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List of works by Byron C Wallace

#CochraneTech: Technology and the Future of Systematic Reviews

scientific article

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

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

scientific article published in November 2017

A large-scale quantitative analysis of latent factors and sentiment in online doctor reviews

scientific article

A randomized trial provided new evidence on the accuracy and efficiency of traditional vs. electronically annotated abstraction approaches in systematic reviews

scientific article published on 11 July 2019

Aggregating and Predicting Sequence Labels from Crowd Annotations

scientific article published in January 2017

An exploration of crowdsourcing citation screening for systematic reviews.

scientific article

Automatically annotating topics in transcripts of patient-provider interactions via machine learning

scientific article

Automating Biomedical Evidence Synthesis: RobotReviewer.

scientific article published in July 2017

Automating risk of bias assessment for clinical trials

scientific article published on 8 May 2015

Automating risk of bias assessment for clinical trials

article

Characterizing the (Perceived) Newsworthiness of Health Science Articles: A Data-Driven Approach.

scientific article

Erratum to: Methods for evaluating medical tests and biomarkers

scientific article published on 30 March 2017

Evaluating Data Abstraction Assistant, a novel software application for data abstraction during systematic reviews: protocol for a randomized controlled trial

scientific article

Extracting PICO Sentences from Clinical Trial Reports using Supervised Distant Supervision

scientific article published on January 2016

Humans Require Context to Infer Ironic Intent (so Computers Probably do, too)

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

scientific article published on 25 May 2017

Improving the utility of MeSH® terms using the TopicalMeSH representation

scientific article published on 19 March 2016

Learning to Identify Patients at Risk of Uncontrolled Hypertension Using Electronic Health Records Data.

scientific article published on 6 May 2019

Living Systematic Reviews:2. Combining Human and Machine Effort

scientific article published on September 2017

Machine Learning for Identifying Randomized Controlled Trials: an evaluation and practitioner's guide

scientific article published on 4 January 2018

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

article

Meta-Analyst: software for meta-analysis of binary, continuous and diagnostic data

scientific article

Modelling Context with User Embeddings for Sarcasm Detection in Social Media

scholarly article published 2016

Modernizing Evidence Synthesis for Evidence-Based Medicine

article

Modernizing the systematic review process to inform comparative effectiveness: tools and methods

scientific article published on May 2013

Neural information retrieval: at the end of the early years

scholarly article by Kezban Dilek Onal et al published 10 November 2017 in Information Retrieval

OpenMEE : Intuitive, open-source software for meta-analysis in ecology and evolutionary biology

scholarly article by Byron C Wallace et al published 30 January 2017 in Methods in Ecology and Evolution

Perceptions of cervical cancer prevention on Twitter uncovered by different sampling strategies

scientific article published on 11 February 2019

PheKnow-Cloud: A Tool for Evaluating High-Throughput Phenotype Candidates using Online Medical Literature

scientific article

Phenotype Instance Verification and Evaluation Tool (PIVET): A Scaled Phenotype Evidence Generation Framework Using Web-Based Medical Literature.

scientific article

Predicting Unplanned Readmissions Following a Hip or Knee Arthroplasty: Retrospective Observational Study

scientific article published on 27 November 2020

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

scientific article published on 25 December 2018

Rationale-Augmented Convolutional Neural Networks for Text Classification

scientific article published on 01 November 2016

Reports of the 2016 AAAI Workshop Program

Reports of the AAAI 2014 Conference Workshops

Reports of the Workshops of the Thirty-First AAAI Conference on Artificial Intelligence

scholarly article by Monica Anderson et al published 2 October 2017 in AI Magazine

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

scientific article (publication date: 2016)

Semi-Automated evidence synthesis in health psychology: current methods and future prospects

scientific article published on 29 January 2020

Semi-automated screening of biomedical citations for systematic reviews

scientific article

Single Cell Time-resolved Quorum Responses Reveal Dependence on Cell Density and Configuration ⬇️

scientific article published on April 28, 2011

Syntactic Patterns Improve Information Extraction for Medical Search

The COPD genetic association compendium: a comprehensive online database of COPD genetic associations

scientific article

Toward modernizing the systematic review pipeline in genetics: efficient updating via data mining

scientific article

Toward systematic review automation: a practical guide to using machine learning tools in research synthesis

scientific article published on 11 July 2019

Towards a Framework for Communicating Confidence in Methodological Recommendations for Systematic Reviews and Meta-Analyses

scholarly article published 25 October 2013

Update on Horizon Scans of Genetic Tests Currently Available for Clinical Use in Cancers

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