A Knowledge Distillation Ensemble Framework for Predicting Short and Long-term Hospitalisation Outcomes from Electronic Health Records Data. - Zina M. Ibrahim; Daniel Bean; Thomas Searle; Honghan Wu; Anthony Shek; Zeljko Kraljevic; James Galloway; Sam Norton; James T. Teo; Richard J. B. Dobson (CoRR, 2020)

Multi-domain clinical natural language processing with MedCAT: The Medical Concept Annotation Toolkit. - Zeljko Kraljevic; Thomas Searle; Anthony Shek; Lukasz Roguski; Kawsar Noor; Daniel Bean; Aurelie Mascio; Leilei Zhu; Amos A. Folarin; Angus Roberts; Rebecca Bendayan; Mark P. Richardson; et al. (Artif. Intell. Medicine, 2021)

MedGPT: Medical Concept Prediction from Clinical Narratives. - Zeljko Kraljevic; Anthony Shek; Daniel Bean; Rebecca Bendayan; James T. Teo; Richard J. B. Dobson (CoRR, 2021)

Foresight - Deep Generative Modelling of Patient Timelines using Electronic Health Records. - Zeljko Kraljevic; Daniel Bean; Anthony Shek; Rebecca Bendayan; Joshua Au Yeung; Alexander Deng; Alfie Baston; Jack Ross; Esther Idowu; James T. Teo; Richard J. B. Dobson (CoRR, 2022)

A Knowledge Distillation Ensemble Framework for Predicting Short- and Long-Term Hospitalization Outcomes From Electronic Health Records Data. - Zina M. Ibrahim; Daniel Bean; Thomas Searle; Linglong Qian; Honghan Wu; Anthony Shek; Zeljko Kraljevic; James Galloway; Sam Norton; James T. Teo; Richard J. B. Dobson (IEEE J. Biomed. Health Informatics, 2022)

Validating Transformers for Redaction of Text from Electronic Health Records in Real-World Healthcare. - Zeljko Kraljevic; Anthony Shek; Joshua Au Yeung; Ewart Jonathan Sheldon; Haris Shuaib; Mohammad Al-Agil; Xi Bai; Kawsar Noor; Anoop D. Shah; Richard J. B. Dobson; James T. Teo (ICHI, 2023)

Extracting Epilepsy Patient Data with Llama 2. - Ben Holgate; Shichao Fang; Anthony Shek; Matthew McWilliam; Pedro F. Viana; Joel S. Winston; James T. Teo; Mark P. Richardson (BioNLP@ACL, 2024)

Improving Extraction of Clinical Event Contextual Properties from Electronic Health Records: A Comparative Study. - Shubham Agarwal; Thomas Searle; Mart Ratas; Anthony Shek; James T. Teo; Richard J. B. Dobson (CoRR, 2024)

Natural language processing data services for healthcare providers. - Joshua Au Yeung; Anthony Shek; Thomas Searle; Zeljko Kraljevic; Vlad Dinu; Mart Ratas; Mohammad Al-Agil; Aleksandra Foy; Barbara Rafferty; Vitaliy Oliynyk; James T. Teo (BMC Medical Informatics Decis. Mak., 2024)

RelCAT: Advancing Extraction of Clinical Inter-Entity Relationships from Unstructured Electronic Health Records. - Shubham Agarwal; Vlad Dinu; Thomas Searle; Mart Ratas; Anthony Shek; Dan F. Stein; James T. Teo; Richard J. B. Dobson (CoRR, 2025)