King's College London

Research portal

Dr Iain Marshall

  1. Machine learning to help researchers evaluate biases in clinical trials: a prospective, randomized user study.

    Soboczenski, F., Trikalinos, T. A., Kuiper, J., Bias, R., Wallace, B. C. & Marshall, I. J. Nov 2018 (Submitted) In : BMC medical informatics and decision making. 30 p.

    Research output: Contribution to journalArticle

  2. Reliability of rapid reviews: how information retrieval shortcuts affect meta-analysis results

    Marshall, I. J., Marshall, R., Wallace, B. C., Brassey, J. & Thomas, J. 5 Oct 2018 (Submitted) In : Journal of Clinical Epidemiology.

    Research output: Contribution to journalArticle

  3. Machine learning for identifying Randomized Controlled Trials: An evaluation and practitioner's guide

    Marshall, I. J., Noel-Storr, A., Kuiper, J., Thomas, J. & Wallace, B. C. 7 Feb 2018 In : Research Synthesis Methods.

    Research output: Contribution to journalArticle

  4. A neural candidate-selector architecture for automatic structured clinical text annotation

    Singh, G., Marshall, I. J., Thomas, J., Shawe-Taylor, J. & Wallace, B. C. 6 Nov 2017 CIKM 2017 - Proceedings of the 2017 ACM Conference on Information and Knowledge Management. Association for Computing Machinery, Vol. Part F131841, p. 1519-1528 10 p.

    Research output: Chapter in Book/Report/Conference proceedingOther chapter contribution

  5. Identifying reports of randomized controlled trials (RCTs) via a hybrid machine learning and crowdsourcing approach

    Wallace, B. C., Noel-Storr, A., Marshall, I. J., Cohen, A. M., Smalheiser, N. R. & Thomas, J. 1 Nov 2017 In : Journal of the American Medical Informatics Association. 24, 6, p. 1165-1168 4 p.

    Research output: Contribution to journalArticle

  6. Living systematic reviews: 2. Combining human and machine effort

    Thomas, J., Noel-Storr, A., Marshall, I., Wallace, B., McDonald, S., Mavergames, C., Glasziou, P., Shemilt, I., Synnot, A., Turner, T. & Elliott, J. 11 Sep 2017 In : Journal of Clinical Epidemiology.

    Research output: Contribution to journalArticle

  7. Automating Biomedical Evidence Synthesis: RobotReviewer

    Marshall, I. J., Kuiper, J., Banner, E. & Wallace, B. C. Jul 2017 In : Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics.

    Research output: Contribution to journalArticle

  8. Identifying diagnostic test accuracy publications using a deep model

    Singh, G., Marshall, I., Thomas, J. & Wallace, B. 2017 In : CEUR Workshop Proceedings. 1866

    Research output: Contribution to journalArticle

  9. Rationale-Augmented Convolutional Neural Networks for Text Classification

    Zhang, Y., Marshall, I. J. & Wallace, B. C. Nov 2016 In : Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP). 2016, p. 795-804

    Research output: Contribution to journalConference paper

  10. Accepted/In press

    Extracting PICO Sentences from Clinical Trial Reports using Supervised Distant Supervision

    Wallace, B. C., Kuiper, J., Sharma, A., Zhu, M. B. & Marshall, I. J. 6 Jun 2016 (Accepted/In press) In : JOURNAL OF MACHINE LEARNING RESEARCH.

    Research output: Contribution to journalArticle

  11. Crowdsourcing Information Extraction for Biomedical Systematic Reviews

    Sun, Y., Cheng, P., Wang, S., Marshall, I. J., Lyu, H., Lease, M. & Wallace, B. C. 2016 In : 4th AAAI Conference on Human Computation and Crowdsourcing (HCOMP).

    Research output: Contribution to journalConference paper

  12. The effects of socioeconomic status on stroke risk and outcomes

    Marshall, I. J., Wang, Y., Crichton, S. L., McKevitt, C. J., Rudd, A. & Wolfe, C. D. A. Dec 2015 In : Lancet Neurology. 14, 12, p. 1206-1218 13 p.

    Research output: Contribution to journalReview article

  13. Commentary on: Using text mining for study identification in systematic reviews: a systematic review of current approaches

    Wallace, B. C. & Marshall, I. J. Sep 2015 In : Cochrane Database of Systematic Reviews. 2015, Supplement 2 (Cochrane Methods), p. 12-13

    Research output: Contribution to journalLiterature review

  14. Automating Risk of Bias Assessment for Clinical Trials

    Marshall, I., Kuiper, J. & Wallace, B. C. 8 May 2015 In : IEEE Journal of Biomedical and Health Informatics. 19, 4, p. 1406-1412 7 p.

    Research output: Contribution to journalArticle

  15. Automating Risk of Bias Assessment for Clinical Trials

    Marshall, I., Kuiper, J. & Wallace, B. C. 2014 BCB '14 : Proceedings of the 5th ACM Conference on Bioinformatics, Computational Biology, and Health Informatics. New York, NY: ACM, p. 88-95 8 p.

    Research output: Chapter in Book/Report/Conference proceedingConference paper

  16. Spá: A Web-Based Viewer for Text Mining in Evidence Based Medicine

    Kuiper, J., Marshall, I., Wallace, B. C. & Swertz, MA. 2014 Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2014, Nancy, France, September 15-19, 2014. Proceedings, Part III. Berlin: Springer, p. 452-455 4 p. (Lecture Notes in Computer Science; vol. 8726)

    Research output: Chapter in Book/Report/Conference proceedingConference paper

  17. Lay perspectives on hypertension and drug adherence: systematic review of qualitative research

    Marshall, I., Wolfe, C. & McKevitt, C. 9 Jul 2012 In : BMJ. 345, 7867, 16 p., e3953

    Research output: Contribution to journalArticle

Export:RIS BibTex Word PDF - will at most contain 500 items

Search within the list

Refine results

Language

Language

Publication year

Publication year

Full text

Full text

Meeting and poster abstracts

Meeting and poster abstracts

Authors

Authors

© 2018 King's College London | Strand | London WC2R 2LS | England | United Kingdom | Tel +44 (0)20 7836 5454