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For: Tahir Huyut M, Huyut Z, İlkbahar F, Mertoğlu C. What is the impact and efficacy of routine immunological, biochemical and hematological biomarkers as predictors of COVID-19 mortality? Int Immunopharmacol 2022;105:108542. [PMID: 35063753 PMCID: PMC8761578 DOI: 10.1016/j.intimp.2022.108542] [Citation(s) in RCA: 30] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2021] [Revised: 12/27/2021] [Accepted: 01/11/2022] [Indexed: 01/08/2023]
Number Cited by Other Article(s)
1
Xu JS, Yang K, Quan B, Xie J, Zheng YS. A multicenter study on developing a prognostic model for severe fever with thrombocytopenia syndrome using machine learning. Front Microbiol 2025;16:1557922. [PMID: 40177493 PMCID: PMC11962041 DOI: 10.3389/fmicb.2025.1557922] [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: 01/09/2025] [Accepted: 03/05/2025] [Indexed: 04/05/2025]  Open
2
Harti GF, Maulida SN, Susandi E, Fadjari TH, Sumardi U, Alisjahbana B, Wijaya I. Comparison of Platelet Indices, Lymphocyte, and Systemic Inflammation Indices on Days 1 and 8 in Surviving and Non-Surviving COVID-19 Patients at Hasan Sadikin General Hospital, Bandung, Indonesia. J Blood Med 2025;16:61-74. [PMID: 39926111 PMCID: PMC11806915 DOI: 10.2147/jbm.s499023] [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] [Subscribe] [Scholar Register] [Received: 11/06/2024] [Accepted: 01/21/2025] [Indexed: 02/11/2025]  Open
3
Safdari A, Keshav CS, Mody D, Verma K, Kaushal U, Burra VK, Ray S, Bandyopadhyay D. The external validity of machine learning-based prediction scores from hematological parameters of COVID-19: A study using hospital records from Brazil, Italy, and Western Europe. PLoS One 2025;20:e0316467. [PMID: 39903736 PMCID: PMC11793750 DOI: 10.1371/journal.pone.0316467] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2023] [Accepted: 12/11/2024] [Indexed: 02/06/2025]  Open
4
Tran TT, Riscinti M, Wilson J, Fuchita M, Kaizer A, Ng MP, Kendall JL, Fernandez-Bustamante A. Pragmatic evaluation of point of care lung ultrasound for the triage of COVID-19 patients using a simple scoring matrix: Intraclass-classification and predictive value. Am J Emerg Med 2025;88:180-188. [PMID: 39647225 DOI: 10.1016/j.ajem.2024.11.076] [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: 07/23/2024] [Revised: 11/05/2024] [Accepted: 11/21/2024] [Indexed: 12/10/2024]  Open
5
Karimi Z, Malak JS, Aghakhani A, Najafi MS, Ariannejad H, Zeraati H, Yekaninejad MS. Machine learning approaches to predict the need for intensive care unit admission among Iranian COVID-19 patients based on ICD-10: A cross-sectional study. Health Sci Rep 2024;7:e70041. [PMID: 39229475 PMCID: PMC11369020 DOI: 10.1002/hsr2.70041] [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: 11/29/2023] [Revised: 07/16/2024] [Accepted: 08/16/2024] [Indexed: 09/05/2024]  Open
6
Huang S, Zhang X, Ni X, Chen L, Ruan F. Logistic regression analysis of the value of biomarkers, clinical symptoms, and imaging examinations in COVID-19 for SARS-CoV-2 nucleic acid detection. Medicine (Baltimore) 2024;103:e38186. [PMID: 38728447 PMCID: PMC11081620 DOI: 10.1097/md.0000000000038186] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/03/2024] [Accepted: 04/18/2024] [Indexed: 05/12/2024]  Open
7
Wu Z, Geng N, Liu Z, Pan W, Zhu Y, Shan J, Shi H, Han Y, Ma Y, Liu B. Presepsin as a prognostic biomarker in COVID-19 patients: combining clinical scoring systems and laboratory inflammatory markers for outcome prediction. Virol J 2024;21:96. [PMID: 38671532 PMCID: PMC11046891 DOI: 10.1186/s12985-024-02367-1] [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: 12/12/2023] [Accepted: 04/15/2024] [Indexed: 04/28/2024]  Open
8
Zhang Z, Tang L, Guo Y, Guo X, Pan Z, Ji X, Gao C. Development of Biomarkers and Prognosis Model of Mortality Risk in Patients with COVID-19. J Inflamm Res 2024;17:2445-2457. [PMID: 38681069 PMCID: PMC11048291 DOI: 10.2147/jir.s449497] [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] [Subscribe] [Scholar Register] [Received: 11/12/2023] [Accepted: 04/04/2024] [Indexed: 05/01/2024]  Open
9
Wu W, Lu W, Hong D, Yu X, Xiong L. Association Between Hemoglobin-Albumin-Lymphocyte-Platelet Index and Mortality in Hospitalized COVID-19 Omicron BA.2 Infected Patients. Infect Drug Resist 2024;17:1467-1476. [PMID: 38628242 PMCID: PMC11020245 DOI: 10.2147/idr.s451613] [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] [Subscribe] [Scholar Register] [Received: 12/06/2023] [Accepted: 03/13/2024] [Indexed: 04/19/2024]  Open
10
Izhari MA, Hadadi MAA, Alharbi RA, Gosady ARA, Sindi AAA, Dardari DMM, Alotaibi FE, Klufah F, Albanghali MA, Alharbi TH. Association of Coagulopathy and Inflammatory Biomarkers with Severity in SARS-CoV-2-Infected Individuals of the Al-Qunfudhah Region of Saudi Arabia. Healthcare (Basel) 2024;12:729. [PMID: 38610151 PMCID: PMC11012004 DOI: 10.3390/healthcare12070729] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2024] [Revised: 03/22/2024] [Accepted: 03/22/2024] [Indexed: 04/14/2024]  Open
11
Oliveira FMS, Caetano MMM, de Godoy ARV, de Oliveira LL, de Melo Mambrini JV, Rezende MS, Fantini MPR, Oliveira Mendes TAD, Medeiros NI, Guimarães HC, Fiuza JA, Gaze ST. Retrospective cohort study to evaluate the continuous use of anticholesterolemics and diuretics in patients with COVID-19. Front Med (Lausanne) 2024;10:1252556. [PMID: 38274462 PMCID: PMC10808793 DOI: 10.3389/fmed.2023.1252556] [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: 07/04/2023] [Accepted: 12/12/2023] [Indexed: 01/27/2024]  Open
12
李 建, 吕 梦, 池 强, 彭 一, 刘 鹏, 吴 锐. [Early prediction of severe COVID-19 in patients with Sjögren's syndrome]. BEIJING DA XUE XUE BAO. YI XUE BAN = JOURNAL OF PEKING UNIVERSITY. HEALTH SCIENCES 2023;55:1007-1012. [PMID: 38101781 PMCID: PMC10724002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Subscribe] [Scholar Register] [Received: 08/13/2023] [Indexed: 12/17/2023]
13
Alizad G, Ayatollahi AA, Shariati Samani A, Samadizadeh S, Aghcheli B, Rajabi A, Nakstad B, Tahamtan A. Hematological and Biochemical Laboratory Parameters in COVID-19 Patients: A Retrospective Modeling Study of Severity and Mortality Predictors. BIOMED RESEARCH INTERNATIONAL 2023;2023:7753631. [PMID: 38027038 PMCID: PMC10676280 DOI: 10.1155/2023/7753631] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/04/2023] [Revised: 08/08/2023] [Accepted: 10/30/2023] [Indexed: 12/01/2023]
14
Rahni Z, Hosseini SM, Shahrokh S, Saeedi Niasar M, Shoraka S, Mirjalali H, Nazemalhosseini-Mojarad E, Rostami-Nejad M, Malekpour H, Zali MR, Mohebbi SR. Long non-coding RNAs ANRIL, THRIL, and NEAT1 as potential circulating biomarkers of SARS-CoV-2 infection and disease severity. Virus Res 2023;336:199214. [PMID: 37657511 PMCID: PMC10502354 DOI: 10.1016/j.virusres.2023.199214] [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: 06/04/2023] [Revised: 08/23/2023] [Accepted: 08/29/2023] [Indexed: 09/03/2023]
15
Kubiliute I, Vitkauskaite M, Urboniene J, Svetikas L, Zablockiene B, Jancoriene L. Clinical characteristics and predictors for in-hospital mortality in adult COVID-19 patients: A retrospective single center cohort study in Vilnius, Lithuania. PLoS One 2023;18:e0290656. [PMID: 37624796 PMCID: PMC10456157 DOI: 10.1371/journal.pone.0290656] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2023] [Accepted: 08/11/2023] [Indexed: 08/27/2023]  Open
16
Cheng CY, Hsu TH, Yang YL, Huang YH. Hemoglobin and Its Z Score Reference Intervals in Febrile Children: A Cohort Study of 98,572 Febrile Children. CHILDREN (BASEL, SWITZERLAND) 2023;10:1402. [PMID: 37628401 PMCID: PMC10453815 DOI: 10.3390/children10081402] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/18/2023] [Revised: 08/13/2023] [Accepted: 08/15/2023] [Indexed: 08/27/2023]
17
Luo L, Tan Y, Zhao S, Yang M, Che Y, Li K, Liu J, Luo H, Jiang W, Li Y, Wang W. The potential of high-order features of routine blood test in predicting the prognosis of non-small cell lung cancer. BMC Cancer 2023;23:496. [PMID: 37264319 DOI: 10.1186/s12885-023-10990-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2023] [Accepted: 05/21/2023] [Indexed: 06/03/2023]  Open
18
Wolszczak-Biedrzycka B, Dorf J, Milewska A, Łukaszyk M, Naumnik W, Kosidło JW, Dymicka-Piekarska V. The Diagnostic Value of Inflammatory Markers (CRP, IL6, CRP/IL6, CRP/L, LCR) for Assessing the Severity of COVID-19 Symptoms Based on the MEWS and Predicting the Risk of Mortality. J Inflamm Res 2023;16:2173-2188. [PMID: 37250104 PMCID: PMC10216858 DOI: 10.2147/jir.s406658] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2023] [Accepted: 04/15/2023] [Indexed: 05/31/2023]  Open
19
Gebrecherkos T, Challa F, Tasew G, Gessesse Z, Kiros Y, Gebreegziabxier A, Abdulkader M, Desta AA, Atsbaha AH, Tollera G, Abrahim S, Urban BC, Schallig H, Rinke de Wit T, Wolday D. Prognostic Value of C-Reactive Protein in SARS-CoV-2 Infection: A Simplified Biomarker of COVID-19 Severity in Northern Ethiopia. Infect Drug Resist 2023;16:3019-3028. [PMID: 37215303 PMCID: PMC10199690 DOI: 10.2147/idr.s410053] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2023] [Accepted: 05/05/2023] [Indexed: 05/24/2023]  Open
20
Kırboğa KK, Küçüksille EU, Naldan ME, Işık M, Gülcü O, Aksakal E. CVD22: Explainable artificial intelligence determination of the relationship of troponin to D-Dimer, mortality, and CK-MB in COVID-19 patients. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE 2023;233:107492. [PMID: 36965300 PMCID: PMC10023204 DOI: 10.1016/j.cmpb.2023.107492] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/04/2022] [Revised: 02/06/2023] [Accepted: 03/15/2023] [Indexed: 06/18/2023]
21
Huyut MT, Velichko A. LogNNet model as a fast, simple and economical AI instrument in the diagnosis and prognosis of COVID-19. MethodsX 2023;10:102194. [PMID: 37122366 PMCID: PMC10115593 DOI: 10.1016/j.mex.2023.102194] [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: 01/09/2023] [Accepted: 04/17/2023] [Indexed: 05/02/2023]  Open
22
Kushiro S, Fukui S, Inui A, Kobayashi D, Saita M, Naito T. Clinical prediction rule for bacterial arthritis: Chi-squared automatic interaction detector decision tree analysis model. SAGE Open Med 2023;11:20503121231160962. [PMID: 36969723 PMCID: PMC10034275 DOI: 10.1177/20503121231160962] [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: 10/25/2022] [Accepted: 02/14/2023] [Indexed: 03/24/2023]  Open
23
Smail SW, Babaei E, Amin K. Hematological, Inflammatory, Coagulation, and Oxidative/Antioxidant Biomarkers as Predictors for Severity and Mortality in COVID-19: A Prospective Cohort-Study. Int J Gen Med 2023;16:565-580. [PMID: 36824986 PMCID: PMC9942608 DOI: 10.2147/ijgm.s402206] [Citation(s) in RCA: 19] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2022] [Accepted: 02/10/2023] [Indexed: 02/19/2023]  Open
24
Yang R, Feng J, Wan H, Zeng X, Ji P, Zhang J. Liver injury associated with the severity of COVID-19: A meta-analysis. Front Public Health 2023;11:1003352. [PMID: 36817905 PMCID: PMC9932800 DOI: 10.3389/fpubh.2023.1003352] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2022] [Accepted: 01/17/2023] [Indexed: 02/05/2023]  Open
25
Smail SW, Babaei E, Amin K. Ct, IL-18 polymorphism, and laboratory biomarkers for predicting chemosensory dysfunctions and mortality in COVID-19. Future Sci OA 2023;9:FSO838. [PMID: 36999046 PMCID: PMC10005086 DOI: 10.2144/fsoa-2022-0082] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2022] [Accepted: 02/17/2023] [Indexed: 03/11/2023]  Open
26
Bodaghi A, Fattahi N, Ramazani A. Biomarkers: Promising and valuable tools towards diagnosis, prognosis and treatment of Covid-19 and other diseases. Heliyon 2023;9:e13323. [PMID: 36744065 PMCID: PMC9884646 DOI: 10.1016/j.heliyon.2023.e13323] [Citation(s) in RCA: 102] [Impact Index Per Article: 51.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2022] [Revised: 01/21/2023] [Accepted: 01/26/2023] [Indexed: 01/31/2023]  Open
27
Velichko A, Huyut MT, Belyaev M, Izotov Y, Korzun D. Machine Learning Sensors for Diagnosis of COVID-19 Disease Using Routine Blood Values for Internet of Things Application. SENSORS (BASEL, SWITZERLAND) 2022;22:7886. [PMID: 36298235 PMCID: PMC9610709 DOI: 10.3390/s22207886] [Citation(s) in RCA: 25] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/15/2022] [Revised: 10/10/2022] [Accepted: 10/14/2022] [Indexed: 05/16/2023]
28
Diagnosis and Prognosis of COVID-19 Disease Using Routine Blood Values and LogNNet Neural Network. SENSORS 2022;22:s22134820. [PMID: 35808317 PMCID: PMC9269123 DOI: 10.3390/s22134820] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/24/2022] [Revised: 06/16/2022] [Accepted: 06/23/2022] [Indexed: 01/08/2023]
29
Ligi D, Maniscalco R, Plebani M, Lippi G, Mannello F. Do Circulating Histones Represent the Missing Link among COVID-19 Infection and Multiorgan Injuries, Microvascular Coagulopathy and Systemic Hyperinflammation? J Clin Med 2022;11:jcm11071800. [PMID: 35407410 PMCID: PMC8999947 DOI: 10.3390/jcm11071800] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2022] [Revised: 03/21/2022] [Accepted: 03/23/2022] [Indexed: 02/07/2023]  Open
30
Schupp T, Weidner K, Rusnak J, Jawhar S, Forner J, Dulatahu F, Brück LM, Hoffmann U, Bertsch T, Müller J, Weiß C, Akin I, Behnes M. Diagnostic and Prognostic Significance of the Prothrombin Time/International Normalized Ratio in Sepsis and Septic Shock. Clin Appl Thromb Hemost 2022;28:10760296221137893. [PMID: 36503298 DOI: 10.1177/10760296221137893] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]  Open
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