King's College London

Research portal

Dr Iain Marshall

  1. Rapid reviews may produce different results to systematic reviews: a meta-epidemiological study

    Marshall, I. J., Marshall, R., Wallace, B. C., Brassey, J. & Thomas, J., 25 Dec 2018, In : Journal of Clinical Epidemiology. 109, p. 30-41 12 p.

    Research output: Contribution to journalArticle

  2. 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

  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. Extracting PICO Sentences from Clinical Trial Reports using Supervised Distant Supervision

    Wallace, B. C., Kuiper, J., Sharma, A., Zhu, M. B. & Marshall, I. J., 16 Jul 2016, 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. RobotReviewer: Evaluation of a System for Automatically Assessing Bias in Clinical Trials

    Marshall, I., Kuiper, J. & Wallace, B. C., 2015, In : Journal of the American Medical Informatics Association : JAMIA. p. 193-201 10 p.

    Research output: Contribution to journalArticle

  16. 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

  17. 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

  18. 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

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