James Thomas

According to our database, James Thomas authored at least 16 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Exploring the Use of a Large Language Model for Data Extraction in Systematic Reviews: A Rapid Feasibility Study.

Lena Schmidt, Kaitlyn Hair, Sergio Graziozi, Fiona Campbell, Claudia Kapp, Alireza Khanteymoori, Dawn Craig, Mark Engelbert, James Thomas

Proceedings of the 3rd Workshop on Augmented Intelligence for Technology-Assisted Reviews Systems (ALTARS 2024) co-located with the 46th European Conference on Information Retrieval (ECIR 2024), 2024

2021

Data extraction methods for systematic review (semi)automation: A living systematic review.

Lena Schmidt, Babatunde K. Olorisade, Luke A. McGuinness, James Thomas, Julian P. T. Higgins

F1000Research, 2021

NIP-GCN: An Augmented Graph Convolutional Network with Node Interaction Patterns.

Manish Chandra, Debasis Ganguly, Pabitra Mitra, Bithika Pal, James Thomas

Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

Using an Ensemble of Features for Personalized Recommendations of Scientific Publications.

Paolo Tenti, James Thomas, Rafael Peñaloza, Gabriella Pasi

Proceedings of the 11th Italian Information Retrieval Workshop 2021, 2021

2020

Trialstreamer: A living, automatically updated database of clinical trial reports.

Iain James Marshall, Benjamin E. Nye, Joël Kuiper, Anna Noel-Storr, Rachel Marshall, Rory Maclean, Frank Soboczenski, Ani Nenkova, James Thomas, Byron C. Wallace

J. Am. Medical Informatics Assoc., 2020

Identifying empirical studies for mixed studies reviews: The mixed filter and the automated text classifier.

Reem El Sherif, Alexis Langlois, Xiao Pandu, Jian-Yun Nie, James Thomas, Quan Nha Hong, Pierre Pluye

Educ. Inf., 2020

Cyberbullying and Children and Young People's Mental Health: A Systematic Map of Systematic Reviews.

Irene Kwan, Kelly Dickson, Michelle Richardson, Wendy Macdowall, Helen Burchett, Claire Stansfield, Ginny Brunton, Katy Sutcliffe, James Thomas

Cyberpsychology Behav. Soc. Netw., 2020

2019

Constructing Artificial Data for Fine-tuning for Low-Resource Biomedical Text Tagging with Applications in PICO Annotation.

Gaurav Singh, Zahra Sabet, John Shawe-Taylor, James Thomas

CoRR, 2019

2018

Improving Active Learning in Systematic Reviews.

Gaurav Singh, James Thomas, John Shawe-Taylor

CoRR, 2018

Structured Multi-Label Biomedical Text Tagging via Attentive Neural Tree Decoding.

Gaurav Singh, James Thomas, Iain James Marshall, John Shawe-Taylor, Byron C. Wallace

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

2017

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

Byron C. Wallace, Anna Noel-Storr, Iain James Marshall, Aaron M. Cohen, Neil R. Smalheiser, James Thomas

J. Am. Medical Informatics Assoc., 2017

The Human Behaviour-Change Project: Developing a Behaviour Change Intervention Ontology.

Emma Norris, Ailbhe Finnerty, Marta M. Marques, Robert West, James Thomas, Pol Mac Aonghusa, Marie Johnston, Michael P. Kelly, Susan Michie

Proceedings of the 8th International Conference on Biomedical Ontology (ICBO 2017), Newcastle-upon-Tyne, United Kingdom, September 13th, 2017

Identifying Diagnostic Test Accuracy Publications using a Deep Model.

Gaurav Singh, Iain James Marshall, James Thomas, Byron C. Wallace

Proceedings of the Working Notes of CLEF 2017, 2017

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

Gaurav Singh, Iain James Marshall, James Thomas, John Shawe-Taylor, Byron C. Wallace

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

2014

Reducing systematic review workload through certainty-based screening.

Makoto Miwa, James Thomas, Alison O'Mara-Eves, Sophia Ananiadou

J. Biomed. Informatics, 2014

2010

Evaluating a Text Mining Based Educational Search Portal.

Sophia Ananiadou, John McNaught, James Thomas, Mark Rickinson, Sandy Oliver

Proceedings of the International Conference on Language Resources and Evaluation, 2010