About Us
The ML-Health Research Group focuses on using cutting-edge technologies to advance healthcare and improve the lives of individuals with neurological and other medical conditions. Our mission is to develop innovative solutions for early diagnosis, personalised treatment, and rehabilitation through a multidisciplinary approach that bridges machine learning, biomedical engineering, and clinical sciences.
- Machine Learning and AI: Advanced models for analysing imaging and sensor data to identify biomarkers.
- Sensors and Wearable Technology: Devices to capture real-time data for monitoring motor deficiencies and rehabilitation.
- Prosthetics and Assistive Devices: Engineering solutions to improve the quality of life for patients with motor impairments.
- Biomedical Engineering: Novel diagnostic and therapeutic tools developed with clinicians and industry partners.
- Research Dissemination: Public engagement and open-access publishing to maximise impact.
Latest News
🎙️ Dr Alistair McConnell Shines at FameLab UK Scottish Finals
We’re delighted to share that Dr Alistair McConnell was shortlisted and finished in third place at the FameLab UK Scottish Regional Finals, held on 7th April 2025 at the National Museum of Scotland.
FameLab is a renowned science communication competition where participants have just three minutes to explain a scientific concept to a public audience and a panel of expert judges – using only the power of their voice and storytelling.
Alistair captivated the audience with his signature blend of clarity, charisma, and content – the 3 C’s of FameLab – demonstrating the power of engaging science communication.
We are incredibly proud of this fantastic recognition of Alistair’s work and his continued contribution to science outreach and public engagement!
Published: April 2025
🤖 ML-Health at STEM Careers Showcase 2025
We were thrilled to take part in the STEM Careers Showcase 2025, held on 12th March at Dynamic Earth in Edinburgh.
Representing the ML-Health Research Group, Dr Alistair McConnell engaged with over 1200 pupils and teachers from across Scotland, demonstrating how robotics and machine learning are transforming the future of healthcare.
This inspiring one-day event featured 30+ exhibitors from leading research institutions and industry, along with a stellar Voices of Science panel that included a volcanologist, climate activist, technologist, and digital engineer. Attendees explored hands-on STEM activities, and Dynamic Earth's astronomers shared an immersive Planetarium show focused on the planet’s future.
We are proud to support initiatives that ignite young people’s curiosity in science and engineering!
Published: March 2025
💡 Poster Presentations at HWU Innovation Conference
Two of our PhD students, Tess Watt and Sheena Shabana, presented their research at the Health & Care Technologies Early Career Researchers Innovation Conference hosted at Heriot-Watt University.
Tess Watt showcased her work on applying tinyML and computer vision for the diagnosis of skin lesions in remote areas — a project aiming to make dermatological care more accessible globally.
Sheena Shabana presented her research on robotic needle insertion systems for autonomous injections, advancing safety and precision in medical procedures through robotic automation.
We’re proud to see our researchers sharing impactful, forward-thinking work at such an inspiring event. 👏
Published: March 2025
🧠 UK Young Academy Gathering at The Royal Society
We’re proud to share that Dr Alistair McConnell recently attended the UK Young Academy All Members Meeting, held on 24th–25th March at The Royal Society HQ in London.
This inspiring event brought together brilliant minds from across the UK to reflect on past achievements, shape future initiatives, and foster interdisciplinary collaboration. It was an energising space to exchange ideas, build new connections, and explore emerging projects across science, technology, and the arts.
Congratulations to Dr McConnell and the UK Young Academy community for such a forward-thinking meeting!
Published: March 2025
🥂 ML-Health at Scotland's Life Sciences Conference & Awards 2025
Members of the ML-Health Research Group attended the prestigious Scotland's Life Sciences Conference & Awards held on 13th March 2025.
Representing ML-Health were Dr Marta Vallejo and Dr Alistair McConnell, accompanied by Michelle Beukes and Emma Perfect, both Business Development Managers (Health and Care) at Heriot-Watt University.
The event, regarded as the preeminent occasion in the UK life sciences calendar, marked its 25th anniversary this year. Alongside the celebrated Awards and Dinner, the event introduced an exciting new conference segment, providing a platform to showcase innovations and leading contributors to Scotland’s vibrant life sciences industry.
It was a fantastic opportunity for networking and exploring new collaborations at the interface of life sciences, technology, and healthcare.
Published: March 2025
