DRIVE-Health will train a minimum of 85 PhD health data scientists and engineers with the skills to deliver data-driven, personalised, sustainable healthcare for 2027 and beyond. Co-created with the NHS Trusts, healthcare providers, patients, healthtech, pharma, charities and health data stakeholders in the UK and internationally, it will build on the successes of its King's College London seed-funded and industry-leveraged pilot. Led by an established team, further growing the network of funding partners and collaborators built over the past four years, it will leverage an additional £1.45 of investment from King's and partners for every £1 invested by EPSRC. A CDT in data driven health is needed to deliver the EPSRC Priority for Transforming Health and Healthcare, EPSRC Health Technologies Strategy, and on challenges laid out in the UK Government's 2022 Plan for Digital Health and Social Care envisaging lifelong, joined-up health and care records, digitally-supported diagnoses and therapies, increasing access to NHS services through digital channels, and scaling up digital health self-help. This ambition is made possible by the increasing availability of real-world routine healthcare data (e.g. electronic health care record, prescriptions, scans) and non-healthcare sources (e.g. environmental, retail, insurance, consumer wearable devices) and the extraordinary advances in computational power and methods required to process it, which includes significant innovations in health informatics, data capture and curation, knowledge representation, machine learning and analytics. However, for these technological and data advances to deliver their full potential, we need to think imaginatively about how to re-engineer the processes, systems, and organisations that currently underpin the delivery of healthcare. We need to address challenges including transformation of the quality, speed and scale of multidisciplinary collaborations, and trusted systems that will facilitate adoption by people. This will require a new generation of scientists and engineers who combine technical knowledge with an understanding of how to design effective solutions and how to work with patients and professionals to deliver transformational change. DRIVE-Health's unique cohort-based doctoral research and training ecosystem, embedded across partner organisations, will equip students with specialist skills in five scientific themes co-produced with our partners and current students: (T1) Sustainable Healthcare Data Systems Engineering investigates methods and frameworks for developing scalable, integrated and secure data-driven software systems (T2) Multimodal Patient Data Streams will enable the vision of a highly heterogeneous data environment where device data from wearables, patient-generated content and structured/unstructured information from electronic health records can combine seamlessly (T3) Complex Simulations and Digital Twins focuses on the paradigm of building simulated environments, including healthcare settings or virtual patients, to make step-change advances in individual predictive models and to inform clinical and organisational decision-making. (T4) Trusted Next-Generation Clinical User Interfaces will place usability front and centre to ensure health data science applications are usable in clinical settings and are aligned with users' workflows (T5) Co-designing Impactful Healthcare Solutions, is a cross-cutting theme that ensures co-production and co-design in the context of health data science, engagement with stakeholders, evaluation techniques and achieving maximum impact. The theme training will be complemented with a cohort and programme-wide approach to personal, career, professional and leadership development. Students will be trained by an expert pool of 60+ supervisors from KCL and across partners, delivering outstanding supervision, student mentoring, opportunities, research quality and impact.

Digital Health technologies can make a positive difference to the outcomes of patient treatment, management and care. Improving digital services and the sharing and use of data will also save time and resources so that staff can better focus on delivering medical and social care. Examples of such technologies include data collected through smartphones. For example, the ZOE COVID Symptom Study App used during the pandemic was jointly developed by King's College London, and now has more than four million users. Other digital technologies include wearable devices which can help monitor heart rate, activity and sleep and remotely assess and help manage a wide range of conditions. For example, the £23M Innovative Medicines Initiative RADAR-CNS led by King's has pioneered their use in depression, multiple sclerosis and epilepsy. Our aim is to enable the development of new digital technologies and reduce the time it takes for these to benefit patient care. The King's Health Partner (KHP) Digital Health Hub will do this by helping researchers, health and social care staff, patients and industry to work together better. We also hope to increase the availability of such technologies nationally by offering support to enable new businesses to grow rapidly, thereby making a more immediate difference to patients' lives. Digital health technologies have lots of potential but their widespread use is limited by: - A lack of examples of how clinicians, academics, engineers, quality assurance experts, health economists, patients and end users can best work together during development - Specific gaps in training and knowledge amongst the different groups, for example: - Academic and industry technologists may have trouble understanding NHS systems and fail to engage with the end users of the technologies they are trying to develop, such as health care providers, patients and carers. They may not know about or understand the complex regulatory pathway which needs to be followed before such technologies can be used in clinical practice. - Clinical specialists may lack the appropriate technical skills such as data analyses, coding and programming languages to help them develop digital applications they think will be helpful to their patients. The KHP Digital Health Hub will help to overcome the barriers to the rapid development and use of digital technologies nationally. It will be an accessible "ecosystem" comprising specialists from different sectors working together to improve understanding and use of digital technologies and addressing the government's long-term goals for health and social care. With our partners, we will connect the digital health research community to the substantial opportunities for investment in London and our diverse and world leading healthcare research environment. We have brought together a wealth of expertise from across KHP, including King's College London and partner NHS Trusts, patients and industry collaborators, to provide support and training, and create opportunities for the acceleration of digital health across the UK. KHP includes seven mental health and physical healthcare hospitals and many community sites with ~4.8 million patient contacts each year and a combined annual turnover of more than £3.7 billion. The KHP Digital Health Hub will provide: - proven expertise, infrastructure and experience of co-creation and commercialisation - a three-way clinical, academic and industry partnership - a physical location where technology developers can work collaboratively, and - an excellent track record in training which will be offered to all our partners across the health and social care sectors. With the right support and networks in place, digital health technologies have the power to transform patient care and experiences across the UK. The knowledge and expertise is all there, and together we can make sure it is shared, translated and built upon, at every step of the way.