Prof. Dr. Alexander, EMBA (HSG) Poellinger’s Post

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Senior Consultant, Radiology, EMBA, Uni St. Gallen

Congratutalions to Junlin Yang, Larry Staib and James Duncan and all the other co-authors on our new paper on a novel Prior knowledge-guided and Transformer-based Unsupervised Domain Adaptation (PUDA) framework to predict patient intubation within a week based on chest CT and X-ray images. By embedding anatomical and spatial prior knowledge into transformer attention heads, the approach improves prediction accuracy and interpretability and surpasses radiologists and existing methods in domain adaptation performance. https://lnkd.in/edtg5sQ4

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