eprint/10196300#authors> <http://www.w3.org/1999/02/22-rdf-syntax-ns#_12> <https://discovery.ucl.ac.uk/id/person/ext-333c302517ac13cc96505f71ad63dc8f> . <https://discovery.ucl.ac.uk/id/eprint/10196300> <http://purl.org/dc/terms/creator> <https://discovery.ucl.ac.uk/id/person/ext-8c3bfa4ae7c2425397e736e435c87f51> . <https://discovery.ucl.ac.uk/id/eprint/10196300> <http://purl.org/ontology/bibo/authorList> <https://discovery.ucl.ac.uk/id/eprint/10196300#authors> . <https://discovery.ucl.ac.uk/id/eprint/10196300#authors> <http://www.w3.org/1999/02/22-rdf-syntax-ns#_13> <https://discovery.ucl.ac.uk/id/person/ext-8c3bfa4ae7c2425397e736e435c87f51> . <https://discovery.ucl.ac.uk/id/person/ext-0f4ffd52dc53757f96cb848bbacad3ce> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://xmlns.com/foaf/0.1/Person> . <https://discovery.ucl.ac.uk/id/person/ext-0f4ffd52dc53757f96cb848bbacad3ce> <http://xmlns.com/foaf/0.1/givenName> "Sami"^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/person/ext-0f4ffd52dc53757f96cb848bbacad3ce> <http://xmlns.com/foaf/0.1/familyName> "Ramadan"^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/person/ext-0f4ffd52dc53757f96cb848bbacad3ce> <http://xmlns.com/foaf/0.1/name> "Sami Ramadan"^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/person/ext-fb0eb838c8beaf20a6c5785fa5105091> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://xmlns.com/foaf/0.1/Person> . <https://discovery.ucl.ac.uk/id/person/ext-fb0eb838c8beaf20a6c5785fa5105091> <http://xmlns.com/foaf/0.1/givenName> "Chongchao"^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/person/ext-fb0eb838c8beaf20a6c5785fa5105091> <http://xmlns.com/foaf/0.1/familyName> "Hou"^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/person/ext-fb0eb838c8beaf20a6c5785fa5105091> <http://xmlns.com/foaf/0.1/name> "Chongchao Hou"^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/person/ext-2d344960cb7d8cc579baa510468995ef> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://xmlns.com/foaf/0.1/Person> . <https://discovery.ucl.ac.uk/id/person/ext-2d344960cb7d8cc579baa510468995ef> <http://xmlns.com/foaf/0.1/givenName> "Qing"^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/person/ext-2d344960cb7d8cc579baa510468995ef> <http://xmlns.com/foaf/0.1/familyName> "Huang"^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/person/ext-2d344960cb7d8cc579baa510468995ef> <http://xmlns.com/foaf/0.1/name> "Qing Huang"^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/person/ext-83347754f833f7975d5532323f267c3d> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://xmlns.com/foaf/0.1/Person> . <https://discovery.ucl.ac.uk/id/person/ext-83347754f833f7975d5532323f267c3d> <http://xmlns.com/foaf/0.1/givenName> "Yinshen"^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/person/ext-83347754f833f7975d5532323f267c3d> <http://xmlns.com/foaf/0.1/familyName> "Huang"^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/person/ext-83347754f833f7975d5532323f267c3d> <http://xmlns.com/foaf/0.1/name> "Yinshen Huang"^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/person/ext-d73a093b2601a28ffd16c2a510509c9d> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://xmlns.com/foaf/0.1/Person> . <https://discovery.ucl.ac.uk/id/person/ext-d73a093b2601a28ffd16c2a510509c9d> <http://xmlns.com/foaf/0.1/givenName> "Sihua"^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/person/ext-d73a093b2601a28ffd16c2a510509c9d> <http://xmlns.com/foaf/0.1/familyName> "Wang"^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/person/ext-d73a093b2601a28ffd16c2a510509c9d> <http://xmlns.com/foaf/0.1/name> "Sihua Wang"^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/person/ext-0d81be7cd54374d8b2ecfcf2fb95ef2b> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://xmlns.com/foaf/0.1/Person> . <https://discovery.ucl.ac.uk/id/person/ext-0d81be7cd54374d8b2ecfcf2fb95ef2b> <http://xmlns.com/foaf/0.1/givenName> "Rongwei"^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/person/ext-0d81be7cd54374d8b2ecfcf2fb95ef2b> <http://xmlns.com/foaf/0.1/familyName> "Cui"^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/person/ext-0d81be7cd54374d8b2ecfcf2fb95ef2b> <http://xmlns.com/foaf/0.1/name> "Rongwei Cui"^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/person/ext-14f7115f39fef1442bff5aae88ec0946> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://xmlns.com/foaf/0.1/Person> . <https://discovery.ucl.ac.uk/id/person/ext-14f7115f39fef1442bff5aae88ec0946> <http://xmlns.com/foaf/0.1/givenName> "Bing"^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/person/ext-14f7115f39fef1442bff5aae88ec0946> <http://xmlns.com/foaf/0.1/familyName> "Li"^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/person/ext-14f7115f39fef1442bff5aae88ec0946> <http://xmlns.com/foaf/0.1/name> "Bing Li"^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/person/ext-67bf0316cbc38e26cb2d65deb5553139> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://xmlns.com/foaf/0.1/Person> . <https://discovery.ucl.ac.uk/id/person/ext-67bf0316cbc38e26cb2d65deb5553139> <http://xmlns.com/foaf/0.1/givenName> "Jiyang"^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/person/ext-67bf0316cbc38e26cb2d65deb5553139> <http://xmlns.com/foaf/0.1/familyName> "Chen"^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/person/ext-67bf0316cbc38e26cb2d65deb5553139> <http://xmlns.com/foaf/0.1/name> "Jiyang Chen"^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/person/ext-58859811ba6d20042d39ae60345a2560> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://xmlns.com/foaf/0.1/Person> . <https://discovery.ucl.ac.uk/id/person/ext-58859811ba6d20042d39ae60345a2560> <http://xmlns.com/foaf/0.1/givenName> "Huijing"^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/person/ext-58859811ba6d20042d39ae60345a2560> <http://xmlns.com/foaf/0.1/familyName> "Tang"^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/person/ext-58859811ba6d20042d39ae60345a2560> <http://xmlns.com/foaf/0.1/name> "Huijing Tang"^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/person/ext-8c3bfa4ae7c2425397e736e435c87f51> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://xmlns.com/foaf/0.1/Person> . <https://discovery.ucl.ac.uk/id/person/ext-8c3bfa4ae7c2425397e736e435c87f51> <http://xmlns.com/foaf/0.1/givenName> "Danyang"^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/person/ext-8c3bfa4ae7c2425397e736e435c87f51> <http://xmlns.com/foaf/0.1/familyName> 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