
David Clifton
Position:
Co-Director
COCHE Publications by Author:
Addressing label noise for electronic health records: insights from computer vision for tabular data.
Published:
1 June 2024
Jenny Yang*, Hagen Triendl, Andrew A. S. Soltan, Mangal Prakash & David A. Clifton
An improved deep regression model with state space reconstruction for continuous blood pressure estimation.
Published:
1 May 2024
Liangyi Lyu, Lei Lu, Hanjie Chen*, David A. Clifton, Yuanting Zhang*, Tapabrata Chakraborti*
Atrial fibrillation after cardiac surgery: identifying candidate predictors through a Delphi process.
Published:
1 September 2024
Jonathan Bedford*, Kara G Fields, Gary Stephen Collins, Gregory Y H Lip, David A Clifton, Benjamin O’Brien, Jochen D Muehlschlegel, Peter J Watkinson, Oliver C Redfern
CliqueFluxNet: Unveiling EHR Insights with Stochastic Edge Fluxing and Maximal Clique Utilisation Using Graph Neural Networks.
Published:
1 August 2024
Soheila Molaei*, Nima Ghanbari Bousejin, Ghadeer O. Ghosheh, Anshul Thakur, Vinod Kumar Chauhan, Tingting Zhu & David A. Clifton
Continuous patient state attention model for addressing irregularity in electronic health records.
Published:
1 May 2024
Vinod Kumar Chauhan*, Anshul Thakur, Odhran O’Donoghue, Omid Rohanian, Soheila Molaei & David A. Clifton
Decoding 2.3 million ECGs: interpretable deep learning for advancing cardiovascular diagnosis and mortality risk stratification.
Published:
1 February 2024
Lei Lu*, Tingting Zhu*, Antonio H Ribeiro, Lei Clifton, Erying Zhao, Jiandong Zhou, Antonio Luiz P Ribeiro, Yuan-Ting Zhang, David A Clifton
DuKA: A Dual-Keyless-Attention Model for Multi-modality EHR Data Fusion and Organ Failure Prediction.
Published:
1 December 2023
Zhangdaihong Liu*, Xuan Wu, Yang Yang, David A. Clifton
Efficiency at scale: Investigating the performance of diminutive language models in clinical tasks.
Published:
1 October 2024
Niall Taylor*, Upamanyu Ghose, Omid Rohanian, Mohammadmahdi Nouriborji, Andrey Kormilitzin, David A. Clifton, Alejo Nevado-Holgado
Exploring the effectiveness of instruction tuning in biomedical language processing.
Published:
1 November 2024
Omid Rohanian*, Mohammadmahdi Nouriborji, Samaneh Kouchaki, Farhad Nooralahzadeh, Lei Clifton, David A. Clifton
Generalizability assessment of AI models across hospitals in a low-middle and high income country.
Published:
1 September 2024
Jenny Yang*, Nguyen Thanh Dung, Pham Ngoc Thach, Nguyen Thanh Phong, Vu Dinh Phu, Khiem Dong Phu, Lam Minh Yen, Doan Bui Xuan Thy, Andrew A. S. Soltan, Louise Thwaites & David A. Clifton
Knowledge abstraction and filtering based federated learning over heterogeneous data views in healthcare.
Published:
1 October 2024
Anshul Thakur*, Soheila Molaei, Pafue Christy Nganjimi, Andrew Soltan, Patrick Schwab, Kim Branson, David A Clifton
Masks and Manuscripts: Advancing Medical Pre-training with End-to-End Masking and Narrative Structuring.