AIR4Health
Projects
Professor Hongnian Yu leads a diverse portfolio of research projects spanning healthcare technologies, robotics, cyber-physical systems, wearable sensing, Industry 5.0, and international research collaboration.
Current and Recent Projects
The following projects reflect ongoing and recent work in interdisciplinary engineering, digital health, human-centred innovation, and sustainable technology development.
1. Vietnam–Scotland Network on Human Adaptive Cyber-Physical Systems (Industry 5.0) – Stage 1: Building Human-Centric Innovation Pathways
Dates: Sep 25, 2025 – Mar 24, 2026
This project aims to establish the Vietnam–Scotland Network on Human Adaptive Cyber-Physical Systems (Industry 5.0), connecting universities, industry, and policymakers to co-design a three-year roadmap and pilot collaborative activities. The project supports the development of human-centric innovation pathways and long-term international partnership building.
2. Wearable Robotics for Human-Robot Collaboration in Sustainable Construction
Dates: Sep 15, 2025 – Feb 17, 2026
This project focuses on developing a competitive Horizon Europe proposal for sustainable and less disruptive building renovation. It explores wearable robotics and robotic collaboration systems that can support safer, more efficient, and more sustainable construction environments.
3. Transformative Technologies for Enhancing Healthcare
Dates: Dec 1, 2024 – Apr 30, 2027
This project hosts international cohorts of early-career researchers conducting research in key areas such as AI-enabled falls prevention, wearable technologies, rehabilitation systems, robotics, and digital healthcare. It supports international knowledge exchange and collaborative innovation in healthcare technologies.
4. Intelligent Multi-Agent Robotic Systems
Dates: Nov 1, 2024 – Oct 31, 2028
The iMARS project brings together expertise from First Responders, AI, Robotics, IoT, 5G, and industry to build multidisciplinary teams and develop innovative methods, metrics, and machine learning approaches for intelligent robotic systems in complex environments.
5. AI-Enabled Healthcare Research and Innovation using Wearable Technologies (AIWT4Care)
Dates: Mar 29, 2024 – Mar 11, 2026
This project addresses the challenge of transforming community health and care using digital technologies and wearable systems. It aims to build an international research community between DAC countries and the UK focused on digital healthcare innovation and service-user centred technologies.
6. Fostering Trust in AI driven Healthcare: SecUre and uNbiased knowleDge guided gEneRative AI
Machine learning (ML) offers transformative opportunities for healthcare, with applications ranging from precision medicine to operational optimization. However, progress is constrained by limited access to diverse, high-quality datasets, exacerbated by fragmentation, data scarcity, and stringent privacy regulations. Traditional data augmentation methods fail to fully capture the complexity and heterogeneity of healthcare data. Generative AI, particularly large language models (LLMs), offers a promising alternative by synthesizing realistic datasets while addressing data scarcity. Yet, their adoption in healthcare is hindered by critical concerns about trustworthiness, including semantic validity, fairness, bias mitigation, fidelity, privacy preservation, and real-world utility.
7. Adapting to Industry 4.0 Oriented International Education and Research Collaboration
Dates: Oct 1, 2020 – Sep 30, 2025
This project used British Council seed funding to develop an international education and research network focused on AI and Robotics for Industry 4.0. It supported the formation of a virtual research centre and helped evaluate emerging opportunities for international research collaboration.
8. Device-based e-Assistant for People (DeAP)
Dates: Jun 1, 2025 – Nov 3, 2025
This project delivers a novel integrated assistive technology platform combining a mobile application with a physiological sensing device. Together, these form a multimodal system designed to detect pre-clinical signs of cognitive and functional decline and support early intervention.
9. Golf Scorecard Software & Electronics
Dates: Oct 1, 2021 – Mar 31, 2022
This industry-focused project aimed to digitise golf scorecard processes for a company through software and electronics development, supporting more efficient and user-friendly scoring systems.
Past Projects
Research Themes Across the Portfolio
🤖 Robotics
Adaptive robotics, wearable robots, multi-agent systems, and human-robot collaboration for healthcare and industry.
🧠 Artificial Intelligence
Machine learning, intelligent control, cyber-physical systems, and predictive technologies for real-world applications.
📡 Digital Health
Wearable sensing, healthcare monitoring, rehabilitation support, and assistive systems for better patient outcomes.
These projects demonstrate a strong commitment to translating advanced engineering and computing research into practical solutions for healthcare, sustainability, industry, and society.