Marshall IJ - Search Results

1

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

Soboczenski F, Trikalinos TA, Kuiper J, Bias RG, Wallace BC, Marshall IJ. Soboczenski F, et al. Among authors: marshall ij. BMC Med Inform Decis Mak. 2019 May 8;19(1):96. doi: 10.1186/s12911-019-0814-z. BMC Med Inform Decis Mak. 2019. PMID: 31068178 Free PMC article.

2

Automating risk of bias assessment for clinical trials.

Marshall IJ, Kuiper J, Wallace BC. Marshall IJ, et al. IEEE J Biomed Health Inform. 2015 Jul;19(4):1406-12. doi: 10.1109/JBHI.2015.2431314. Epub 2015 May 8. IEEE J Biomed Health Inform. 2015. PMID: 25966488

3

RobotReviewer: evaluation of a system for automatically assessing bias in clinical trials.

Marshall IJ, Kuiper J, Wallace BC. Marshall IJ, et al. J Am Med Inform Assoc. 2016 Jan;23(1):193-201. doi: 10.1093/jamia/ocv044. Epub 2015 Jun 22. J Am Med Inform Assoc. 2016. PMID: 26104742 Free PMC article.

4

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

Wallace BC, Kuiper J, Sharma A, Zhu MB, Marshall IJ. Wallace BC, et al. Among authors: marshall ij. J Mach Learn Res. 2016;17:132. J Mach Learn Res. 2016. PMID: 27746703 Free PMC article.

5

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

Wallace BC, Noel-Storr A, Marshall IJ, Cohen AM, Smalheiser NR, Thomas J. Wallace BC, et al. Among authors: marshall ij. J Am Med Inform Assoc. 2017 Nov 1;24(6):1165-1168. doi: 10.1093/jamia/ocx053. J Am Med Inform Assoc. 2017. PMID: 28541493 Free PMC article.

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; Living Systematic Review Network. Thomas J, et al. J Clin Epidemiol. 2017 Nov;91:31-37. doi: 10.1016/j.jclinepi.2017.08.011. Epub 2017 Sep 11. J Clin Epidemiol. 2017. PMID: 28912003 Free article.

7

Automating Biomedical Evidence Synthesis: RobotReviewer.

Marshall IJ, Kuiper J, Banner E, Wallace BC. Marshall IJ, et al. Proc Conf Assoc Comput Linguist Meet. 2017 Jul;2017:7-12. doi: 10.18653/v1/P17-4002. Proc Conf Assoc Comput Linguist Meet. 2017. PMID: 29093610 Free PMC article.

8

A Neural Candidate-Selector Architecture for Automatic Structured Clinical Text Annotation.

Singh G, Marshall IJ, Thomas J, Shawe-Taylor J, Wallace BC. Singh G, et al. Among authors: marshall ij. Proc ACM Int Conf Inf Knowl Manag. 2017 Nov;2017:1519-1528. doi: 10.1145/3132847.3132989. Proc ACM Int Conf Inf Knowl Manag. 2017. PMID: 29308293 Free PMC article.

9

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

Marshall IJ, Noel-Storr A, Kuiper J, Thomas J, Wallace BC. Marshall IJ, et al. Res Synth Methods. 2018 Dec;9(4):602-614. doi: 10.1002/jrsm.1287. Epub 2018 Feb 7. Res Synth Methods. 2018. PMID: 29314757 Free PMC article.

10

A Corpus with Multi-Level Annotations of Patients, Interventions and Outcomes to Support Language Processing for Medical Literature.

Nye B, Jessy Li J, Patel R, Yang Y, Marshall IJ, Nenkova A, Wallace BC. Nye B, et al. Among authors: marshall ij. Proc Conf Assoc Comput Linguist Meet. 2018 Jul;2018:197-207. Proc Conf Assoc Comput Linguist Meet. 2018. PMID: 30305770 Free PMC article.

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