Clinician, data scientist, and human factors researcher, in one.

Emma Howie has over a decade of experience as an NHS surgeon, and is a researcher completing a PhD in medical informatics at the University of Edinburgh. Her research focuses on cognitive load and performance: how physiological data can be used to measure, and improve, what happens in high-pressure environments in real time. She has extensive experience with wearable technology and the data it produces, across her own work and collaborations in the UK and the United States.
Metriqx applies that methodology commercially. The work of establishing whether a physiological signal is valid, whether the metric built on it holds, and whether it survives the decision it informs is the same whether the setting is an operating theatre or an elite training environment. Only the consequences differ.
Health and high-performance settings, such as elite sport, are where Metriqx is starting. The framework itself is domain-agnostic, because the ways measurement technology fails are shared across them.
Skills and experience.
Clinical & domain
- NHS surgical practice (10+ years)
- Perioperative & high-acuity care
- Clinical workflow & patient safety
- Clinical Safety Officer (CSO) trained
- Medical device risk management (DCB0129 / ISO 14971)
- Post-market clinical safety surveillance (DCB0160)
Physiological data
- Wearable & sensor evaluation
- Physiological signal analysis
- Multimodal metrics: HRV, EDA, EEG & more
- Digital biomarkers & data quality
Research & methods
- Study design & feasibility
- Validation & reliability
- SaMD clinical validation: FDA & CE-Mark evidence requirements
- ICH-GCP (E6) clinical research practice
- Systematic & scoping reviews
- Statistical analysis & coding (R, Python)
- LLM-assisted analysis & tooling
Human factors
- Usability & human factors engineering
- Cognitive load measurement
- Non-technical skills (NOTSS)
- Device wearability in practice
Communication
- Peer-reviewed publications
- Technical & evidence writing
- National & international talks
- Translating data for decision-makers
Credentials.
- PhD candidate in Medical Informatics, University of Edinburgh
- BiteLabs Fellow, Summer 2026
- BSc · MBChB · MRCS
- GMC registered, practising since 2014
- Clinical Safety Officer (CSO) trained (DCB0129/DCB0160)
- PGCert, Clinical Human Factors
- Peer-reviewed publications
- Invited talks and oral presentations, national and international
- Contributor, CIEHF national guide: Integrating Human-Centred AI in Clinical Practice (2024)