About

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

Clinical performanceData scienceHuman factorsMETRIQX
Emma Howie, clinician and researcher

Emma Howie has over a decade of experience as an NHS surgeon, and is a researcher completing a PhD in medical informatics and surgical human factors 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.

Why this combination

A clinician who has worked in the settings your product is going into

Over a decade in NHS surgical practice, a PhD in medical informatics, and a postgraduate qualification in clinical human factors. Most clinical safety work is done by people who hold one of clinical judgement, human factors, or measurement expertise. Hazards tend to live in the gaps between them: a valid number shown at the wrong moment, an alert that arrives when the user is already at capacity, a reading that is fine on the bench and misleading in the corridor.

Credentials
Registration
GMC registered
Clinical safety
Clinical Safety Officer Practitioner certification (DCB0129 / DCB0160)
Clinical
Surgical training, over a decade in NHS practice
Research
PhD in medical informatics and surgical human factors (pending viva)
Teaching
MSc course lead, University of Edinburgh
Academic
Honorary position, University of Edinburgh
Expertise

Skills and experience.

Clinical & domain

  • NHS surgical practice (10+ years)
  • Perioperative & high-acuity care
  • Clinical workflow & patient safety
  • Clinical Safety Officer (CSO) Practitioner certified
  • 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
  • Critical appraisal of study protocols
  • 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
Background

Also on the record.

  • BiteLabs Fellow, Summer 2026
  • BSc · MBChB · MRCS
  • 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)

Working on something that needs to hold up?