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For: Akmese OF, Dogan G, Kor H, Erbay H, Demir E. The Use of Machine Learning Approaches for the Diagnosis of Acute Appendicitis. Emerg Med Int 2020;2020:7306435. [PMID: 32377437 DOI: 10.1155/2020/7306435] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2019] [Accepted: 03/02/2020] [Indexed: 12/24/2022]  Open
Number Cited by Other Article(s)
1
Hariri M, Aydın A, Sıbıç O, Somuncu E, Yılmaz S, Sönmez S, Avşar E. LesionScanNet: dual-path convolutional neural network for acute appendicitis diagnosis. Health Inf Sci Syst 2025;13:3. [PMID: 39654693 PMCID: PMC11625030 DOI: 10.1007/s13755-024-00321-7] [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: 08/23/2024] [Accepted: 11/19/2024] [Indexed: 12/12/2024]  Open
2
Kucukakcali Z, Akbulut S. Role of immature granulocyte and blood biomarkers in predicting perforated acute appendicitis using machine learning model. World J Clin Cases 2025;13:104379. [DOI: 10.12998/wjcc.v13.i22.104379] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/19/2024] [Revised: 03/16/2025] [Accepted: 04/11/2025] [Indexed: 05/14/2025]  Open
3
Navaei M, Doogchi Z, Gholami F, Tavakoli MK. Leveraging Machine Learning for Pediatric Appendicitis Diagnosis: A Retrospective Study Integrating Clinical, Laboratory, and Imaging Data. Health Sci Rep 2025;8:e70756. [PMID: 40260048 PMCID: PMC12010561 DOI: 10.1002/hsr2.70756] [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: 08/06/2024] [Revised: 04/02/2025] [Accepted: 04/07/2025] [Indexed: 04/23/2025]  Open
4
Maleš I, Kumrić M, Huić Maleš A, Cvitković I, Šantić R, Pogorelić Z, Božić J. A Systematic Integration of Artificial Intelligence Models in Appendicitis Management: A Comprehensive Review. Diagnostics (Basel) 2025;15:866. [PMID: 40218216 PMCID: PMC11988987 DOI: 10.3390/diagnostics15070866] [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: 02/27/2025] [Revised: 03/24/2025] [Accepted: 03/27/2025] [Indexed: 04/14/2025]  Open
5
Rey R, Gualtieri R, La Scala G, Posfay Barbe K. Artificial Intelligence in the Diagnosis and Management of Appendicitis in Pediatric Departments: A Systematic Review. Eur J Pediatr Surg 2024;34:385-391. [PMID: 38290564 DOI: 10.1055/a-2257-5122] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2024]
6
An J, Kim IS, Kim KJ, Park JH, Kang H, Kim HJ, Kim YS, Ahn JH. Efficacy of automated machine learning models and feature engineering for diagnosis of equivocal appendicitis using clinical and computed tomography findings. Sci Rep 2024;14:22658. [PMID: 39349512 PMCID: PMC11442641 DOI: 10.1038/s41598-024-72889-9] [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: 04/06/2024] [Accepted: 09/11/2024] [Indexed: 10/02/2024]  Open
7
Gollapalli M, Rahman A, Kudos SA, Foula MS, Alkhalifa AM, Albisher HM, Al-Hariri MT, Mohammad N. Appendicitis Diagnosis: Ensemble Machine Learning and Explainable Artificial Intelligence-Based Comprehensive Approach. BIG DATA AND COGNITIVE COMPUTING 2024;8:108. [DOI: 10.3390/bdcc8090108] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/03/2025]
8
Wei W, Tongping S, Jiaming W. Construction of a clinical prediction model for complicated appendicitis based on machine learning techniques. Sci Rep 2024;14:16473. [PMID: 39013966 PMCID: PMC11252286 DOI: 10.1038/s41598-024-67453-4] [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: 03/07/2024] [Accepted: 07/11/2024] [Indexed: 07/18/2024]  Open
9
Harmantepe AT, Dulger UC, Gonullu E, Dikicier E, Şentürk A, Eröz E. A method for predicting mortality in acute mesenteric ischemia: Machine learning. ULUS TRAVMA ACIL CER 2024;30:487-492. [PMID: 38967529 PMCID: PMC11331353 DOI: 10.14744/tjtes.2024.48074] [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: 01/31/2024] [Revised: 06/02/2024] [Accepted: 06/07/2024] [Indexed: 07/06/2024]
10
Yazici H, Ugurlu O, Aygul Y, Ugur MA, Sen YK, Yildirim M. Predicting severity of acute appendicitis with machine learning methods: a simple and promising approach for clinicians. BMC Emerg Med 2024;24:101. [PMID: 38886641 PMCID: PMC11184860 DOI: 10.1186/s12873-024-01023-9] [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: 12/07/2023] [Accepted: 06/12/2024] [Indexed: 06/20/2024]  Open
11
Males I, Boban Z, Kumric M, Vrdoljak J, Berkovic K, Pogorelic Z, Bozic J. Applying an explainable machine learning model might reduce the number of negative appendectomies in pediatric patients with a high probability of acute appendicitis. Sci Rep 2024;14:12772. [PMID: 38834671 DOI: 10.1038/s41598-024-63513-x] [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: 12/28/2023] [Accepted: 05/29/2024] [Indexed: 06/06/2024]  Open
12
Cappuccio M, Bianco P, Rotondo M, Spiezia S, D'Ambrosio M, Menegon Tasselli F, Guerra G, Avella P. Current use of artificial intelligence in the diagnosis and management of acute appendicitis. Minerva Surg 2024;79:326-338. [PMID: 38477067 DOI: 10.23736/s2724-5691.23.10156-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/14/2024]
13
Bianchi V, Giambusso M, De Iacob A, Chiarello MM, Brisinda G. Artificial intelligence in the diagnosis and treatment of acute appendicitis: a narrative review. Updates Surg 2024;76:783-792. [PMID: 38472633 PMCID: PMC11129994 DOI: 10.1007/s13304-024-01801-x] [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: 02/06/2024] [Accepted: 02/24/2024] [Indexed: 03/14/2024]
14
Abu-Ashour W, Emil S, Poenaru D. Using Artificial Intelligence to Label Free-Text Operative and Ultrasound Reports for Grading Pediatric Appendicitis. J Pediatr Surg 2024;59:783-790. [PMID: 38383177 DOI: 10.1016/j.jpedsurg.2024.01.033] [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: 01/11/2024] [Accepted: 01/22/2024] [Indexed: 02/23/2024]
15
Wang S, Bao C, Pei D. Application of Data Mining Technology in the Screening for Gallbladder Stones: A Cross-Sectional Retrospective Study of Chinese Adults. Yonsei Med J 2024;65:210-216. [PMID: 38515358 PMCID: PMC10973557 DOI: 10.3349/ymj.2023.0246] [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: 06/26/2023] [Revised: 08/21/2023] [Accepted: 11/07/2023] [Indexed: 03/23/2024]  Open
16
Bhandarkar S, Tsutsumi A, Schneider EB, Ong CS, Paredes L, Brackett A, Ahuja V. Emergent Applications of Machine Learning for Diagnosing and Managing Appendicitis: A State-of-the-Art Review. Surg Infect (Larchmt) 2024;25:7-18. [PMID: 38150507 DOI: 10.1089/sur.2023.201] [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] [Indexed: 12/29/2023]  Open
17
Marcinkevičs R, Reis Wolfertstetter P, Klimiene U, Chin-Cheong K, Paschke A, Zerres J, Denzinger M, Niederberger D, Wellmann S, Ozkan E, Knorr C, Vogt JE. Interpretable and intervenable ultrasonography-based machine learning models for pediatric appendicitis. Med Image Anal 2024;91:103042. [PMID: 38000257 DOI: 10.1016/j.media.2023.103042] [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: 03/30/2023] [Revised: 11/10/2023] [Accepted: 11/20/2023] [Indexed: 11/26/2023]
18
Shahmoradi L, Safdari R, Mirhosseini MM, Rezayi S, Javaherzadeh M. Development and evaluation of a clinical decision support system for early diagnosis of acute appendicitis. Sci Rep 2023;13:19703. [PMID: 37951984 PMCID: PMC10640605 DOI: 10.1038/s41598-023-46721-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2023] [Accepted: 11/04/2023] [Indexed: 11/14/2023]  Open
19
Harmantepe AT, Dikicier E, Gönüllü E, Ozdemir K, Kamburoğlu MB, Yigit M. A different way to diagnosis acute appendicitis: machine learning. POLISH JOURNAL OF SURGERY 2023;96:38-43. [PMID: 38629278 DOI: 10.5604/01.3001.0053.5994] [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] [Indexed: 04/19/2024]
20
Küçükakçali Z, Akbulut S, Çolak C. Value of fecal calprotectin in prediction of acute appendicitis based on a proposed model of machine learning. ULUS TRAVMA ACIL CER 2023;29:655-662. [PMID: 37278078 PMCID: PMC10315941 DOI: 10.14744/tjtes.2023.10001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2022] [Accepted: 12/15/2022] [Indexed: 06/07/2023]
21
Akbulut S, Yagin FH, Cicek IB, Koc C, Colak C, Yilmaz S. Prediction of Perforated and Nonperforated Acute Appendicitis Using Machine Learning-Based Explainable Artificial Intelligence. Diagnostics (Basel) 2023;13:1173. [PMID: 36980481 PMCID: PMC10047288 DOI: 10.3390/diagnostics13061173] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/25/2022] [Revised: 03/12/2023] [Accepted: 03/17/2023] [Indexed: 03/22/2023]  Open
22
Phan-Mai TA, Thai TT, Mai TQ, Vu KA, Mai CC, Nguyen DA. Validity of Machine Learning in Detecting Complicated Appendicitis in a Resource-Limited Setting: Findings from Vietnam. BIOMED RESEARCH INTERNATIONAL 2023;2023:5013812. [PMID: 37090195 PMCID: PMC10121350 DOI: 10.1155/2023/5013812] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/14/2022] [Revised: 11/30/2022] [Accepted: 03/28/2023] [Indexed: 04/25/2023]
23
Mijwil MM, Aggarwal K. A diagnostic testing for people with appendicitis using machine learning techniques. MULTIMEDIA TOOLS AND APPLICATIONS 2022;81:7011-7023. [PMID: 35095329 PMCID: PMC8785023 DOI: 10.1007/s11042-022-11939-8] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/25/2021] [Revised: 09/09/2021] [Accepted: 01/03/2022] [Indexed: 05/07/2023]
24
Bektaş M, Tuynman JB, Costa Pereira J, Burchell GL, van der Peet DL. Machine Learning Algorithms for Predicting Surgical Outcomes after Colorectal Surgery: A Systematic Review. World J Surg 2022;46:3100-3110. [PMID: 36109367 PMCID: PMC9636121 DOI: 10.1007/s00268-022-06728-1] [Citation(s) in RCA: 39] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/22/2022] [Indexed: 01/14/2023]
25
Teng TZJ, Thong XR, Lau KY, Balasubramaniam S, Shelat VG. Acute appendicitis-advances and controversies. World J Gastrointest Surg 2021;13:1293-1314. [PMID: 34950421 PMCID: PMC8649565 DOI: 10.4240/wjgs.v13.i11.1293] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/18/2021] [Revised: 06/24/2021] [Accepted: 09/29/2021] [Indexed: 02/06/2023]  Open
26
Marcinkevics R, Reis Wolfertstetter P, Wellmann S, Knorr C, Vogt JE. Using Machine Learning to Predict the Diagnosis, Management and Severity of Pediatric Appendicitis. Front Pediatr 2021;9:662183. [PMID: 33996697 PMCID: PMC8116489 DOI: 10.3389/fped.2021.662183] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/31/2021] [Accepted: 04/01/2021] [Indexed: 01/07/2023]  Open
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