Fetching the paper…
Reading the bibliography…
Systematic reviews are crucial for evidence-based medicine as they comprehensively analyse published research findings on specific questions.
Collaboration, C.: The cochrane library. Database available on disk and CDROM. Oxford, UK, Update Software (2002)
2002
Earlier work this paper cites.
Crumley, E.T., Wiebe, N., Cramer, K., Klassen, T.P., Hartling, L.: Which resources should be used to identify rct/ccts for systematic reviews: a systematic review. BMC Medical Research Methodology 5, 1–13 (2005)
2005
Earlier work this paper cites.
Cohen, A., Hersh, W., Peterson, K., Yen, P.: Reducing workload in systematic review preparation using automated citation classification. Journal of the American Medical Informatics Association 13(2), 206–219 (2006)
2006
Earlier work this paper cites.
Thomas, J., Harden, A.: Methods for the thematic synthesis of qualitative research in systematic reviews. BMC medical research methodology 8(1), 45 (2008)
2008
Earlier work this paper cites.
Cohen, A.M., Ambert, K., McDonagh, M.: A prospective evaluation of an automated classification system to support evidence-based medicine and systematic review. In: AMIA annual symposium proceedings. vol. 2010, p. 121. American Medical Informatics Association (2010)
2010
Earlier work this paper cites.
Wallace, B.C., Trikalinos, T.A., Lau, J., Brodley, C., Schmid, C.H.: Semi-automated screening of biomedical citations for systematic reviews. BMC bioinformatics 11(1), 55 (2010)
2010
Earlier work this paper cites.
Kozorovitsky, A.K., Kurland, O.: From“identical”to“similar”: Fusing retrieved lists based on inter-document similarities. Journal of Artificial Intelligence Research 41, 267–296 (2011)
2011
Earlier work this paper cites.
Wallace, B.C., Small, K., Brodley, C.E., Lau, J., Trikalinos, T.A.: Deploying an interactive machine learning system in an evidence-based practice center: Abstrackr. In: Proceedings of the 2nd ACM International Health Informatics Symposium. pp. 819–824 (2012)
2012
Earlier work this paper cites.
Clark, J.: Systematic reviewing. In: Suhail A. R. Doi, G.M.W. (ed.) Methods of Clinical Epidemiology. Springer (2013)
2013
Earlier work this paper cites.
Miwa, M., Thomas, J., O’Mara-Eves, A., Ananiadou, S.: Reducing systematic review workload through certainty-based screening. Journal of Biomedical Informatics 51, 242–253 (2014)
2014
Earlier work this paper cites.
Alharbi, A., Stevenson, M.: Ranking abstracts to identify relevant evidence for systematic reviews: The university of sheffield’s approach to CLEF eHealth 2017 task 2. In: CEUR Workshop Proceedings: Working Notes of CLEF 2017: Conference and Labs of the Evaluation Forum (2017)
2017
Earlier work this paper cites.
Anagnostou, A., Lagopoulos, A., Tsoumakas, G., Vlahavas, I.P.: Combining inter-review learning-to-rank and intra-review incremental training for title and abstract screening in systematic reviews. In: CEUR Workshop Proceedings: Working Notes of CLEF 2017: Conference and Labs of the Evaluation Forum (2017)
2017
Earlier work this paper cites.
Bramer, W.M., Rethlefsen, M.L., Kleijnen, J., Franco, O.H.: Optimal database combinations for literature searches in systematic reviews: a prospective exploratory study. Systematic reviews 6, 1–12 (2017)
2017
Earlier work this paper cites.
Chen, J., Chen, S., Song, Y., Liu, H., Wang, Y., Hu, Q., He, L., Yang, Y.: ECNU at 2017 eHealth task 2: Technologically assisted reviews in empirical medicine. In: CEUR Workshop Proceedings: Working Notes of CLEF 2017: Conference and Labs of the Evaluation Forum (2017)
2017
Earlier work this paper cites.
Di Nunzio, G.M., Beghini, F., Vezzani, F., Henrot, G.: An interactive two-dimensional approach to query aspects rewriting in systematic reviews. IMS unipd at CLEF eHealth task 2. In: CEUR Workshop Proceedings: Working Notes of CLEF 2017: Conference and Labs of the Evaluation Forum (2017)
2017
Earlier work this paper cites.
Kanoulas, E., Li, D., Azzopardi, L., Spijker, R.: CLEF 2017 technologically assisted reviews in empirical medicine overview. In: CEUR Workshop Proceedings: Working Notes of CLEF 2017: Conference and Labs of the Evaluation Forum (2017)
2017
Earlier work this paper cites.
Scells, H., Zuccon, G., Deacon, A., Koopman, B.: QUT ielab at CLEF eHealth 2017 technology assisted reviews track: Initial experiments with learning to rank. In: CEUR Workshop Proceedings: Working Notes of CLEF 2017: Conference and Labs of the Evaluation Forum (2017)
2017
Earlier work this paper cites.
Singh, J., Thomas, L.: IIIT-H at CLEF eHealth 2017 task 2: Technologically assisted reviews in empirical medicine. In: CEUR Workshop Proceedings: Working Notes of CLEF 2017: Conference and Labs of the Evaluation Forum (2017)
2017
Earlier work this paper cites.
Abualsaud, M., Ghelani, N., Zhang, H., Smucker, M.D., Cormack, G.V., Grossman, M.R.: A system for efficient high-recall retrieval. In: Proceedings of the 41st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval. pp. 1317–1320 (2018)
2018
Earlier work this paper cites.
Alharbi, A., Briggs, W., Stevenson, M.: Retrieving and ranking studies for systematic reviews: University of Sheffield’s approach to CLEF eHealth 2018 Task 2. In: CEUR Workshop Proceedings: Working Notes of CLEF 2018: Conference and Labs of the Evaluation Forum. vol. 2125. CEUR Workshop Proceedings (2018)
2018
Earlier work this paper cites.
Di Nunzio, G.M., Ciuffreda, G., Vezzani, F.: Interactive sampling for systematic reviews. IMS unipd at CLEF 2018 eHealth task 2. In: CEUR Workshop Proceedings: Working Notes of CLEF 2018: Conference and Labs of the Evaluation Forum (2018)
2018
Earlier work this paper cites.
Kanoulas, E., Spijker, R., Li, D., Azzopardi, L.: CLEF 2018 technology assisted reviews in empirical medicine overview. In: CEUR Workshop Proceedings: Working Notes of CLEF 2018: Conference and Labs of the Evaluation Forum (2018)
2018
Earlier work this paper cites.
Lagopoulos, A., Anagnostou, A., Minas, A., Tsoumakas, G.: Learning-to-rank and relevance feedback for literature appraisal in empirical medicine. In: CEUR Workshop Proceedings: Working Notes of CLEF 2018: Conference and Labs of the Evaluation Forum. pp. 52–63. Springer (2018)
2018
Cited alongside, same era.
Lee, G.E., Sun, A.: Seed-driven document ranking for systematic reviews in evidence-based medicine. In: Proceedings of the 41st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval. pp. 455–464 (2018)
2018
Cited alongside, same era.
Minas, A., Lagopoulos, A., Tsoumakas, G.: Aristotle university’s approach to the technologically assisted reviews in empirical medicine task of the 2018 CLEF eHealth lab. In: CEUR Workshop Proceedings: Working Notes of CLEF 2018: Conference and Labs of the Evaluation Forum (2018)
2018
Cited alongside, same era.
Wu, H., Wang, T., Chen, J., Chen, S., Hu, Q., He, L.: Ecnu at 2018 ehealth task 2: Technologically assisted reviews in empirical medicine. Methods-a Companion to Methods in Enzymology 4(5), 7 (2018)
Wang, S., Scells, H., Clark, J., Koopman, B., Zuccon, G.: From little things big things grow: A collection with seed studies for medical systematic review literature search. In: Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval. pp. 3176–3186 (2022)
2022
Later among the works it cites.
Wang, S., Scells, H., Koopman, B., Zuccon, G.: Automated mesh term suggestion for effective query formulation in systematic reviews literature search. Intelligent Systems with Applications p. 200141 (2022)
2022
Later among the works it cites.
Wang, S., Scells, H., Koopman, B., Zuccon, G.: Neural rankers for effective screening prioritisation in medical systematic review literature search. In: Proceedings of the 26th Australasian Document Computing Symposium. pp. 1–10 (2022)
2022
Later among the works it cites.
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
2018
Cited alongside, same era.
Zou, J., Li, D., Kanoulas, E.: Technology assisted reviews: Finding the last few relevant documents by asking Yes/No questions to reviewers. In: Proceedings of the 41st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval. pp. 949–952 (2018)
2018
Cited alongside, same era.
Chandler, J., Cumpston, M., Li, T., Page, M.J., Welch, V.A.: Cochrane Handbook for Systematic Reviews of Interventions. John Wiley & Sons (2019)
2019
Cited alongside, same era.
Kanoulas, E., Li, D., Azzopardi, L., Spijker, R.: CLEF 2019 technology assisted reviews in empirical medicine overview. In: CEUR Workshop Proceedings: Working Notes of CLEF 2018: Conference and Labs of the Evaluation Forum. vol. 2380 (2019)
2019
Cited alongside, same era.
Norman, C.R., Leeflang, M.M., Porcher, R., Névéol, A.: Measuring the impact of screening automation on meta-analyses of diagnostic test accuracy. Systematic reviews 8(1), 243 (2019)
2019
Cited alongside, same era.
Scells, H., Zuccon, G., Koopman, B.: Automatic boolean query refinement for systematic review literature search. In: Proceedings of the 28th World Wide Web Conference. pp. 1646–1656 (2019)
2019
Cited alongside, same era.
Callaghan, M.W., Müller-Hansen, F.: Statistical stopping criteria for automated screening in systematic reviews. Systematic Reviews 9(1), 1–14 (2020)
2020
Cited alongside, same era.
Carvallo, A., Parra, D., Lobel, H., Soto, A.: Automatic document screening of medical literature using word and text embeddings in an active learning setting. Scientometrics 125, 3047–3084 (2020)
2020
Cited alongside, same era.
2020
Cited alongside, same era.
2022
Later among the works it cites.
Yang, E., MacAvaney, S., Lewis, D.D., Frieder, O.: Goldilocks: Just-right tuning of bert for technology-assisted review. In: European Conference on Information Retrieval. pp. 502–517. Springer (2022)
2022
Later among the works it cites.
Alshami, A., Elsayed, M., Ali, E., Eltoukhy, A.E., Zayed, T.: Harnessing the power of chatgpt for automating systematic review process: Methodology, case study, limitations, and future directions. Systems 11(7), 351 (2023)
2023
Later among the works it cites.
Chiang, W.L., Li, Z., Lin, Z., Sheng, Y., Wu, Z., Zhang, H., Zheng, L., Zhuang, S., Zhuang, Y., Gonzalez, J.E., et al.: Vicuna: An open-source chatbot impressing gpt-4 with 90%* chatgpt quality. See https://vicuna. lmsys. org (accessed 14 April 2023) (2023)
2023
Later among the works it cites.
2023
Later among the works it cites.
2023
Later among the works it cites.
2023
Later among the works it cites.
2023
Later among the works it cites.
2023
Later among the works it cites.
Taori, R., Gulrajani, I., Zhang, T., Dubois, Y., Li, X., Guestrin, C., Liang, P., Hashimoto, T.B.: Stanford alpaca: An instruction-following llama model
2023
Later among the works it cites.
2023
Later among the works it cites.
2023
Later among the works it cites.
Wang, S., Li, H., Zuccon, G.: Mesh suggester: A library and system for mesh term suggestion for systematic review boolean query construction. In: Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining. pp. 1176–1179 (2023)
2023
Later among the works it cites.
Wang, S., Scells, H., Koopman, B., Zuccon, G.: Can chatgpt write a good boolean query for systematic review literature search? In: Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval. p. 1426–1436. SIGIR ’23, Association for Computing Machinery, New York, NY, USA (2023). https://doi.org/10.1145/3539618.3591703,
2023
Later among the works it cites.
2023
Later among the works it cites.
2023
Later among the works it cites.
2023
Later among the works it cites.