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For: Gadalla AAH, Friberg IM, Kift-Morgan A, Zhang J, Eberl M, Topley N, Weeks I, Cuff S, Wootton M, Gal M, Parekh G, Davis P, Gregory C, Hood K, Hughes K, Butler C, Francis NA. Identification of clinical and urine biomarkers for uncomplicated urinary tract infection using machine learning algorithms. Sci Rep 2019;9:19694. [PMID: 31873085 PMCID: PMC6928162 DOI: 10.1038/s41598-019-55523-x] [Citation(s) in RCA: 26] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2019] [Accepted: 11/19/2019] [Indexed: 12/14/2022]  Open
Number Cited by Other Article(s)
1
Lee K, Han J. Analysis of the urine flow characteristics inside catheters for intermittent catheter selection. Sci Rep 2024;14:13273. [PMID: 38858470 PMCID: PMC11164700 DOI: 10.1038/s41598-024-64395-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2023] [Accepted: 06/07/2024] [Indexed: 06/12/2024]  Open
2
Zhang Y, Chen C, Mitsnefes M, Huang B, Devarajan P. Evaluation of diagnostic accuracy of urine neutrophil gelatinase-associated lipocalin in patients with symptoms of urinary tract infections: a meta-analysis. Front Pediatr 2024;12:1368583. [PMID: 38840804 PMCID: PMC11150804 DOI: 10.3389/fped.2024.1368583] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/10/2024] [Accepted: 04/23/2024] [Indexed: 06/07/2024]  Open
3
Rusic D, Kumric M, Seselja Perisin A, Leskur D, Bukic J, Modun D, Vilovic M, Vrdoljak J, Martinovic D, Grahovac M, Bozic J. Tackling the Antimicrobial Resistance "Pandemic" with Machine Learning Tools: A Summary of Available Evidence. Microorganisms 2024;12:842. [PMID: 38792673 PMCID: PMC11123121 DOI: 10.3390/microorganisms12050842] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2024] [Revised: 04/16/2024] [Accepted: 04/19/2024] [Indexed: 05/26/2024]  Open
4
Jiang L, Wang H, Luo L, Pang X, Liu T, Sun L, Zhang G. Urogenital microbiota-driven virulence factor genes associated with recurrent urinary tract infection. Front Microbiol 2024;15:1344716. [PMID: 38384270 PMCID: PMC10879396 DOI: 10.3389/fmicb.2024.1344716] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2023] [Accepted: 01/18/2024] [Indexed: 02/23/2024]  Open
5
Akhlaghpour M, Haley E, Parnell L, Luke N, Mathur M, Festa RA, Percaccio M, Magallon J, Remedios-Chan M, Rosas A, Wang J, Jiang Y, Anderson L, Baunoch D. Urine biomarkers individually and as a consensus model show high sensitivity and specificity for detecting UTIs. BMC Infect Dis 2024;24:153. [PMID: 38297221 PMCID: PMC10829179 DOI: 10.1186/s12879-024-09044-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2023] [Accepted: 01/22/2024] [Indexed: 02/02/2024]  Open
6
Haley E, Luke N, Mathur M, Festa RA, Wang J, Jiang Y, Anderson LA, Baunoch D. The Prevalence and Association of Different Uropathogens Detected by M-PCR with Infection-Associated Urine Biomarkers in Urinary Tract Infections. Res Rep Urol 2024;16:19-29. [PMID: 38221993 PMCID: PMC10787514 DOI: 10.2147/rru.s443361] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2023] [Accepted: 12/16/2023] [Indexed: 01/16/2024]  Open
7
Naik N, Talyshinskii A, Shetty DK, Hameed BMZ, Zhankina R, Somani BK. Smart Diagnosis of Urinary Tract Infections: is Artificial Intelligence the Fast-Lane Solution? Curr Urol Rep 2024;25:37-47. [PMID: 38112900 PMCID: PMC10787904 DOI: 10.1007/s11934-023-01192-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/01/2023] [Indexed: 12/21/2023]
8
Cuff SM, Reeves N, Lewis E, Jones E, Baker S, Karategos A, Morris R, Torkington J, Eberl M. Inflammatory biomarker signatures in post-surgical drain fluid may detect anastomotic leaks within 48 hours of colorectal resection. Tech Coloproctol 2023;27:1297-1305. [PMID: 37486461 PMCID: PMC10638112 DOI: 10.1007/s10151-023-02841-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/22/2023] [Accepted: 06/22/2023] [Indexed: 07/25/2023]
9
De Bruyne S, De Kesel P, Oyaert M. Applications of Artificial Intelligence in Urinalysis: Is the Future Already Here? Clin Chem 2023;69:1348-1360. [PMID: 37708293 DOI: 10.1093/clinchem/hvad136] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2023] [Accepted: 08/16/2023] [Indexed: 09/16/2023]
10
Kuhn HW, Hreha TN, Hunstad DA. Immune defenses in the urinary tract. Trends Immunol 2023;44:701-711. [PMID: 37591712 PMCID: PMC10528756 DOI: 10.1016/j.it.2023.07.001] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2023] [Revised: 07/10/2023] [Accepted: 07/10/2023] [Indexed: 08/19/2023]
11
Wu Y, Mo Q, Xie Y, Zhang J, Jiang S, Guan J, Qu C, Wu R, Mo C. A retrospective study using machine learning to develop predictive model to identify urinary infection stones in vivo. Urolithiasis 2023;51:84. [PMID: 37256418 PMCID: PMC10232574 DOI: 10.1007/s00240-023-01457-z] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2023] [Accepted: 05/21/2023] [Indexed: 06/01/2023]
12
Gupta A, Singh A. Prediction Framework on Early Urine Infection in IoT-Fog Environment Using XGBoost Ensemble Model. WIRELESS PERSONAL COMMUNICATIONS 2023;131:1-19. [PMID: 37360131 PMCID: PMC10123571 DOI: 10.1007/s11277-023-10466-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Accepted: 04/07/2023] [Indexed: 06/28/2023]
13
Bostanci E, Kocak E, Unal M, Guzel MS, Acici K, Asuroglu T. Machine Learning Analysis of RNA-seq Data for Diagnostic and Prognostic Prediction of Colon Cancer. SENSORS (BASEL, SWITZERLAND) 2023;23:3080. [PMID: 36991790 PMCID: PMC10052105 DOI: 10.3390/s23063080] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/09/2023] [Revised: 03/09/2023] [Accepted: 03/11/2023] [Indexed: 06/19/2023]
14
Edwards G, Seeley A, Carter A, Patrick Smith M, Cross ELA, Hughes K, Van den Bruel A, Llewelyn MJ, Verbakel JY, Hayward G. What is the Diagnostic Accuracy of Novel Urine Biomarkers for Urinary Tract Infection? Biomark Insights 2023;18:11772719221144459. [PMID: 36761839 PMCID: PMC9902898 DOI: 10.1177/11772719221144459] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2022] [Accepted: 10/31/2022] [Indexed: 01/26/2023]  Open
15
Wang X, Wang Y, Luo L, Tan L, Cai W, Chen L, Ren W. Prevalence and Associated Factors of Urinary Tract Infection in Patients with Diabetic Neuropathy: A Hospital-Based Cross-Sectional Study. Diabetes Metab Syndr Obes 2023;16:1261-1270. [PMID: 37163168 PMCID: PMC10164378 DOI: 10.2147/dmso.s402156] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/21/2022] [Accepted: 04/15/2023] [Indexed: 05/11/2023]  Open
16
Zhang T, Ratajczak AM, Chen H, Terrell JA, Chen C. A Step Forward for Smart Clothes─Fabric-Based Microfluidic Sensors for Wearable Health Monitoring. ACS Sens 2022;7:3857-3866. [PMID: 36455259 DOI: 10.1021/acssensors.2c01827] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/03/2022]
17
de Vries S, Ten Doesschate T, Totté JEE, Heutz JW, Loeffen YGT, Oosterheert JJ, Thierens D, Boel E. A semi-supervised decision support system to facilitate antibiotic stewardship for urinary tract infections. Comput Biol Med 2022;146:105621. [PMID: 35617725 DOI: 10.1016/j.compbiomed.2022.105621] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2021] [Revised: 02/18/2022] [Accepted: 03/19/2022] [Indexed: 11/15/2022]
18
Goździkiewicz N, Zwolińska D, Polak-Jonkisz D. The Use of Artificial Intelligence Algorithms in the Diagnosis of Urinary Tract Infections-A Literature Review. J Clin Med 2022;11:jcm11102734. [PMID: 35628861 PMCID: PMC9146683 DOI: 10.3390/jcm11102734] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2022] [Revised: 05/04/2022] [Accepted: 05/09/2022] [Indexed: 02/05/2023]  Open
19
Werneburg GT. Catheter-Associated Urinary Tract Infections: Current Challenges and Future Prospects. Res Rep Urol 2022;14:109-133. [PMID: 35402319 PMCID: PMC8992741 DOI: 10.2147/rru.s273663] [Citation(s) in RCA: 25] [Impact Index Per Article: 12.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2022] [Accepted: 03/27/2022] [Indexed: 12/15/2022]  Open
20
Comeau ZJ, Lessard BH, Shuhendler AJ. The Need to Pair Molecular Monitoring Devices with Molecular Imaging to Personalize Health. Mol Imaging Biol 2022;24:675-691. [PMID: 35257276 PMCID: PMC8901094 DOI: 10.1007/s11307-022-01714-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2022] [Revised: 02/16/2022] [Accepted: 02/18/2022] [Indexed: 12/11/2022]
21
Liu M, Cui Z, Zhu ZW, Gao M, Chen JB, Feng Z, He C, Chen H. Development of a nomogram predicting the infection stones in kidney for better clinical management: A retrospective study. J Endourol 2022;36:947-953. [PMID: 35166130 DOI: 10.1089/end.2021.0735] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]  Open
22
Linghu T, Liu C, Wang Q, Tian J, Qin X. Discovery of biomarkers for depressed patients and evaluation of Xiaoyaosan efficacy based on liquid chromatography-mass spectrometry. J LIQ CHROMATOGR R T 2021. [DOI: 10.1080/10826076.2021.1975294] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
23
Wang C, Liu M, Wang Z, Li S, Deng Y, He N. Point-of-care diagnostics for infectious diseases: From methods to devices. NANO TODAY 2021;37:101092. [PMID: 33584847 PMCID: PMC7864790 DOI: 10.1016/j.nantod.2021.101092] [Citation(s) in RCA: 195] [Impact Index Per Article: 65.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/16/2020] [Revised: 01/22/2021] [Accepted: 01/23/2021] [Indexed: 05/04/2023]
24
Zheng QY, Zhang GQ. Application of leukocyte esterase strip test in the screening of periprosthetic joint infections and prospects of high-precision strips. ARTHROPLASTY 2020;2:34. [PMID: 35236471 PMCID: PMC8796411 DOI: 10.1186/s42836-020-00053-5] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2020] [Accepted: 10/12/2020] [Indexed: 12/19/2022]  Open
25
Guzman NA, Guzman DE. A Two-Dimensional Affinity Capture and Separation Mini-Platform for the Isolation, Enrichment, and Quantification of Biomarkers and Its Potential Use for Liquid Biopsy. Biomedicines 2020;8:biomedicines8080255. [PMID: 32751506 PMCID: PMC7459796 DOI: 10.3390/biomedicines8080255] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2020] [Revised: 07/22/2020] [Accepted: 07/26/2020] [Indexed: 02/07/2023]  Open
26
Rockenschaub P, Gill MJ, McNulty D, Carroll O, Freemantle N, Shallcross L. Development of risk prediction models to predict urine culture growth for adults with suspected urinary tract infection in the emergency department: protocol for an electronic health record study from a single UK university hospital. Diagn Progn Res 2020;4:15. [PMID: 32974424 PMCID: PMC7493920 DOI: 10.1186/s41512-020-00083-2] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/16/2020] [Accepted: 08/18/2020] [Indexed: 11/23/2022]  Open
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