("Review Literature as Topic"[Mesh] AND systematic review*[ti] NOT protocol[ti] AND (reporting[ti] OR method*[ti] OR identify*[ti] OR searching[ti] OR quality[ti] OR bias[ti] OR planning[ti] OR Impact[ti] OR screening[ti] OR teaching[ti] OR education - Search Results

Year	Number of Results
2022	1
2023	1
2024	63
2025	104
2026	65

1

Methodological appraisal practices in AI-Based radiomics research in paediatric brain tumour Imaging: A Meta-Research study of systematic reviews.

Hildebrand LP, Clarke LM, White SJ, Perperidis A, Gorayski P, Doig M, To MS. Hildebrand LP, et al. J Clin Neurosci. 2026 Aug;150:112021. doi: 10.1016/j.jocn.2026.112021. Epub 2026 Apr 23. J Clin Neurosci. 2026. PMID: 42030719 Free article.

2

Enhancing Transparency, Auditability, and Reproducibility of Deduplication in Systematic Reviews: Tutorial for the Rayyan Method and Systematic Auto Resolver.

Kim MM, Shanaa AM, Hammady H, Aboelnour M, Ayan R. Kim MM, et al. Interact J Med Res. 2026 Jul 14;15:e94317. doi: 10.2196/94317. Interact J Med Res. 2026. PMID: 42447231 Free article.

3

Qualitative Analysis of Discrepancy Patterns Between Large Language Models and Human Reviewers in Abstract Screening for Systematic Reviews.

Lee KH, Kim H, Yang DS, Yoon WS, Rim CH. Lee KH, et al. J Epidemiol. 2026 Jul 4. doi: 10.2188/jea.JE20260233. Online ahead of print. J Epidemiol. 2026. PMID: 42402393 Free article.

4

A call for methodological rigour: suspending systematic reviews and meta-analyses of observational studies on ultra-processed foods.

Louie JCY. Louie JCY. Eur J Clin Nutr. 2026 Jul;80(7):643-647. doi: 10.1038/s41430-026-01764-9. Epub 2026 May 19. Eur J Clin Nutr. 2026. PMID: 42156551 Free PMC article. Review. No abstract available.

5

Evaluating the quality of systematic reviews and meta-analyses published in behaviour analysis journals: An umbrella review.

May R, Campbell O, Apanasionok M, Molina J, Seel C, Totsika V, McTiernan A, Tennyson A, Grindle C, Dymond S. May R, et al. PLoS One. 2026 Jun 26;21(6):e0350142. doi: 10.1371/journal.pone.0350142. eCollection 2026. PLoS One. 2026. PMID: 42361144 Free PMC article.

6

Screening and diagnosis tools for sarcopenia: an overview of systematic reviews.

Zou J, Wang L, Li S, Ran J, Yang X, Tian C, Liu Y, Peng W. Zou J, et al. Syst Rev. 2026 Jun 23. doi: 10.1186/s13643-026-03238-2. Online ahead of print. Syst Rev. 2026. PMID: 42337675 Free article.

7

The impact of probiotics and synbiotics supplementation on bone health; an umbrella review of systematic reviews and meta-analysis.

Mazandarani M, Lashkarbolouk N, Ejtahed HS, Dehghani A, Molani-Gol R, Hasani-Ranjbar S, Larijani B. Mazandarani M, et al. SAGE Open Med. 2026 Jun 22;14:20503121261460585. doi: 10.1177/20503121261460585. eCollection 2026. SAGE Open Med. 2026. PMID: 42369220 Free PMC article. Review.

8

Characterizing updated and living meta-analyses part 1: a methodological scoping review on methods for conducting meta-analyses in updated and living systematic reviews.

Konstantinidis M, Kontouli KM, Zhelnov P, Stratton C, McGowan J, Simmonds M, Moher D, Tricco AC, Veroniki AA. Konstantinidis M, et al. J Clin Epidemiol. 2026 Jun 22;197:112389. doi: 10.1016/j.jclinepi.2026.112389. Online ahead of print. J Clin Epidemiol. 2026. PMID: 42331113 Free article.

9

From review to synthesis: A step-by-step methodological guide to systematic reviews and multilevel meta-analyses.

Hu M, Koh PS, Soh XC, Hartanto A, Majeed NM. Hu M, et al. Behav Res Methods. 2026 Jun 16;58(7):197. doi: 10.3758/s13428-026-02961-x. Behav Res Methods. 2026. PMID: 42301588 Free PMC article.

10

Using full agreement across multiple large language models for title-and-abstract screening in systematic reviews: a proof-of-concept.

Hilkenmeier F, Stoltenberg M, Stierle C. Hilkenmeier F, et al. Syst Rev. 2026 Jun 12;15(1):191. doi: 10.1186/s13643-026-03228-4. Syst Rev. 2026. PMID: 42286747 Free PMC article.

11

Enhancing Transparency, Auditability, and Reproducibility of Deduplication in Systematic Reviews: A Tutorial for the Rayyan Method and Systematic Auto Resolver Feature.

Kim M, Shanaa AM, Hammady H, Aboelnour M, Ayan R. Kim M, et al. Interact J Med Res. 2026 Jun 10;15:e94317. doi: 10.2196/94317. Online ahead of print. Interact J Med Res. 2026. PMID: 42274223 Free PMC article.

12

Assessment of Selective Reporting Biases in Studies Included in Campbell Systematic Reviews: A Systematic Review.

Littell JH, Valentine JC, Gorman DM, Pigott TD. Littell JH, et al. Campbell Syst Rev. 2026 May 5;22(2):18911803261435892. doi: 10.1177/18911803261435892. eCollection 2026 Jun. Campbell Syst Rev. 2026. PMID: 42282100 Free PMC article. Review.

13

Systematic reviews on hot methods topics.

Bakken S. Bakken S. J Am Med Inform Assoc. 2026 Jun 1;33(6):1087-1088. doi: 10.1093/jamia/ocag072. J Am Med Inform Assoc. 2026. PMID: 42173162 Free article. No abstract available.

14

Development of living evidence-informed guidelines, part 4: Rationale and methodology for conducting systematic reviews to inform guidelines.

Verdugo-Paiva F, Urquhart O, Bhosale AS, Martins-Pfeifer C, Glick M, Carrasco-Labra A. Verdugo-Paiva F, et al. J Am Dent Assoc. 2026 Jun;157(6):602-610. doi: 10.1016/j.adaj.2025.09.011. Epub 2026 Mar 2. J Am Dent Assoc. 2026. PMID: 41770178 Free article. Review.

15

Assessing language bias in pediatric surgical systematic reviews: A meta-epidemiological study.

Moghul D, Guadagno E, Kundu S, Poenaru D, Baird R. Moghul D, et al. J Pediatr Surg. 2026 Jun;61(6):162999. doi: 10.1016/j.jpedsurg.2026.162999. Epub 2026 Feb 4. J Pediatr Surg. 2026. PMID: 41651112 Free article.

16

Artificial Intelligence Software to Accelerate Screening for Living Systematic Reviews.

Fuller-Tyszkiewicz M, Jones A, Vasa R, Macdonald JA, Deane C, Samuel D, Evans-Whipp T, Olsson CA. Fuller-Tyszkiewicz M, et al. Clin Child Fam Psychol Rev. 2026 Jun;29(2):191-199. doi: 10.1007/s10567-025-00519-5. Epub 2025 Apr 18. Clin Child Fam Psychol Rev. 2026. PMID: 40249499 Free PMC article.

17

The impact of funding on the quality and interpretation of systematic reviews of mechanical thrombectomy in stroke patients.

Ghozy S, El-Qushayri AE, Gbreel MI, Farahat RA, Azzam AY, Elfil M, Kobeissi H, Dmytriw A, Al-Mufti F, Kadirvel R, Kallmes DF. Ghozy S, et al. Interv Neuroradiol. 2026 Jun;32(3):698-705. doi: 10.1177/15910199221145741. Epub 2022 Dec 14. Interv Neuroradiol. 2026. PMID: 36852503 Free PMC article. Review.

18

High rates of spin bias in systematic reviews regarding anterior cervical discectomy and fusion vs. posterior cervical foraminotomy: a systematic review.

Rusu D, Olurin J, Lindgren A, Mohty N, Avetisian H, Abdou MA, Wang JC, Hah RJ, Alluri RK. Rusu D, et al. J Spine Surg. 2026 May 31;12(5):82. doi: 10.21037/jss-2026-1-0021. Epub 2026 May 27. J Spine Surg. 2026. PMID: 42294377 Free PMC article. Review.

19

Evaluating Elicit's systematic reviews workflow in an umbrella review on air pollution and acute lower respiratory infections: a methodological study for quality appraisal.

Mazzali C, Pinciroli T, Valetto MR, Dri P, Russo AG; Air and Health Atlas Study Group. Mazzali C, et al. BMC Med Res Methodol. 2026 May 30. doi: 10.1186/s12874-026-02892-3. Online ahead of print. BMC Med Res Methodol. 2026. PMID: 42218363 Free article.

20

Modulate Obesity and relateD metabolic complIcations For Yielding improvements in IBD outcomes (MODIFY-IBD): consensus on obesity and cardiometabolic comorbidities in inflammatory bowel disease using systematic reviews and the RAND/UCLA appropriateness method.

Devi J, Samaan S, Sehgal P, Mohamed M, Vincent M, Coombs S, Doering M, Barnes EL, Johnson AM, Yarur AJ, Deepak P. Devi J, et al. BMJ Open. 2026 May 26;16(5):e115709. doi: 10.1136/bmjopen-2025-115709. BMJ Open. 2026. PMID: 42191195 Free PMC article.

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