Published on in Vol 22, No 12 (2020): December

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/22422, first published .
Deep Neural Network for Reducing the Screening Workload in Systematic Reviews for Clinical Guidelines: Algorithm Validation Study

Deep Neural Network for Reducing the Screening Workload in Systematic Reviews for Clinical Guidelines: Algorithm Validation Study

Deep Neural Network for Reducing the Screening Workload in Systematic Reviews for Clinical Guidelines: Algorithm Validation Study

Journals

  1. Kharawala S, Mahajan A, Gandhi P. Artificial intelligence in systematic literature reviews: a case for cautious optimism. Journal of Clinical Epidemiology 2021;138:243 View
  2. Burgard T, Bittermann A. Reducing Literature Screening Workload With Machine Learning. Zeitschrift für Psychologie 2023;231(1):3 View
  3. Bragge P, Bayley M, Velikonja D, Togher L, Ponsford J, Janzen S, Harnett A, Kua A, Patsakos E, McIntyre A, Teasell R, Kennedy M, Marshall S. The Future of INCOG (Is Now). Journal of Head Trauma Rehabilitation 2023;38(1):103 View
  4. Santos Á, da Silva E, Couto L, Reis G, Belo V. The use of artificial intelligence for automating or semi-automating biomedical literature analyses: A scoping review. Journal of Biomedical Informatics 2023;142:104389 View
  5. Mozgai S, Kaurloto C, Winn J, Leeds A, Heylen D, Hartholt A, Scherer S. Machine learning for semi-automated scoping reviews. Intelligent Systems with Applications 2023;19:200249 View
  6. Kameyama M, Umeda‐Kameyama Y. Applications of artificial intelligence in dementia. Geriatrics & Gerontology International 2024;24(S1):25 View
  7. Tang F, Bukowski M, Schmitz-Rode T, Farkas R. Guidance for Clinical Evaluation under the Medical Device Regulation through Automated Scoping Searches. Applied Sciences 2023;13(13):7639 View
  8. Chappell M, Edwards M, Watkins D, Marshall C, Graziadio S. Machine learning for accelerating screening in evidence reviews. Cochrane Evidence Synthesis and Methods 2023;1(5) View
  9. Li X, Liao J, Chen M, Gao K, Wang Y, Yan S, Huang Q, Wang Y, Shi Y, Hu W, Jin Y. The Application of Computer Technology to Clinical Practice Guideline Implementation: A Scoping Review. Journal of Medical Systems 2023;48(1) View
  10. Tóth B, Berek L, Gulácsi L, Péntek M, Zrubka Z. Automation of systematic reviews of biomedical literature: a scoping review of studies indexed in PubMed. Systematic Reviews 2024;13(1) View