Publications
Working with leading healthcare and academic partners, we publish peer-reviewed evidence on the safety, efficacy and impact of Dora in real-world clinical care.
AI SafetyIWSDS2026WER is Unaware: Assessing How ASR Errors Distort Clinical Understanding in Patient Facing DialogueZachary Ellis, Jared Joselowitz, Yash Deo, Yajie Vera He, Anna Kalygina, Aisling Higham, Mana Rahimzadeh, Yan Jia, Ibrahim Habli, Ernest Lim; IWSDS (2026)
AI SafetyarXiv2025MATRIX: Multi-Agent simulaTion fRamework for safe Interactions and conteXtual clinical conversational evaluationErnest Lim, Yajie Vera He, Jared Joselowitz, Kate Preston, Mohita Chowdhury, Louis Williams, Aisling Higham, Katrina Mason, Mariane Melo, Tom Lawton, Yan Jia, Ibrahim Habli; arXiv (2025)
AI SafetyACL Findings2025ASTRID - An Automated and Scalable TRIaD for the Evaluation of RAG-based Clinical Question Answering SystemsYajie Vera He, Mohita Chowdhury, Jared Joselowitz, Aisling Higham, Ernest Lim; ACL Findings (2025)
AI SafetyAI in Health Conference, Ken Kennedy Institute2024Who Communicates Better? A Study on Clinician and AI-Generated Responses to Frequently Asked Patient QuestionsYajie He, Ernest Lim, Mohita Chowdhury, Madison Putman, Sanjana Jaiswal, Saif Aldeen Alryalat, Nikoletta Ventoura, James Godwin, Aisling Higham, Nick de Pennington, Andrew Lee; AI in Health Conference, Ken Kennedy Institute (2024)
AI SafetyThe Lancet: EClinicalMedicine2024Accuracy and safety of an autonomous artificial intelligence clinical assistant conducting telemedicine follow-up assessment for cataract surgeryEdward Meinert, Madison Milne-Ives, Ernest Lim, Aisling Higham, Selina Boege, Nick de Pennington, Mamta Bajre, Guy Mole, Eduardo Normando, Kanmin Xue; The Lancet: EClinicalMedicine (2024)
AI SafetyInvestigative Ophthalmology & Visual Science2023Can large language models safely address patient questions following cataract surgery?Ernest Junwei Lim, Mohita Chowdhury, Aisling Higham, Rory McKinnon, Nikoletta Ventoura, Yajie Vera He, Nick de Pennington; Investigative Ophthalmology & Visual Science (2023)- AI SafetyInvestigative Ophthalmology & Visual Science2022Can deep learning models understand natural language descriptions of patient symptoms following cataract surgery?Oliver Gardiner, Mohita Chowdhury, Ernest Lim, Aisling Higham, Nick de Pennington; Investigative Ophthalmology & Visual Science (2022)