Yan Jia

According to our database, Yan Jia authored at least 14 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

The Safety of Autonomy: A Systematic Approach.

John A. McDermid, Radu Calinescu, Ibrahim Habli, Richard Hawkins, Yan Jia, John Molloy, Matt Osborne, Colin Paterson, Zoë Porter, Philippa Ryan Conmy

Computer, April, 2024

2023

The Need for the Human-Centred Explanation for ML-based Clinical Decision Support Systems.

Yan Jia, John A. McDermid, Nathan Hughes, Mark Sujan, Tom Lawton, Ibrahim Habli

Proceedings of the 11th IEEE International Conference on Healthcare Informatics, 2023

2022

The Role of Explainability in Assuring Safety of Machine Learning in Healthcare.

Yan Jia, John A. McDermid, Tom Lawton, Ibrahim Habli

IEEE Trans. Emerg. Top. Comput., 2022

2021

Safety-driven design of machine learning for sepsis treatment.

Yan Jia, Tom Lawton, John Burden, John A. McDermid, Ibrahim Habli

J. Biomed. Informatics, 2021

Guidance on the Assurance of Machine Learning in Autonomous Systems (AMLAS).

Richard Hawkins, Colin Paterson, Chiara Picardi, Yan Jia, Radu Calinescu, Ibrahim Habli

CoRR, 2021

A Framework for Assurance of Medication Safety using Machine Learning.

Yan Jia, Tom Lawton, John A. McDermid, Eric Rojas, Ibrahim Habli

CoRR, 2021

Prediction of weaning from mechanical ventilation using Convolutional Neural Networks.

Yan Jia, Chaitanya Kaul, Tom Lawton, Roderick Murray-Smith, Ibrahim Habli

Artif. Intell. Medicine, 2021

Levels of Autonomy and Safety Assurance for AI-Based Clinical Decision Systems.

Paul Festor, Ibrahim Habli, Yan Jia, Anthony C. Gordon, A. Aldo Faisal, Matthieu Komorowski

Proceedings of the Computer Safety, Reliability, and Security. SAFECOMP 2021 Workshops, 2021

Enhancing the Value of Counterfactual Explanations for Deep Learning.

Yan Jia, John A. McDermid, Ibrahim Habli

Proceedings of the Artificial Intelligence in Medicine, 2021

2020

Development and piloting of a software tool to facilitate proactive hazard and risk analysis of Health Information Technology.

Ibrahim Habli, Yan Jia, Sean White, George Gabriel, Tom Lawton, Mark Sujan, Clive Tomsett

Health Informatics J., 2020

Safety of Artificial Intelligence: A Collaborative Model.

John A. McDermid, Yan Jia

Proceedings of the Workshop on Artificial Intelligence Safety 2020 co-located with the 29th International Joint Conference on Artificial Intelligence and the 17th Pacific Rim International Conference on Artificial Intelligence (IJCAI-PRICAI 2020), 2020

Safe Reinforcement Learning for Sepsis Treatment.

Yan Jia, John Burden, Tom Lawton, Ibrahim Habli

Proceedings of the 8th IEEE International Conference on Healthcare Informatics, 2020

2019

Developing a Safety Case for Electronic Prescribing.

Yan Jia, Tom Lawton, Sean White, Ibrahim Habli

Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019

Towards a Framework for Safety Assurance of Autonomous Systems.

John A. McDermid, Yan Jia, Ibrahim Habli

Proceedings of the Workshop on Artificial Intelligence Safety 2019 co-located with the 28th International Joint Conference on Artificial Intelligence, 2019