MICCAI 2021 Daily – Wednesday

In terms of next steps, Ivona would like to focus more on how the work of human radiologists can inform the AI . “ Radiologists spend years in training and learning from medical textbooks, ” she says. “ If we really want to build a successful AI model, we should look to them and how they use this knowledge. I would like to inject that medical knowledge into my framework in order to enhance the learning process and improve how we generate reports. We wouldn’t be relying on the data alone but would have some prior knowledge in the form of medical ontology and medical knowledge graphs . ” Hailing from North Macedonia originally, Ivona has been living in the Netherlands for the past year. With one prestigious oral presentation almost completed, she is already working towards her submission for CVPR 2022. We tell her we think her chances of being selected for another oral are looking very good. “ I don’t know about that, ” she laughs, modestly. “ Let’s wait and see! ” To learn more about Ivona’s work [Paper ID 2084], you are invited to visit her poster during Session We-S2 Machine Learning – Advances, Interpretability and Uncertainty + Image Reconstruction today at 09:30 – 11:00 UTC and her oral during Session We-Oral-AM-A Advances in Machine Learning at 11:00 – 12:30 UTC. 7 DAILY MICCAI Wednesday Ivona Najdenkoska