Welcome to the online home of the Advanced Technologies for Translational AI Research (ATTAR) Lab, part of the Vision, Learning and Control (VLC) group at the School of Electronics and Computer Science (ECS), University of Southampton. Our mission is to research and develop cutting-edge artificial medical intelligence technologies to enhance global healthcare delivery and patient outcomes. Through interdisciplinary collaboration, we aim to address medical challenges, improve diagnostics, and optimise treatments using AI. Committed to ethical principles and patient-centred care, our focus is on creating transparent, interpretable, and equitable AI solutions across domains such as machine learning, natural language processing, computer vision, and predictive analytics. We work with clinicians, institutions, industry stakeholders, and regulatory bodies to translate research into practical applications that enhance clinical workflows and patient experiences. Our vision is to integrate AI into clinical practice for personalised, efficient, and accessible healthcare. We strive to empower healthcare providers with AI-driven tools for precision medicine tailored to each patient's needs, while also addressing broader healthcare challenges like population health management and disease surveillance. Collaboration, openness, and inclusivity are core values, fostering an environment where multidisciplinary teams innovate together. Ultimately, we aim to contribute to the responsible and ethical deployment of artificial medical intelligence, advancing towards a healthier and more equitable future for all.