@article{Ouzzani2016, author="Ouzzani, Mourad and Hammady, Hossam and Fedorowicz, Zbys and Elmagarmid, Ahmed", title="Rayyan---a web and mobile app for systematic reviews", journal="Systematic Reviews", year="2016", volume="5", number="1", pages="210", abstract="Synthesis of multiple randomized controlled trials (RCTs) in a systematic review can summarize the effects of individual outcomes and provide numerical answers about the effectiveness of interventions. Filtering of searches is time consuming, and no single method fulfills the principal requirements of speed with accuracy. Automation of systematic reviews is driven by a necessity to expedite the availability of current best evidence for policy and clinical decision-making.", issn="2046-4053", doi="10.1186/s13643-016-0384-4", url="http://dx.doi.org/10.1186/s13643-016-0384-4" } @inproceedings{rayyan:14:cochrane, AUTHOR = "Elmagarmid A and Fedorowicz Z and Hammady H and Ilyas I and Khabsa M and Ouzzani M", TITLE = "Rayyan: a systematic reviews web app for exploring and filtering searches for eligible studies for Cochrane Reviews", crossref = {cochrane:14}, PAGES = {9} } @proceedings{cochrane:14, title = "Evidence-Informed Public Health: Opportunities and Challenges", booktitle = "Abstracts of the 22nd Cochrane Colloquium", publisher = {John Wiley & Sons}, venue = {Hyderabad, India}, month = sep, year = {2014} } @article{rayyan:ML2015, year={2015}, issn={0885-6125}, journal={Machine Learning}, doi={10.1007/s10994-015-5535-7}, title={Learning to identify relevant studies for systematic reviews using random forest and external information}, url={http://dx.doi.org/10.1007/s10994-015-5535-7}, publisher={Springer US}, keywords={Systematic review; Classification; Inclusion prediction}, author={Khabsa, Madian and Elmagarmid, Ahmed and Ilyas, Ihab and Hammady, Hossam and Ouzzani, Mourad}, pages={1-18}, language={English} }