Matthew Watson

Postdoc, Department of Computer Science, Durham University

Joined

January 2024

Names

Matthew Watson (Preferred)

Emails

****@durham.ac.uk (Confirmed)

Personal Links

Career & Education History

Postdoc

Department of Computer Science, Durham University (durham.ac.uk)

2023 – Present

PhD student

Department of Computer Science, Durham University (durham.ac.uk)

2019 – 2022

Advisors, Relations & Conflicts

Postdoc Advisor

Noura Al Moubayed

2023 – Present

PhD Advisor

Noura Al Moubayed

2019 – 2022

Expertise

healthcare machine learning

Present

medical machine learning

Present

explainable machine learning

Present

Publications

Learning How to MIMIC: Using Model Explanations To Guide Deep Learning Training
Matthew Watson, Bashar Awwad Shiekh Hasan, Noura Al Moubayed
- IEEE/CVF Winter Conference on Applications of Computer Vision
- Readers: Everyone
Using model explanations to guide deep learning models towards consistent explanations for EHR data
Matthew Watson, Bashar Awwad Shiekh Hasan, Noura Al Moubayed
- Nature Scientific Reports
- Readers: Everyone
Agree to disagree: When deep learning models with identical architectures produce distinct explanations
Matthew Watson, Bashar Awwad Shiekh Hasan, Noura Al Moubayed
- IEEE/CVF Winter Conference on Applications of Computer Vision
- Readers: Everyone
Improving Current Glycated Hemoglobin Prediction in Adults: Use of Machine Learning Algorithms With Electronic Health Records
Zakhriya Alhassan, Matthew Watson, David Budgen, Riyad Alshammari, Ali Alessa, Noura Al Moubayed
- JMIR Med Inform
- Readers: Everyone
Attack-agnostic Adversarial Detection on Medical Data Using Explainable Machine Learning
Matthew Watson, Noura Al Moubayed
- 2020 25th International Conference on Pattern Recognition (ICPR)
- Readers: Everyone

Co-Authors