Toward systematic review automation: a practical guide to using machine learning tools in research synthesis von Marshall, Iain J, Wallace, Byron C

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RobotReviewer: evaluation of a system for automatically assessing bias in clinical trials von Marshall, Iain J, Kuiper, Joël, Wallace, Byron C

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Machine learning for identifying Randomized Controlled Trials: An evaluation and practitioner's guide von Marshall, Iain J., Noel‐Storr, Anna, Kuiper, Joël, Thomas, James, Wallace, Byron C.

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Semi-automated screening of biomedical citations for systematic reviews von Wallace, Byron C, Trikalinos, Thomas A, Lau, Joseph, Brodley, Carla, Schmid, Christopher H

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Interpretability Analysis for Named Entity Recognition to Understand System Predictions and How They Can Improve von Agarwal, Oshin, Yang, Yinfei, Wallace, Byron C, Nenkova, Ani

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Meta-Analyst: software for meta-analysis of binary, continuous and diagnostic data von Wallace, Byron C, Schmid, Christopher H, Lau, Joseph, Trikalinos, Thomas A

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A large-scale quantitative analysis of latent factors and sentiment in online doctor reviews von Wallace, Byron C, Paul, Michael J, Sarkar, Urmimala, Trikalinos, Thomas A, Dredze, Mark

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Neural information retrieval: at the end of the early years von Onal, Kezban Dilek, Zhang, Ye, Altingovde, Ismail Sengor, Rahman, Md Mustafizur, Karagoz, Pinar, Braylan, Alex, Dang, Brandon, Chang, Heng-Lu, Kim, Henna, McNamara, Quinten, Angert, Aaron, Banner, Edward, Khetan, Vivek, McDonnell, Tyler, Nguyen, An Thanh, Xu, Dan, Wallace, Byron C., de Rijke, Maarten, Lease, Matthew

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Machine learning to help researchers evaluate biases in clinical trials: a prospective, randomized user study von Soboczenski, Frank, Trikalinos, Thomas A, Kuiper, Joël, Bias, Randolph G, Wallace, Byron C, Marshall, Iain J

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Improving class probability estimates for imbalanced data von Wallace, Byron C., Dahabreh, Issa J.

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Rapid reviews may produce different results to systematic reviews: a meta-epidemiological study von Marshall, Iain J., Marshall, Rachel, Wallace, Byron C., Brassey, Jon, Thomas, James

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OpenMEE: Intuitive, open‐source software for meta‐analysis in ecology and evolutionary biology von Wallace, Byron C., Lajeunesse, Marc J., Dietz, George, Dahabreh, Issa J., Trikalinos, Thomas A., Schmid, Christopher H., Gurevitch, Jessica, Poisot, Timothée

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Computational irony: A survey and new perspectives von Wallace, Byron C.

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Extracting PICO Sentences from Clinical Trial Reports using Supervised Distant Supervision von Wallace, Byron C, Kuiper, Joël, Sharma, Aakash, Zhu, Mingxi Brian, Marshall, Iain J

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State of the evidence: a survey of global disparities in clinical trials von Marshall, Iain James, L'Esperance, Veline, Marshall, Rachel, Thomas, James, Noel-Storr, Anna, Soboczenski, Frank, Nye, Benjamin, Nenkova, Ani, Wallace, Byron C

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Closing the Gap between Methodologists and End-Users: R as a Computational Back-End von Wallace, Byron C., Dahabreh, Issa J., Trikalinos, Thomas A., Lau, Joseph, Trow, Paul, Schmid, Christopher H.

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Identifying reports of randomized controlled trials (RCTs) via a hybrid machine learning and crowdsourcing approach von Wallace, Byron C, Noel-Storr, Anna, Marshall, Iain J, Cohen, Aaron M, Smalheiser, Neil R, Thomas, James

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Automatically Annotating Topics in Transcripts of Patient-Provider Interactions via Machine Learning von Wallace, Byron C., Laws, M. Barton, Small, Kevin, Wilson, Ira B., Trikalinos, Thomas A.

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Trialstreamer: A living, automatically updated database of clinical trial reports von Marshall, Iain J, Nye, Benjamin, Kuiper, Joël, Noel-Storr, Anna, Marshall, Rachel, Maclean, Rory, Soboczenski, Frank, Nenkova, Ani, Thomas, James, Wallace, Byron C

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Semi-automated Tools for Systematic Searches von Adam, Gaelen P., Wallace, Byron C., Trikalinos, Thomas A.

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