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How can defined needs meet technology and system readiness in India? There are many AI models already developed and being developed for healthcare; however, they don’t always meet the real needs of patients and healthcare professionals. In this panel discussion, our speakers explored: How can academic research be stimulated so outcomes effectively support the development and implementation of AI solutions in real healthcare situations? Which publications relating to AI are useful in a practical sense, and which ones are not? How can real healthcare needs be identified so technological readiness can be aligned to those needs? Considerations about algorithm and product development Why are some models more scalable than others? The implementation side of AI innovation: why models don’t always work as expected? The session included time for questions from the audience. Oxford Medicine Online: https://academic.oup.com/oxford-medic... Research Connections: https://academic.oup.com/rescon © Oxford University Press