Going fully digital in a data-driven world: Lessons from Digital Pathology

Activity: Talk or presentation types › Invited or keynote talk at national or international conference

Description

As histopathology services continue to transition from traditional microscopy-based evaluation to fully digital acquisition, management, data transfer, and image interpretation the opportunities and possibilities for improving patient support are also met by new challenges created by the digitisation process. The high-resolution and high-dimensional images bring new data-driven discoveries of features and information that have previously been imperceptible to the human eye. The rapid expansion and accessibility of deep learning models in this field have led to early success stories and a significant amount of activity occurring in this field. This talk will cover a range of computational solutions using generative models, classification, segmentation, and explanation. But in all of these advancements in AI and adoption of computational tools, where are the people that matter? In this talk we will explore where all the stakeholders, from patient to pathologist, can be found and can be impactful in the development of novel computational techniques for patient decision making. Furthermore, we explore philosophies for evaluating AI readiness beyond evaluation metrics.
Period16 May 2024
Event title18th International Symposium on Medical Information and Communication Technology 2024
Event typeConference
LocationLondon, United KingdomShow on map
Degree of RecognitionInternational

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