Knowledge Enhanced Conditional Imputation for Healthcare Time-series. - Linglong Qian; Zina M. Ibrahim; Hugh Logan Ellis; Ao Zhang; Yuezhou Zhang; Tao Wang 036; Richard J. B. Dobson (CoRR, 2023)

How Deep is your Guess? A Fresh Perspective on Deep Learning for Medical Time-Series Imputation. - Linglong Qian; Tao Wang 036; Jun Wang; Hugh Logan Ellis; Robin Mitra; Richard J. B. Dobson; Zina M. Ibrahim (CoRR, 2024)

The early warning paradox. - Hugh Logan Ellis; Edward Palmer; James T. Teo; Martin Whyte; Kenneth Rockwood; Zina M. Ibrahim (npj Digit. Medicine, 2025)