Habli, Ibrahim

Reporting guideline for the early-stage clinical evaluation of decision support systems driven by artificial intelligence: DECIDE-AI

Vasey, B., Nagendran, M., Campbell, B., Clifton, D. A., Collins, G. S., Denaxas, S., Denniston, A. K., Faes, L., Geerts, B., Ibrahim, M., et al. (2022) · Nature Medicine

Artificial Intelligence in Healthcare and EducationMeta-analysis and systematic reviews

Cited by 1,039

Artificial intelligence in health care: accountability and safety

Habli, I., Lawton, T., & Porter, Z. (2020) · Bulletin of the World Health Organization

Artificial Intelligence in Healthcare and EducationEthics and Social Impacts of AI

Cited by 357

Human Factors Challenges for the Safe Use of Artificial Intelligence in Patient Care

Sujan, M., Furniss, D., Grundy, K., Grundy, H., Nelson, D., Elliott, M., White, S., Habli, I., & Reynolds, N. (2019) · BMJ Health & Care Informatics

Artificial Intelligence in Healthcare and EducationHuman-Automation Interaction and Safety

Cited by 144

Artificial intelligence explainability: the technical and ethical dimensions

McDermid, J. A., Jia, Y., Porter, Z., & Habli, I. (2021) · Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences

Explainable Artificial Intelligence (XAI)Ethics and Social Impacts of AI

Cited by 136

Prediction of weaning from mechanical ventilation using Convolutional Neural Networks

Jia, Y., Kaul, C., Lawton, T., Murray-Smith, R., & Habli, I. (2021) · Artificial Intelligence in Medicine

Machine Learning in HealthcareArtificial Intelligence in Healthcare

Cited by 79

Clinicians risk becoming “liability sinks” for artificial intelligence

Lawton, T., Morgan, P., Porter, Z., Hickey, S., Cunningham, A., Hughes, N., Iacovides, I., Jia, Y., Sharma, V., & Habli, I. (2024) · Future Healthcare Journal

Artificial Intelligence in Healthcare and EducationMedical Malpractice and Liability Issues

Cited by 60

Evaluating Metrics for Safety with LLM-as-Judges

Clegg, K., Hawkins, R., Habli, I., & Lawton, T. (2025) · arXiv

Safety Systems Engineering in AutonomyAdversarial Robustness in Machine Learning

Cited by 1

MATRIX: Multi-Agent simulaTion fRamework for safe Interactions and conteXtual clinical conversational evaluation

Lim, E., He, Y. V., Joselowitz, J., Preston, K., Chowdhury, M., Williams, L., Higham, A., Mason, K., Melo, M., Lawton, T., et al. (2025) · arXiv

Artificial Intelligence in Healthcare and EducationSpeech and dialogue systems

Cited by 0