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ORCIDJames T. Teo
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Publications
- 2025
[i14]Shubham Agarwal, Vlad Dinu, Thomas Searle, Mart Ratas, Anthony Shek, Dan F. Stein, James T. Teo, Richard J. B. Dobson:
RelCAT: Advancing Extraction of Clinical Inter-Entity Relationships from Unstructured Electronic Health Records. CoRR abs/2501.16077 (2025)- 2024
- [i12]Shubham Agarwal, Thomas Searle, Mart Ratas, Anthony Shek, James T. Teo, Richard J. B. Dobson:
Improving Extraction of Clinical Event Contextual Properties from Electronic Health Records: A Comparative Study. CoRR abs/2408.17181 (2024) - [i11]Zeljko Kraljevic, Joshua Au Yeung, Daniel Bean, James T. Teo, Richard J. B. Dobson:
Large Language Models for Medical Forecasting - Foresight 2. CoRR abs/2412.10848 (2024) - 2023
- [j10]Joshua Au Yeung
, Zeljko Kraljevic, Akish Luintel, Alfred Balston, Esther Idowu, Richard J. B. Dobson, James T. Teo:
AI chatbots not yet ready for clinical use. Frontiers Digit. Health 5 (2023) - [j9]Thomas Searle, Zina M. Ibrahim, James T. Teo, Richard J. B. Dobson:
Discharge summary hospital course summarisation of in patient Electronic Health Record text with clinical concept guided deep pre-trained Transformer models. J. Biomed. Informatics 141: 104358 (2023) - [c4]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:
Validating Transformers for Redaction of Text from Electronic Health Records in Real-World Healthcare. ICHI 2023: 544-549 - [i9]Zeljko Kraljevic, Anthony Shek, Joshua Au Yeung, Ewart Jonathan Sheldon, Mohammad Al-Agil, Haris Shuaib, Xi Bai, Kawsar Noor, Anoop D. Shah, Richard J. B. Dobson, James T. Teo:
Validating transformers for redaction of text from electronic health records in real-world healthcare. CoRR abs/2310.04468 (2023) - 2022
- [j6]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:
A Knowledge Distillation Ensemble Framework for Predicting Short- and Long-Term Hospitalization Outcomes From Electronic Health Records Data. IEEE J. Biomed. Health Informatics 26(1): 423-435 (2022) - [i6]Thomas Searle, Zina M. Ibrahim, James T. Teo, Richard J. B. Dobson:
Summarisation of Electronic Health Records with Clinical Concept Guidance. CoRR abs/2211.07126 (2022) - [i5]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:
Foresight - Deep Generative Modelling of Patient Timelines using Electronic Health Records. CoRR abs/2212.08072 (2022) - 2021
- [j5]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, Robert Stewart, Anoop D. Shah, Wai Keong Wong, Zina M. Ibrahim, James T. Teo, Richard J. B. Dobson:
Multi-domain clinical natural language processing with MedCAT: The Medical Concept Annotation Toolkit. Artif. Intell. Medicine 117: 102083 (2021) - [j4]Honghan Wu, Huayu Zhang, Andreas Karwath, Zina M. Ibrahim, Ting Shi, Xin Zhang, Kun Wang, Jiaxing Sun, Kevin Dhaliwal, Daniel Bean, Victor Roth Cardoso, Kezhi Li, James T. Teo, Amitava Banerjee, Fang Gao-Smith, Tony Whitehouse, Tonny Veenith, Georgios V. Gkoutos, Xiaodong Wu, Richard J. B. Dobson, Bruce Guthrie:
Ensemble learning for poor prognosis predictions: A case study on SARS-CoV-2. J. Am. Medical Informatics Assoc. 28(4): 791-800 (2021) - [j3]Thomas Searle, Zina M. Ibrahim, James T. Teo, Richard J. B. Dobson:
Estimating redundancy in clinical text. J. Biomed. Informatics 124: 103938 (2021) - [j2]James T. Teo, Vlad Dinu, William Bernal, Phil Davidson, Vitaliy Oliynyk, Cormac Breen, Richard D. Barker, Richard J. B. Dobson:
Real-time clinician text feeds from electronic health records. npj Digit. Medicine 4 (2021) - [i4]Thomas Searle, Zina M. Ibrahim, James T. Teo, Richard J. B. Dobson:
Estimating Redundancy in Clinical Text. CoRR abs/2105.11832 (2021) - [i3]Zeljko Kraljevic, Anthony Shek, Daniel Bean, Rebecca Bendayan, James T. Teo, Richard J. B. Dobson:
MedGPT: Medical Concept Prediction from Clinical Narratives. CoRR abs/2107.03134 (2021) - 2020
- [i2]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, Robert Stewart, Anoop D. Shah, Wai Keong Wong, Zina M. Ibrahim, James T. Teo, Richard J. B. Dobson:
Multi-domain Clinical Natural Language Processing with MedCAT: the Medical Concept Annotation Toolkit. CoRR abs/2010.01165 (2020) - [i1]Zina M. Ibrahim, Daniel Bean, Thomas Searle, Honghan Wu, Anthony Shek, Zeljko Kraljevic, James Galloway, Sam Norton, James T. Teo, Richard J. B. Dobson:
A Knowledge Distillation Ensemble Framework for Predicting Short and Long-term Hospitalisation Outcomes from Electronic Health Records Data. CoRR abs/2011.09361 (2020)
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