Multimodal machine learning to predict surgical site infection with healthcare workload impact assessment. - McLean, Kenneth A.; Sgrò, Alessandro; Brown, Leo R.; Buijs, Louis F.; Mountain, Katie E.; Shaw, Catherine A.; Drake, Thomas M.; Pius, Riinu; Knight, Stephen R.; Fairfield, Cameron J.; Skipworth, Richard J. E.; Tsaftaris, Sotirios A.; et al. (npj Digit. Medicine, 2025)

ColaCare: Enhancing Electronic Health Record Modeling through Large Language Model-Driven Multi-Agent Collaboration. - Wang, Zixiang; Zhu, Yinghao; Zhao, Huiya; Zheng, Xiaochen; Sui, Dehao; Wang, Tianlong; Tang, Wen; Wang, Yasha; Harrison, Ewen M.; Pan, Chengwei; Gao, Junyi; Ma, Liantao (2025)

A comprehensive benchmark for COVID-19 predictive modeling using electronic health records in intensive care. - Gao, Junyi; Zhu, Yinghao; Wang, Wenqing; Wang, Zixiang; Dong, Guiying; Tang, Wen; Wang, Hao; Wang, Yasha; Harrison, Ewen M.; Ma, Liantao (Patterns, 2024)

Prompting Large Language Models for Zero-Shot Clinical Prediction with Structured Longitudinal Electronic Health Record Data. - Zhu, Yinghao; Wang, Zixiang; Gao, Junyi; Tong, Yuning; An, Jingkun; Liao, Weibin; Harrison, Ewen M.; Ma, Liantao; Pan, Chengwei (CoRR, 2024)

Is larger always better? Evaluating and prompting large language models for non-generative medical tasks. - Zhu, Yinghao; Gao, Junyi; Wang, Zixiang; Liao, Weibin; Zheng, Xiaochen; Liang, Lifang; Wang, Yasha; Pan, Chengwei; Harrison, Ewen M.; Ma, Liantao (CoRR, 2024)

ColaCare: Enhancing Electronic Health Record Modeling through Large Language Model-Driven Multi-Agent Collaboration. - Wang, Zixiang; Zhu, Yinghao; Zhao, Huiya; Zheng, Xiaochen; Wang, Tianlong; Tang, Wen; Wang, Yasha; Pan, Chengwei; Harrison, Ewen M.; Gao, Junyi; Ma, Liantao (CoRR, 2024)

Evaluation of remote digital postoperative wound monitoring in routine surgical practice. - McLean, Kenneth A.; Sgrò, Alessandro; Brown, Leo R.; Buijs, Louis F.; Daines, Luke; Potter, Mark A.; Bouamrane, Matt-Mouley; Harrison, Ewen M. (npj Digit. Medicine, 2023)

Mobile devices and wearable technology for measuring patient outcomes after surgery: a systematic review. - Knight, Stephen R.; Ng, Nathan; Tsanas, Athanasios; McLean, Kenneth A.; Pagliari, Claudia; Harrison, Ewen M. (npj Digit. Medicine, 2021)

Remote diagnosis of surgical-site infection using a mobile digital intervention: a randomised controlled trial in emergency surgery patients. - McLean, Kenneth A.; Mountain, Katie E.; Shaw, Catherine A.; Drake, Thomas M.; Pius, Riinu; Knight, Stephen R.; Fairfield, Cameron J.; Sgrò, Alessandro; Bouamrane, Matt-Mouley; Cambridge, William A.; Lyons, Mathew; Riad, Aya; et al. (npj Digit. Medicine, 2021)

Mining Patient Flow Patterns in a Surgical Ward. - Back, Christoffer Olling; Manataki, Areti; Harrison, Ewen M. (2020)

Stochastic Workflow Modeling in a Surgical Ward: Towards Simulating and Predicting Patient Flow. - Back, Christoffer Olling; Manataki, Areti; Papanastasiou, Angelos; Harrison, Ewen M. (2020)