James Thomas

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 12

Top Topics

Systematic Review

Active Learning

Data Extraction

Top Venues

J. Am. Medical Informatics Assoc.

Cyberpsychology Behav. Soc. Netw.

Publications

Lena Schmidt, Kaitlyn Hair, Sergio Graziozi, Fiona Campbell, Claudia Kapp, Alireza Khanteymoori, Dawn Craig, Mark Engelbert, James Thomas
Exploring the use of a Large Language Model for data extraction in systematic reviews: a rapid feasibility study. CoRR (2024)
Lena Schmidt, Babatunde K. Olorisade, Luke A. McGuinness, James Thomas, Julian P. T. Higgins
Data extraction methods for systematic review (semi)automation: A living systematic review. F1000Research 10 (2021)
Iain James Marshall, Benjamin E. Nye, Joël Kuiper, Anna Noel-Storr, Rachel Marshall, Rory Maclean, Frank Soboczenski, Ani Nenkova, James Thomas, Byron C. Wallace
Trialstreamer: A living, automatically updated database of clinical trial reports. J. Am. Medical Informatics Assoc. 27 (12) (2020)
Reem El Sherif, Alexis Langlois, Xiao Pandu, Jian-Yun Nie, James Thomas, Quan Nha Hong, Pierre Pluye
Identifying empirical studies for mixed studies reviews: The mixed filter and the automated text classifier. Educ. Inf. 36 (1) (2020)
Irene Kwan, Kelly Dickson, Michelle Richardson, Wendy Macdowall, Helen Burchett, Claire Stansfield, Ginny Brunton, Katy Sutcliffe, James Thomas
Cyberbullying and Children and Young People's Mental Health: A Systematic Map of Systematic Reviews. Cyberpsychology Behav. Soc. Netw. 23 (2) (2020)
Gaurav Singh, Zahra Sabet, John Shawe-Taylor, James Thomas
Constructing Artificial Data for Fine-tuning for Low-Resource Biomedical Text Tagging with Applications in PICO Annotation. CoRR (2019)
Gaurav Singh, James Thomas, John Shawe-Taylor
Improving Active Learning in Systematic Reviews. CoRR (2018)
Gaurav Singh, James Thomas, Iain James Marshall, John Shawe-Taylor, Byron C. Wallace
Structured Multi-Label Biomedical Text Tagging via Attentive Neural Tree Decoding. CoRR (2018)
Gaurav Singh, James Thomas, Iain James Marshall, John Shawe-Taylor, Byron C. Wallace
Structured Multi-Label Biomedical Text Tagging via Attentive Neural Tree Decoding. EMNLP (2018)
Byron C. Wallace, Anna Noel-Storr, Iain James Marshall, Aaron M. Cohen, Neil R. Smalheiser, James Thomas
Identifying reports of randomized controlled trials (RCTs) via a hybrid machine learning and crowdsourcing approach. J. Am. Medical Informatics Assoc. 24 (6) (2017)
Gaurav Singh, Iain James Marshall, James Thomas, John Shawe-Taylor, Byron C. Wallace
A Neural Candidate-Selector Architecture for Automatic Structured Clinical Text Annotation. CIKM (2017)
Gaurav Singh, Iain James Marshall, James Thomas, Byron C. Wallace
Identifying Diagnostic Test Accuracy Publications using a Deep Model. CLEF (Working Notes) (2017)
Makoto Miwa, James Thomas, Alison O'Mara-Eves, Sophia Ananiadou
Reducing systematic review workload through certainty-based screening. J. Biomed. Informatics 51 (2014)
Sophia Ananiadou, John McNaught, James Thomas, Mark Rickinson, Sandy Oliver
Evaluating a Text Mining Based Educational Search Portal. LREC (2010)