Why collaboration is important
Tom’s work means he has very good connections in his spheres of influence, including clinicians at the hospital and with academics at the Bradford Institute for Health Research. Over time, the AAIP has helped Tom widen his network of expertise and access to people not just across the healthcare and academic sectors, but also across multiple disciplines.
How is collaboration with the AAIP different?
Tom says that AAIP’s approach to collaboration is what makes it different from experiences he has had in other situations where analysts perhaps engage clinicians at the start of a project, conduct requirements analysis together but then go away for six months only to return with something that won’t work in real life or practice.
“Regular contact is the key; for one part of a team to drift away from the other means simple course corrections aren’t made that could have saved time and improved the outcome," he said. "AAIP has felt like a continual collaboration. For example, if one of my colleagues comes across some data they aren’t quite sure about they text me, I respond, and they feel assured rather than stuck. And vice versa. The work progresses without delay.”
How has the collaboration made an impact?
Tom has collaborated with the team on a portfolio of projects and papers, that look at ways that AI and humans can work together in healthcare so that both are doing what they are best at. This work includes an AI in Medicine paper, a project exploring how AI can help predict the optimal time for ventilator extubation, and a project looking at data poverty in Bradford to ensure any systems are built on data inputs that mitigate against recommendations that might inadvertently reinforce health inequalities.
There have been some site specific benefits too at the hospital where Tom reports that they get many approaches from companies wanting to sell them AI systems. “I can ask the right questions before any procurement is made," he says. "For example, ‘where’s the safety, the human factors, the legal elements?’ And if I think they don’t have the right ingredients quite yet I can encourage them to contact the AAIP. We want to ensure that when we do bring systems in we do it in a safe manner."
