Byron Wallace - Publications, H-index & Citations

Byron Wallace

tufts university

48H指数

424论文数

1.3W被引数

收录论文 30

发表时间

Artificial intelligence in food and nutrition evidence: The challenges and opportunities 食品和营养证据中的人工智能: 挑战与机遇

PNAS NEXUS

IF3.8

2024-10-15

OAAI

Bailey, Regan L.; Macfarlane, Amanda J.; Field, Martha S.; Tagkopoulos, Ilias; Baranzini, Sergio E.; Edwards, Kristen M.; Rose, Christopher J.; Schork, Nicholas J.; Singhal, Akshat; Wallace, Byron C.; Fisher, Kelly P.; Markakis, Konstantinos; Stover, Patrick J.

Do Multi-Document Summarization Models Synthesize?

TRANSACTIONS OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS

IF6.9

2024-09-04

OAAI

DeYoung, Jay; Martinez, Stephanie C.; Marshall, Iain J.; Wallace, Byron C.

Leveraging generative AI for clinical evidence synthesis needs to ensure trustworthiness 利用生成式AI进行临床证据合成需要确保可信度

JOURNAL OF BIOMEDICAL INFORMATICS

IF4.5

2024-05-01

PREAI

Zhang, Gongbo; Jin, Qiao; Mcinerney, Denis Jered; Chen, Yong; Wang, Fei; Cole, Curtis L.; Yang, Qian; Wang, Yanshan; Malin, Bradley A.; Peleg, Mor; Wallace, Byron C.; Lu, Zhiyong; Weng, Chunhua; Peng, Yifan

In a pilot study, automated real-time systematic review updates were feasible, accurate, and work-saving

JOURNAL OF CLINICAL EPIDEMIOLOGY

IF5.2

2023-01-01

OAAI

Marshall, Iain J.; Trikalinos, Thomas A.; Soboczenski, Frank; Yun, Hye Sun; Kell, Gregory; Marshall, Rachel; Wallace, Byron C.

Accuracy and Efficiency of Machine Learning-Assisted Risk-of-Bias Assessments in Real-World Systematic Reviews A Noninferiority Randomized Controlled Trial 机器学习辅助的偏倚风险评估在真实世界系统评价中的准确性和效率非劣效性随机对照试验

ANNALS OF INTERNAL MEDICINE

IF15.2

2022-07-01

PREAI

Arno, Anneliese; Thomas, James; Wallace, Byron; Marshall, Iain J.; McKenzie, Joanne E.; Elliott, Julian H.

Interpretability Analysis for Named Entity Recognition to Understand System Predictions and How They Can Improve

COMPUTATIONAL LINGUISTICS

IF5.3

2021-04-21

OAAI

Agarwal, Oshin; Yang, Yinfei; Wallace, Byron C.; Nenkova, Ani

The views of health guideline developers on the use of automation in health evidence synthesis 健康指南开发者对自动化在健康证据合成中的应用的看法

SYSTEMATIC REVIEWS

IF3.9

2021-01-08

OAAI

Arno, Anneliese; Elliott, Julian; Wallace, Byron; Turner, Tari; Thomas, James

State of the evidence: a survey of global disparities in clinical trials 证据状况: 临床试验中全球差异的调查

BMJ GLOBAL HEALTH

IF6.1

2021-01-05

OAAI

Marshall, Iain James; L'Esperance, Veline; Marshall, Rachel; Thomas, James; Noel-Storr, Anna; Soboczenski, Frank; Nye, Benjamin; Nenkova, Ani; Wallace, Byron C.

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

JMIR MEDICAL INFORMATICS

IF3.8

2020-11-27

OAAI

Mohammadi, Ramin; Jain, Sarthak; Namin, Amir T.; Heller, Melissa Scholem; Palacholla, Ramya; Kamarthi, Sagar; Wallace, Byron

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

HEALTH PSYCHOLOGY REVIEW

IF9.7

2020-01-29

OAAI

Marshall, Iain J.; Johnson, Blair T.; Wang, Zigeng; Rajasekaran, Sanguthevar; Wallace, Byron C.

A randomized trial provided new evidence on the accuracy and efficiency of traditional vs. electronically annotated abstraction approaches in systematic reviews 一项随机试验为系统评价中传统与电子注释抽象方法的准确性和效率提供了新证据

JOURNAL OF CLINICAL EPIDEMIOLOGY

IF5.2

2019-11-01

OAAI

Li, Tianjing; Saldanha, Ian J.; Jap, Jens; Smith, Bryant T.; Canner, Joseph; Hutfless, Susan M.; Branch, Vernal; Carini, Simona; Chan, Wiley; de Bruijn, Berry; Wallace, Byron C.; Walsh, Sandra A.; Whamond, Elizabeth J.; Murad, M. Hassan; Sim, Ida; Berlin, Jesse A.; Lau, Joseph; Dickersin, Kay; Schmid, Christopher H.

Toward systematic review automation: a practical guide to using machine learning tools in research synthesis 走向系统审查自动化: 在研究综合中使用机器学习工具的实用指南

SYSTEMATIC REVIEWS

IF3.9

2019-07-11

272

OAAI

Marshall, Iain J.; Wallace, Byron C.

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

BMC MEDICAL INFORMATICS AND DECISION MAKING

IF3.8

2019-05-08

OAAI

Soboczenski, Frank; Trikalinos, Thomas A.; Kuiper, Joel; Bias, Randolph G.; Wallace, Byron C.; Marshall, Iain J.

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

JOURNAL OF CLINICAL EPIDEMIOLOGY

IF5.2

2019-05-01

OAAI

Marshall, Iain J.; Marshall, Rachel; Wallace, Byron C.; Brassey, Jon; Thomas, James

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

JOURNAL OF MEDICAL INTERNET RESEARCH

IF6

2018-05-04

OAAI

Henderson, Jette; Ke, Junyuan; Ho, Joyce C.; Ghosh, Joydeep; Wallace, Byron C.

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

RESEARCH SYNTHESIS METHODS

IF6.1

2018-02-07

199

OAAI

Marshall, Iain J.; Noel-Storr, Anna; Kuiper, Joel; Thomas, James; Wallace, Byron C.

Living systematic reviews: 2. Combining human and machine effort

JOURNAL OF CLINICAL EPIDEMIOLOGY

IF5.2

2017-11-01

183

OAAI

Thomas, James; Noel-Storr, Anna; Marshall, Fain; Wallace, Byron; McDonald, Steven; Mavergames, Chris; Glasziou, Paul; Shemilt, Ian; Synnot, Anneliese; Turner, Tani; Elliott, Julian

An exploration of crowdsourcing citation screening for systematic reviews

RESEARCH SYNTHESIS METHODS

IF6.1

2017-07-04

OAAI

Mortensen, Michael L.; Adam, Gaelen P.; Trikalinos, Thomas A.; Kraska, Tim; Wallace, Byron C.

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

METHODS IN ECOLOGY AND EVOLUTION

IF6.2

2017-01-30

330

OAAI